Sunday, March 31, 2013

Factors Influencing the Global Prospects & Investor Attractiveness of Indian Pharmaceutical Industry

Most ‘Indian Pharma Outlook’ reports from the likes of McKinsey & PwC  almost exclusively focus their policy & regulatory scenario call-outs on aspects that bear an impact on entry & exit strategies of global pharmaceutical companies - which is understandable given they form the healthcare client-base of these consulting organizations. Not much information is however available when it comes to information on the policy & regulatory landscape within India that has a bearing on the commercial prospects of Indian pharmaceutical companies globally & one that can influence the investor sentiment/ emotion driving it.

Inspired by CNN Money’s beautifully minimal ‘Fear & Greed Index’, I set about categorizing and analysing the three most debated India-specific pharmaceutical policy & trade issues in the past few months. Thus categorized as low, elevated & high risk, these three issues broadly mapped out the boundaries of factors influencing ‘Global Prospects & Investor Attractiveness of Indian Pharmaceutical Industry”.


I
COUNTERFEIT MEDICINE
Lack of candor in acknowledging a local & global menace of counterfeit drugs

FDA website says “Counterfeit medicine is fake medicine. It may be contaminated or contain the wrong or no active ingredient. They could have the right active ingredient but at the wrong dose. Counterfeit drugs are illegal and may be harmful to your health” – While US Pharmacopeia broadly uses the same definition, it extends the scope of fake to the drugs that are “deliberately mislabelled” and with “fake-packaging” - Now, while the definitions do not say so, it is an inferred & accepted norm within the regulatory, federal & industry circles within USA, EU most other developed economies that any drug approved for a certain geography/ country if found to be distributed, marketed in another geography where it hasn’t obtained any approval makes that drug a counterfeit too.

In what could be explained within ten lines of text as above & given this is a definite public health issue, it’s confounding how so much energy is spent by so many espousing interpretations of varied hues on what doesn’t amount to a counterfeit. A recent news item in TOI showcases how a whole country’s credibility could take a beating with misinformed defence of an ill-articulated official position. The gentleman in the referred article states "Counterfeit is essentially an intellectual property issue referring to falsely packaged products that violate trademarks, but it is not necessarily about the quality of the medicine" - almost affecting that a counterfeit with a real API a lesser crime" – If this is indeed the official position of Indian on counterfeits, it sure needs work.

Factors at play

From the consumer’s perspective it could be Cost differential of counterfeits vis-à-vis’ branded formulations & No-hassles (online) access of Prescription drugs. From the counterfeiter’s perspective, it’s all about monetizing the existence of a vast ill-informed & gullible market 

& then there is this legacy of distrust & malice……

While there is/ was a definite basis to suspect & investigate role of India connection to the counterfeits, for a larger part of the last decade FDA, PhRMA, SOCMA & EFCG and the various allied task-forces went on an extended witch hunt, not entirely without dishonourable motives (read: SOCMA, EFCG; NA/ EU manufacturers losing out to outsourcing to India), for Indian knockoff offenders & in the bargain tarnishing the image of many ethical Indian organizations that in some instances were completely unaware of their product getting trans-shipped through parallel/ secondary import channels (ref. the PhRMA report on counterfeit drug statistics quoting 2008 data)


*Image courtsey: from a Forbes article about Indian companies adaptng the mobile verification systems in a big way

Pros & Cons

ZILCH: There can absolutely be nothing positive about;
  • A fake drug with a spurious drug &/OR
  • A counterfeit with a real drug &/OR
  • A true generic in an unauthorized territory 

CREDIBILITY: Any knee-jerk reactions such as the above, based impractically on a painful legacy, may end up sounding like a tacit Indian support to counterfeit industry and will severely harm the genuine promise Indian generic industry holds and is pursuing

PUBLIC HEALTH: The above cynical approach to addressing global concerns on counterfeits can easily get rubbed off within the Indian context & the consequent confusion can be used by counterfeiters to take root & rot the whole public health system within India

NET IMPACT ON INDIAN PHARMA:  This is a no-brainer really, with zero positive & two negatives; this is a present & imminent danger to the credibility of Indian pharmaceutical Industry.

What could Indian Pharmaceutical industry & policy makers do to address the above aspects/ issues?

Ironically a lot of Indian response to any dialog on counterfeits still seems to be based on the sole concept that some of the "real-API counterfeits' are traceable to India & many a time, without the manufacturing company realizing so  - while this may still be a relevant grouse, it still cannot be the sole discussion point whenever someone mentions counterfeits.
From a global perspective, Counterfeits, even if they use “real API” should still be eliminated from supply chain owing to the following consequences* (adapted from a USP DQI presentation) of their existence;
  • Diminished trust in health care system
  • Waste of financial resources
  • People go untreated—leads to prolonged illness or, possibly, death
  • Sub-potent treatment can lead to resistance and treatment failure

India Pharma Industry, policy makers should shed the baggage of the hurtful past & acknowledge explicitly to the world community that the above concerns are applicable for control of counterfeits on the Indian soil too & hence both internally & externally India will deal with all dialog on counterfeit medicine FIRST as a public safety debate & THEN as a trade debate.

Looking ahead

The regulators & industry in developed countries such as USA & EU, UK should also look beyond the greed-driven commerce as the trigger for the existence of counterfeits & acknowledge that the  reasons can be equally economical, triggered by the need for affordable medicine for the outlier population that is neither covered by the state nor by the insurance companies. This aspect is bound to be helped by the current winds of genericization blowing through USA & Europe and this trend will hopefully and naturally topple the cheap counterfeit applecart – Having said that tackling counterfeits should be the primary corporate social responsibility of the pharmaceutical industry worldwide.


II
COMPULSORY LICENSING
The not so surprising enthusiasm for the compulsory Licensing route to introduction of 'copy cats'

Back in March 2012, Natco Pharma opened the gates (or Pandora's box depending upon which side of fence one is..) with their successful bid for the Compulsory License of Sorafenib Tosylate (Nexavar) using the provisions set out in the TRIPS agreement. The recent endorsement of this decision by IPAB seems to have ushered-in the growth-phase of CLs with BDR Pharmaceuticals of Mumbai filing an application for Dasatinib and the grapevine says quite a few as this are lined up in the immediate future, in India & overseas.

While CLs are being looked into seriously by other developed countries too, what complicates it in the Indian context is the sheer price difference that makes the royalty on sales to the innovator a trifling formality and the sheer size of the lost opportunity for the innovator huge (size of Indian population).  The case-in-study being Nexavar again wherein Bayer’s price is 35 times the Natco’s price & the 7% royalty Bayer was granted, wouldn’t even pay for their lawyers fee at the initial sales volume.

Factors at play

Cost effective access to newer therapeutics in India, Compliance with global IPR norms (both prescribed & inferred) and last but not the least, A really big (read: 1.2 billion population) market opportunity, the surface of which has been hardly scratched.

Pros & Cons

SOCIA IMPACT:  The Indian population will have economical access to technologically superior later-date drugs

FINANCIAL IMPACT: Opening up of a new market in India for these newer therapies hitherto not adopted owing to a steep price barrier

CREDIBILITY: The Indian pharmaceutical industry's credibility will take a hit if the trend catches up in a big & uncontrolled fashion - The obvious impact will be a gradual deceleration of outsourcing to India & more specifically withdrawal of contract manufacturing of proprietary drugs in India by innovators affected by the CL (which could be all within a very short-span)

NET IMPACT ON INDIAN PHARMA: At the current stage, I’d believe Indian industry as a whole has more to lose w.r.t. loss of outsourcing pie than the money generated out of the CL drugs.

Also, despite a large price differential & given the drug use in India is still physician controlled & not state-sponsored or paid for by the insurers, the innovator companies are likely to resort to a sustained campaign through physicians to color the local copy-cat as a 'compromised medicine' & thus can significantly and negatively impact the Indian company's anticipated fortunes – Improbable as this may sound, this indeed happened a few years ago in the vaccine domain with the MNCs spoiling the retail-dreams of the local contenders using their sheer financial-muscle & reach to influence the physician** against the local vaccine.

**My daughter’s pediatrician forcefully opposed my suggestion to go-in for a Hep-B vaccine from a good Indian company & insisted that he wouldn't suggest we compromising on the quality of the vaccine and that we should instead opt for the pricier but reliable MNC  - Ironically, a decade later this Indian company was acquired by the very same MNC :-))

What could Indian Pharmaceutical industry & policy makers do to address the above aspects/ issues?

A transparent, public evaluation of the application & a greater scrutiny of the "need"/ "essentiality" of a certain new drug vis-a-vis further price rationalization drugs that have already fallen off the patent cliff.

Possession of validated process for the said drug by the applicant at the time of application to be deemed as an automatic disqualification - to mean, since this indicates that the applicant reaching out to the innovator for a licence has been done without an intent to get one & hence that refusal of a license by the innovator is not sufficient basis of the Indian generic company to go in for a CL route

In effect create a higher barrier to incoming applications & thus walling-out contestable awards that bring no incremental benefit neither to the industry nor to the consumer

Looking ahead

While at the face of it this may look like essentially an opportunity for Indian generic players, I tend to believe that pretty soon the global generic giants will join the game through strategic alliances, acquisitions et al & eventually even innovators would themselves monetize the trend by introducing authorized "cheap" generics - “Cheap” being the keyword, as it is eminently evident from the Nexavar price differential, a mere 20-30% reduction wouldn’t really sway the regulatory sentiment in favour of innovator.

III 
ENHANCED VISIBILITY
Gearing up for better transparency, eventually

Even as articulation of a position is still a challenge for India in some key policy areas as above, Visibility, mostly aided by cyberization of governance is getting bigger & better in India each day. While digital governance may be an emerging global phenomenon, what makes it unique in the Indian context is that this amounts to a tentative first step towards transparency, a beast that India is struggling to tame for many years now.

Specific to healthcare, within the past four months the Indian patent authority (CGPDTM) has issued draft guidelines for processing patent applications pertaining to Biotechnology; Biological Material & Traditional Knowledge. What makes this interesting is the public review & dialog to aid the process of finalizing the guidelines.

Factors at play

The acknowledgement of a consensus approach to policy making; The concept an of enforcement designed & driven by the stakeholder universe; An attempt to encourage innovation within India by providing clarity on patentability aspects & finally, a rather brave attempt to forestall patent walling-in attempts by companies & to prevent encroachments on traditional knowledge
The pros & cons

ENABLING BUSINESS CLIMATE – As a country that conducts business transactions in English, India already has an inherent advantage with respect to visibility & transparency. The increased digital visibility will go a long way in helping India consolidate this advantage & give a much needed differentiator vis-à-vis the omnipresent Chinese competition

IMPROVED BUSINESS ETHIC – Each step in this direction will help India better its ranking on the transparency international’s corruption index – in part the visibility through digital governance itself is an outcome of higher awareness, wariness of the Indian citizen towards corruption in public & corporate life

DELAYED POLICY MAKING – Though my initial thought was to say nothing negative here, I realize that the Indian problem with ‘clear articulation of a policy’ can be further compounded by the diversity of information received through feedback, debates et al & thus potentially delay the legislation of the guidelines

NET IMPACT ON INDIAN PHARMA – Overall any favourable changes in governance will always translate as a better business/ investor sentiment, eventually

What could Indian Pharmaceutical industry & policy makers do to address the above aspects/ issues?

Indian pharma would do good to dive head-long into this process of deliberation on policies; guidelines etc. and partake in creating an enabling framework. On their part, the policy makers, government should proactively solicit participation of Industry and fine-tune the guidelines in light of practical business considerations.

Looking ahead

As stated earlier, enhanced visibility is the tentative first step towards transparency – it’d be ideal for all stakeholders to do whatever they could to sustain this forward momentum & help India shed the stereotypical image of a difficult third world country.


While I stopped at three, there are some other important factors that can impact the prospects of Indian pharma in some measure - a quick visual representation of these factors is as follows;


One recurring theme in the above discussions is a need for emergence of clearly articulated and transparently evaluated policies which then could be implemented in spirit.

Where no other motivation works the lure of commerce does, well in most cases. While this may sound dogmatic, it is a valid reason for an economy increasingly dependent on globalization & externalization. I wish & hope the Indian Pharmaceutical Industry will play a major role in setting the house in order & thus achieve and sustain their much deserved success world-over.

Thursday, March 21, 2013

You'd never guess what people could do under their loft beds!!

Hobbyists
By A VC

http://www.avc.com/a_vc/2013/03/hobbyists.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+AVc+%28A+VC%29#

I love this piece not for the blog entry itself but for the sheer variety of comments it triggered and the mind-boggling scope opening up out there for garage innovation from DYI drones to DNA-Hacking and Synthetic life, no shit!!!....... wow.... I knew people have been silently cracking racial, ethnological, anthropomorphic puzzles online for some time now on sites like anthrocivitas.net, but synthetic life?..... I say people.., WOW!!! 

Sunday, March 17, 2013

IT & ITeS Enterprise in India: an Outsider Perspective based on trends in Investment & Technological Evolution

Why should an outsider perspective matter?
I tend to believe that way too many people have taken Steve Jobs maxim, ‘customers cannot tell you what they need’ at its face-value and in the process probably haven’t realized fully that the very user-experience guidelines Apple Inc., so vigorously pursued, propagated to the developer community made the tech-consumer an integral part of the technological evolution & hence an “insider” for all practical purposes – After all within six months of launching iPhone, Jobs recalled his earlier decree of ‘No third-party apps on iPhone’ :-) - I rest my case here.
Life, tech & the metaphysics of a cyber-quest
The exabytes of sheer information thrown up by an internet-query and the consequent collateral learning at times gives a radically different perspective of the principal quest &/or changes the very course of the search/ research.
That’s precisely what happened when I set-out with an innocuous query ‘Life+Tech’ to check-on how the marriage of life sciences & technology is working out as indicated by the quality of innovation and the investor sentiment towards this emerging IT subset globally and, if India is in-sync with these trends – I strayed off-course quite a bit soaking up some non-serious gyan on gamification, cross-application potential of game mechanics to health & wellness, dallying a while with the first ever ‘drug discovery’ game, Syrum & eventually decided that I’d do good to first understand how the IT & ITeS enterprise is poised in India & then go about speculating on where it could go from here, towards life-tech or some other direction altogether.
The quantitative & the qualitative sojourn

As I looked into the openly available, mostly undifferentiated data** & the trends, I used the following assumptions in order to get as close to reality as possible;
  • Wherever the VC activity has been clubbed under PE, I considered all early-stage & some growth-stage deals as essentially venture deals
  • Where I depended on individual alerts of certain deals, I considered funding up to series-C as venture funding & series-D too if that involved at least one VC 
  • No acquisitions, Mezzanine funding rounds have been considered as Venture capital (which of course wasn’t much)
  • Since I was looking into IT sub-category trends & the only categorization ‘Industry Codes (VEIC)’ by NVCA is surprisingly devoid of some well-understood terms such as “Cloud”, “Apps” etc., I decided to use my own simplistic terminology that’s hopefully self-descriptive
**My primary source for the data was Yourstory.in which derives its own info from Venture Intelligence alerts & reports. In addition to this I have also used, primarily for cross-verification of primary category figures, the MoneyTree reports by PWC & NVCA from data provided by Thomson Reuters ……. phew
True to my enlightened detour, the not-so-cursory analysis of the available information on IT & ITeS related investments in India in 2012 drew an interesting picture;

  • Commerce sub-category (B2C e-commerce) hogged the largest share of 45%
  • Services sub-categories (B2B BPO, Cloud, Edutech, IT Services, Telephony) cornered second highest 22%
  • Analytics sub-categories (B2B Internet & Mobile Advertising; web-analytics) that are focused on the increasingly crucial data mining, analysis and consumer demographic profiling gathered 20%
  • Product sub-categories (B2B Mobile apps; PaaS; Software; Health-IT & Gaming) managed only 13% share of investments, helped in a large measure by the Mobile Apps category

From the above observations it can be inferred that the investor sentiment in India is very strong towards Commerce, strong towards Services & Analytics and weak towards Products. This also could mean that the investment in IT & ITeS in India is driven more by the local than the global potential–while this statement may sound altruistic, the statistics seem to support it;
It’s an irony that my initial interest ‘Health-IT’ is very insignificant at 1% of funding – a cursory review of the ‘mobile apps’ companies also doesn't indicate any healthcare component being pursued – so much for my principal quest!
Takeaways for the investing universe, primarily for the VCs
There’s only as much space to jostle around on the e-com super express
  • The e-commerce opportunity while looks tempting is surely reaching the tipping point wherein differentiation & achieving of critical mass is going to be a huge challenge
  • Compounding this is the fact that the global biggies like Amazon, eBay et al that could’ve offered a superior exit option by way of an acquisition have started to get-in on their own (Junglee.com, ebay.in) – banking on the relative ease of establishing a virtual enterprise
  • It’s also apparent that the likes of Amazon are now gearing up to ‘Walmartify’ their online shopping and go physical to enhance user experience! – If not anything, this points out to the cyclical nature of consumer preference of a buying experience & hence the caution one has to execute in putting too many eggs in one basket.

The Quants will rule and later they won’t & then again they would
  • The monetization of analytics opportunity will surely out-pace e-commerce & services given the eventuality of any business is to understand consumer & maximize the consumers buying impulses.
  • Quite interestingly the innovation quality of Indian companies in this domain seems to be pretty high – probably since analytics combines Math & Jugaad, skills Indians inherently seem to possess.
  • I’d also think it makes business sense for the quant in consumer analytics context to be essentially an ‘insider’ &  hence Indian analytics enterprise could always showcase an edge, a value-add
  •  Eventually, while the ‘insider advantage could work in favour of Indian analytics enterprise in the shorter term, the Math + Jugaad + Semantics combination could open the world to India in a big way, touch wood.

Hop onto the Gravy (app) train early on & dish out by the dime
  • Mobile apps development is essentially a platform (OS specific SDKs et al) based innovation that enables small & Individual pools of expertise to emerge quickly & thus very amenable to garage innovation
  • While building of apps is innovation per se’, it is more ‘applied innovation’  (owing to the afore mentioned platform technologies) & hence India won’t necessarily face a quality-of-innovation prejudice
  • Added to this is the global trend of healthcare going mobile progressively, there’s an open opportunity of cellular network providers tying up with local app developers, for the service & transactional ease they’d bring in.
  • Apps are evolutionary products with a limited shelf-life (before being reinvented in a different version) & hence inherently man-power intensive. Given this context & given the explosion of engineering education making available qualified young (& economical) tech work-force that can think in English, India has the potential to become the ‘China’ of mobile apps – if only the rough edges of campus-to-corporate transition can be smoothened out sooner.
  • Using this & some of the 'local' advantages i mentioned under Analytics, I'd think there's no reason why Indian enterprise shouldn't give an India flavor to its Gaming?, after all, all nationalities like to play by their own rules :-) - this would also expose the average indian youngster to the game mechanics that from whatever I read, is poised to dominate every tangible domain in the years to come.
  • And finally, a domain where VCs can play evangelists, stoke the fires of enterprise & seed the self-sustaining revolution of mobile apps – all with minimal risk & funding :-)

And hey, is Mobile Hardware IT too? – thought NVCA said so…
  • Is it me or wasn't there really any investment into the super accelerating mobile handset Indian enterprise in 2012? Unless this is already reaching saturation which I seriously doubt, there’s still a good open investment opportunity. But of course given the capital intensive nature of these start-ups, the scope for venture funding may be low and only at very early stages, but if successful this could turn into a multi-X return by series-B funding itself.


After Thought:

What’s with financial analysts & their compulsive fetish for quarterly reporting? – I’d agree quarterly trends do matter in consumer markets, but I’m utterly confused about their utility in a long-decision-cycle B2B environment like investing – enlighten me folks, I’m all ears!

Sunday, March 10, 2013

Modi's WIEF woes & Why I'm pissed!

Not sure who’s pissing me off more…

The holier-than-the-pope trio of desi professors that merrily went about occupying Philly then & now gleefully pulled down the chief guest from his pedestal at a forum that’s neither about social work nor about English literature

OR
The legions of Modi fans overtly smarting from this snubbing of their visionary leader and outlandishly branding Wharton as Islamist and the perpetrators leftist

OR
The WIEF itself, which doesn't seem to have a strategy of identifying and sticking with the chief guest for its annual jamboree, but nonetheless goes ahead professing to stimulate an energetic dialogue between India's current and future industry leaders and policymakers.

OR
I myself, with my frustrating indecision on where my sympathies largely lie!

Wednesday, March 6, 2013

Will Mylan's acquisition of Agila benefit Accel Partners?


Okay, the story goes like this....

Way back in 2007, Accel partners committed to invest & invested over the next three years 1.5mio USD in a Bangalore based start-up called Inbiopro. This investment turned into ~10% shareholding (guestimate) when Strides Arcolab acquired 70% stake in Inbiopro in 2010. It’ll be useful to slip-in here that somewhere in 2011/12 Strides separated out Inbiopro from Agila as a separate business entity called Agila Biotech.

Now, post the Mylan deal, Strides Arcolab committed to invest USD100mio into Agila Biotech, Given this impetus if Agila Biotech vigorously pursues the commercialization of its pipeline of 8 biosimilars, its valuation could go up to anywhere between USD200-500mio** in the next five years, depending upon how many registrations are successful. At which time if Strides again succeeds in finding a buyer for Agila Biotech (Mylan again, given its Biosimilar ambitions?), it is likely this will turn out into a USD20-50 million exit for Accel Partners, i.e from a decent 13x to a good 33x ROI.

My take away from this is, scout around for start-ups that have chosen 'quicker to market innovations' as their research focus, invest in them early on & work closely on the selection of a local partner & monetize during the multinational acquisition - Not a bad mantra for a decent-value exit in a market like India :-)

**The valuation guestimates are based on the expected worth of approvals (EU/ NA) which are primary assets in this context. 

Tuesday, March 5, 2013

What could VCs learn from the recent pharma deals involving biotechs with very early-assets?


My response on the blog post "Preclinical Biotech Structured Deals: Reflections on 2013′s Solid Start" by Bruce Booth - posted on 01/Mar/2013
---------------------------------------------------------------------------------------------


The news of structured-deals/ buy-outs of ‘tight/ single-EARLY-asset’ biotechs both pleases & scares me… pleases, as I feel this will trigger a healthy change in the way start-ups choose their programs & scary because I (CRO/ CMO) will now start losing clients/ programs much before the conventional PIIA - read-on…..

While I totally agree with the points you’ve raised & the surmises made, I’d like to add the following;

  • This in some fashion is an endorsement of the importance of early venture seeding by the very same stakeholders that typically enable the high value exits for VCs, viz., the mid-sized/ big pharma companies.
  • As you say, there seems to be a promise of reward for innovative organizations that know their science – however I’m not sure if there’s any message about preference for a single asset/ tight set of assets, It is rather a niche focus/ platform & this aspect I’d think always mattered to the investors.
  • Do I also see some de-risking in the form of going in for companies who’s lead/ pipeline candidates are inherently safer (recombinant proteins; antimicrobials et al) & hence highly likely to breeze through Phase-I
  • Interestingly, though the indications are rare/ orphan, the therapies themselves seem to be more maintenance than curative & hence more attractive to the investing company
  • This lure of an early alliance/ deal may now encourage the new enterprises to come up with more compelling technologies rather than me-toos… & thus help put drug discovery enterprise model on a correction course
  • Is this the emerging new avatar of the CVC? - CVC 2.0? (Perdona, Baron.... :-))


Now, having seen a lot of my clients getting lapped up by mid/ big pharma & their programs either killed, shelved in favour of the larger companies competing pipeline, I would be a little cynical till I see the next instalment is released/ option executed.

Finally I would like to ask if there is a message in here for the VCs? – towards an opportunity, a need to structure the initial funding deals differently so that they could still keep an option to enhance their share whenever such early alliances crop-up eliminating  avenue of series-B funding?

Post Thought:

Quite a coincidence that I was just reading an article in HBR (Mar 2013) titled “How Competition Strengthens Start-ups” by Andrew Burke and Stephanie Hussels of Cranfield University.  The authors postulate that exposure to competition in the early stages of a firm’s life increases its long-term survival prospects – competition in this context including competing against a lean-funding scenario & hence learning to stay creative, efficient & productive – Since for all four companies here the early pressure is almost eliminated of by the reasonable/ comfortable funds received (upfront instalment OR buy-out), I was wondering if that makes these companies less long-term in light of the above study.

Of course I do understand that it’d be foolhardy to apply an academic study arbitrarily to any context, particularly in life sciences, where the author’s themselves have made a provision indirectly through their statement “Of course, early competition has a downside: Some new businesses fail before they have time to build up the immunity we describe” which sure sounds like the business of designing drugs.


Saturday, March 2, 2013

What when the boundaries blur between VC & PE?

My response on the highly thought provoking blog post "Venture Capital 2.0" by Drug Baron (David Grainger) - posted on 01/Mar/2013

---------------------------------------------------------------------------------------------

Once again a really thorough proposition by Drug Baron that leaves frustratingly little scope to contradict. For the sake of a debate I would still like to raise a few questions; make a few statements & generally try not to sound like mouthing a rejoinder in support of Venture Capital 1.0 - which it definitely is not! J

It is absolutely true that the VC model should periodically re-invent itself & evolve like the innovations of other kind it chases routinely – this, I believe is not just true of VCs focused on life sciences but for all others too. Also, after a quick read, I realized that one could misread the term “asset centric investing” if they do not go through what exactly Index ventures pursues through its IDDs – David, you may consider hyperlinking your statement “Asset-centric investing is only the first step on a road to improved returns for life science investors” to http://www.indexventures.com/blog/index/post/354.

Now, since the primary intent of the asset-centric-investing model appears to be de-risking venture funding to the LPs (and thus raise funds with less difficulty), the inferred premise(s) of this model appear to be as follows;
  • That the early discovery prior to lead-validation should-not-be/ need-not-be venture funded

  • That owing to the large investment & the inherent risk of failure, innovation (in particular drug discovery) is something better left to academic/ federal institutions & large pharmaceutical organizations that can afford the risk (did someone say, ‘risk is neither created nor destroyed, only transferred and hedged differently!’ :-))

  • And finally that any VC backed biotech with a “pipe-line” hasn’t probably thoroughly screened the clinical & commercial viability of candidates including, probably in a few cases other than, the lead-program candidate for which it managed to tease out some funding?

No doubt this model makes absolute sense to the fund of funds or LPs on its focus on sheer reduction of risk to IRRs but not sure if this model helps generate & nurture novel enterprises & why should it? - now I do realize that the ACI model also believes that creation of an innovative enterprise is NOT the VCs responsibility (probably since they are using ‘others money’ for this noble cause? J) & more a responsibility of the struggling entrepreneurs themselves?

Without sounding too knowledgeable about it, I would like to believe that across the past few years, VC seemed to have played a role in keeping afloat the spirit of enterprise at the most critical & vulnerable early stages and thus helped, however minimally, in letting a lot of budding innovators take root & grow their enterprises into cash-cow organizations that’d offer a lot more de-risked alternative asset investment options to the LPs.

So while I generally & unequivocally support the need for yet another paradigm shift in drug discovery methodology & innovation models, I am not sure if a VC model de-risked to this extent almost morphing into a PE would help this innovation paradigm nor help create the much needed pipeline of early innovative enterprises that later mature into investable asset-centric organizations.

Post thought:

In the current context of drastically reduced spend on basic discovery by big-pharma, I see that most most biotechs, drug discovery organizations have started to reinvent themselves into “drug development organizations” and have quite voluntarily started de-risking by building a pipeline/ portfolio of in-licensed/ spun-off ~pre-validated drug candidates . So I guess without so much as a nudge, the enterprise out there is all ready for Venture Capital 2.0 – Now again that doesn’t say much about the survival chances of real innovation that not necessarily stems from the largest of organizations/ institutions….. after all, garage innovation in life sciences appears to be a distinct possibility in in these winds of open source drug discovery.

Wednesday, February 27, 2013

Dialog on Drug Baron's post "The Primacy of Statistics: In defense of the pivotal Phase 3 Clinical Trial"


The Primacy of Statistics: In defense of the pivotal Phase 3 Clinical Trial

By Drug Baron (David Grainger)

My comment on the above post;

A very compelling argument indeed - One factor though I think needs to be taken into account is the type of indication for which the drug is being pursued.
While for the more prevalent indications such as metabolic disorders, cardio-vascular diseases et al where the sample size is large statistical rigor is highly relevant & decisive while approving the drug, can it be simultaneously argued that for orphan & other highly specific indications, where the sample is small, a solely statistical model will eliminate a lot of potential treatment options to statistical bias? – particularly since its being increasingly noted that an individual’s genetic make-up (presence or absence of mutations on a specific gene et al in the healthy or diseased tissue) can determine how the patient responds to the drug under evaluation? (case-in-study, Vemurafenib working for BRAFV600-Mutation Positive Metastatic Melanoma patients)  

Drug Baron's reply t my above comment:


davidgrainger Mod  Murali Apparaju  an hour ago

Thanks for your comment. This goes right to the nub of the argument.
You are exactly right that the slavish adherence to statistics will deny people (particularly in small indications) access to medicines that do actually work. In the limit, unless you are an identical twin, you are the only person with your genotype and maybe the drug would work brilliantly for you and for no-one else. With statistics as the gatekeeper, you will never get access to that drug.
BUT the key point of the piece is to point out that without statistics there is no way to know if that drug really did work for you. There is no control. At present (and maybe always) there is no alternative to a statistical test to be sure that a drug works at all.
Unless you are happy to approve drugs that MIGHT work, then we have no choice but to accept that with a statistically significant phase 3 trial as the "gatekeeper" we will reject drugs that actually work, but which we cannot prove they work.
For me, I would rather have the current system - where drugs have to be proven to work - than the one that existed prior to regulators, when snake-oil salesmen could sell anything as long as they could assemble a compelling enough argument to persuade the purchaser. That was a bad model - but allowing drugs through that havent passed a statistical test simply because they may work in some people, and there arent enough people to do the proper test, is a big step backwards.
Yet I see that happening more and more, particularly in the orphan drugs space that you plead as a "special case" - which is precisely why I wrote this article!

Wednesday, February 20, 2013

Has the rise of an Indian sun in drug discovery horizon turned out a no-show? OR is it a mere eclipse?

Looking up on google to put together my next post, I typed out the text “Drug discovery prospects India” and the top most hit was that of a 2012 Current Science study that went on to explain how the authors figured that the prospects are poor for original drug discovery in India. Not quite the encouraging start I was hoping for.., I scrolled further down and I find the counter poser, a report by Kauffman, no less, that predicted a bright future for drug discovery in India way back in 2008.

While the 2012 article, incidentally by Indian authors, isn’t necessarily a very brightly designed study and the Kauffman analysis isn’t exactly reeking of academic rigor, together these reports do raise the pertinent question of, if the rise of the Indian sun in drug discovery horizon turned out a no show? or is it a mere eclipse?

To part validate the above hypothesis, I went about tracking the flow of funds into life science enterprises within India in the past four years – some observations;

  • Considering the 2012 article slams the quality of innovation of Indian CROs,  the discovery services companies ironically cornered >40% of all the investment made in past three years
  • The investments into medical devices & diagnostics pretty much followed the global trend which has been incremental over years  
  • Manufacturing organizations, both biotech & small molecule attracted some investment, I’d guess a sentiment again aided by a hope of continued & incremental global outsourcing
  • Drug discovery organizations receiving venture capital rank at the very bottom of the list at 8% (as against 30% globally)

Even a cursory scan of the existing drug discovery strategies within Indian firms throws up the following aspects;
  • A lot of ‘me too’ approaches/ platforms, including choice of target protein that may have already lost out the race to the plethora of US/EU innovator organizations
  • Continuing the above line, a lack of novelty of approach, something that’d make an investor sit-up and take notice
  • Incomplete, inadequate composition of scientific-leadership teams  i.e. key functional leaders & a sound advisory board
  • A surprising lack of in-licensed drug candidates in the portfolios vis-à-vis’ efforts on building novel molecules from scratch
  • A similar lack of high pedigree academic partnerships, Indian as well as overseas
  • Last but not the least, a surprising lack of any focused attempt to use make use of the India-specific advantages like drug discovery based on Traditional & complementary medicine et al

As with most SWOTs, all the above weaknesses can be worked on and converted into opportunities. Looking at the diaspora of top-notch Indian chemists, molecular biologists, bio-physicists, pharmacologists across the globe making highly innovative & astute contributions to the drug discovery, development & clinical evaluation, I’d readily dismiss any talk of Indians not being up to it when it comes to path breaking innovation – only there is a definite need to re-purpose Indian drug discovery enterprise model, if I may say so & probably this is true for most other domains even.
      
Now, who’ll bell the cat? I say why not the investing universe?  of all geographies and domains out there, Indian drug discovery enterprise is where there's a crying, albeit unacknowledged, need for some astute thought leadership and strategic oversight so as to build, nurture & steer the foggy but promising entrepreneur pool - and who better than the venture capitalist to assume this constructive role, shift the paradigm & eventually partake the fruit of success?

Food for thought.

AFTER THOUGHT:

It’s about time the IRR of an Indian discovery organization is determined by the sheer value of the IP & portfolio it generates and NOT on whether the company is incorporated in Boston, Basel or Singapore.

Sunday, February 10, 2013

USER TRUST, the dope that can't be ignored in the race to monetizing cyber-social engagement – A commentary in light of the recent revamps to LinkedIn user experience

Okay, here goes…

FEW STATS & STATEMENTS..

With a market cap of over US$16 billion & revenues forecast slated at US$1.4 billion and supposedly* out-pacing the original social media biggie Facebook in terms of revenue v/s user base, LinkedIn is surely fanning the flames of market expectation of an aggressive performance coming year (*the revenue per user as of last financial year is ~ US$5, coincidentally for both LinkedIn & FB)

As a part of this expectation frenzy, the analysts have been postulating various acquisition targets based on LinkedIn’s need to grow faster, hence inorganically through acquisitions, though not all necessarily as pricey as Slideshare buyout and generate more revenues & earnings that’d justify its two years into public listing - In a funny kind of way, I feel the financial markets almost want LI to compensate for the laggard performance of Facebook J

SOME RANT & RIFFS..

As a regular user, I’ve been wearily noticing the rapid dilution of what used to be the core value-add of LinkedIn platform (vis-à-vis’ other social media) – its high quality user-experience!

While a major portion of this dilution happened through the unceremonious withdrawal of various tools & applications, a lot of it is also owing to the subtle or probably not-so subtle attempt to move away from being an egalitarian professional platform to becoming an elite platform where a few celebrities & myriads of followers exist at different levels of social relevance effected through a methodically tempered and manipulated 'visibility engineering' by the overseers……. not sure about what I’m saying?... ponder this;

Unceremonious WITHDRAWAL of apps
  • Just like that, one fine day most used & adored apps such as MY TRAVEL (TRIPIT); EVENTS; READING LIST BY AMAZON (along with all my reviews), BLOG LINK et al are all gone!! - Ironically, the settings still point me to the applications page where all the above application icons still exist, but defunct.
The subtle social DISENGAGEMENT:
  • STATUS UPDATE - No more one can use Twitter to update the LI status, the other way is possible though. Also, the status update is now “just one more activity” on your profile & the moment you post a comment on anything else, your status update goes into hiding below. Furthermore, your comment on a LI article itself is never shown, but a grab of the article on which you commented is displayed on your profile
  • ENGAGEMENT - The LinkedIn Answers is gone…. taking with it the zillions of high quality & ‘free’ opinion and advice
And what features get strengthened? 1) JOBS - with the introduction of talent solutions; Premium job-seeker et al 2) NEWS - with LinkedIn Today, Signal et al 3) TALENT SOLUTIONS – introduction of Skills and Expertise endorsements moving away from the much cumbersome recommendation 4) COMPANIES – with enhanced options for engagement with potential business associates and job aspirants et al and finally 5) PREMIUM USER ACCOUNT and the paying account privileges that come with it.

PUTTING STATS & RANTS TOGETHER..

Reading the trend of vanishing apps & features together with the names of potential acquisitions floating about, it does appear LI could end up acquiring and integrating a few companies such as;
  • VIADEO & ChinaHR  - to ramp up the user-base and thus the revenues
  • QUORA – to compensate for Answers & recreate the lost cause of stimulating user engagement.. and finally,
  • DEMANDBASE – to optimize the momentum of COMPANY pages and create a B2B integrated transaction platform
I don’t believe acquisition of MONSTER is something LinkedIn would/ should bother about?, as LI already enjoys the benefit of a better user perception (real?) of candidate quality plus a greater brand equity, which any association with a hard-core job site like Monster would only dilute.

Essentially, when the analysts out there propose these acquisitions, it’s all about money, valuation, market capitalization & essentially monetizing all the user-base unabashedly quite like what FB is trying to do.

THE MOMENT OF TRUTH..

But of course, these are enterprises after all and they’d want to make money & people who invested in those want them to make money. But when the very basis of a business is its user base, their interest and trust in the platform and it’s ethos, I am not sure if the solely revenue-inspired changes LI is affecting make complete sense.

I want to believe when LI web-page redirect I landed on says “We'll be focusing our efforts on the development of new and more engaging ways to share and discuss professional topics across LinkedIn” – I very badly want to……. I love/ loved being on LinkedIn, I want it to sustain my interest, I do want to still confide all my professional details to the platform without having a niggling doubt that LI is only teasing-out information it could use commercially and blocking-out information it can’t monetize – only I don’t see many signs of it. I, an average but avid social media denizen am not surely alone in this feeling of the user getting left high and dry in this chase of valuation.

I hope LinkedIn is listening & FB eavesdropping..... Please don’t do the mistake of taking the user for granted 'cause on a social media user is the primal stakeholder.

Cheers!

AFTER THOUGHT..

Is LinkedIn itself a candidate for take-over? I’d think so - it’d be the right acquisition for any company out there trying to dominate the cloud scene with an integrated gadget to boot. Would one of you gentleman please raise your hand? Tim, Jeff, Larry… anyone….??

Sunday, February 3, 2013

Pfizer Venture Investments (PVI) - a quick analysis of portfolio companies, categories

Trying to understand the driving factors behind the trends of life science investments in 2012, I was wondering if VC & CVCs behave differently or if one determines the trend & other follows it largely - which I realize is putting it too simplistically and perhaps the VC operates as one organism.

However, I believe that, with the genericization troubles looming large, the big pharma started to rationalize the product development strategies by taking into account parameters which hitherto were not given a serious thought.... foremost of which I'd guess is consumer behavior - This new diligence I expect will translate into the way big pharma CVCs have been building their portfolios over past 3+ years. 

Based on this premise, I tried to analyse the PVI portfolio & see if the data throws-up any tangible trend. Since I was unable to find the exact value of the funding in most cases (the funding rounds involved more than one VC, hence), I stayed with number of investments & hopefully the trend will still make some sense; 

A snap-shot of investment across innovation categories:


Some trends:

  • Medical Diagnostic investments equal Drug Discovery numbers (& not in all cases it is merely companion diagnostics related investment)
  • Enthusiasm for Medical devices & equipment is much lower than the overall average in 2012 (~50%) - However this I feel is still significant, as logic says a medcines company would be more interested drugs than devices
  • Interesting appearance of investments into companies that'd contribute to research /business/ operational advantages for the investing big pharma - surely pro-logical, but interesting nonetheless & showcases the emerging realities in sustaining business
  • Drug discovery at 30% only marginally higher than the 23% overall in 2012

Within the drug discovery investment, the innovation sub-categories point to a definite preference to go after platform technologies that'd generate leads in multiple therapeutic domains/ indications;


Overall, very interesting & I will hopefully continue this line of thought with another post or two.

Comments?


Saturday, February 2, 2013

Awards: So what if there are some & some win them?

My comment today on the latest blog entry by A VC @ http://www.avc.com/a_vc/2013/02/award-shows.html


When I'm in a business and I’m courting investors & clients alike all the time, out there if there's one event that has a better brand equity than my new start-up's wet-behind-the-ears name has...., I'd surely want to jump right in & improve my chances of getting that extra nano-sec of attention, exposure and the possible business that could come along - please note my usage of would, could - no guarantees here folks, like in any investment, there's only hope which is not always merely fond...
Surely, self-nomination requires some amount of self-assuredness if not cocksureness...& if the few eyeballs I got when I figured in the nominations turn to lot more when I win - hey, am not complaining - you shouldn't even!