• No results found

Valuation in Life Sciences. Third edition

N/A
N/A
Protected

Academic year: 2021

Share "Valuation in Life Sciences. Third edition"

Copied!
13
0
0

Loading.... (view fulltext now)

Full text

(1)

Valuation in Life Sciences

(2)
(3)

Boris Bogdan

·

Ralph Villiger

Valuation in Life Sciences

A Practical Guide

Third edition

(4)

Dr. Boris Bogdan Avance, Basel GmbH B¨aumleingasse 2 4051 Basel Switzerland [email protected] Ralph Villiger Avance, Basel GmbH 4051 Basel Switzerland [email protected] ISBN 978-3-642-10819-8 e-ISBN 978-3-642-10820-4 DOI 10.1007/978-3-642-10820-4

Springer Heidelberg Dordrecht London New York

c

Springer-Verlag Berlin Heidelberg 2007, 2008, 2010

This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law.

The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.

Printed on acid-free paper

Springer is part of Springer Science+Business Media (www.springer.com)

Cover design: WMXDesign GmbH, Heidelberg

Library of Congress Control Number: 2010924856

(5)

Foreword to the First Edition

Capital, whether it originates from venture, public equity, private, or gov-ernment sources, continues to be biotech’s source of sustenance. In fact, access to financing can make or break a company, regardless of whether it has Nobel Prize winning science or a top-flight business school manage-ment team.

In order to attract capital there has to be a “value proposition” that is sufficiently engaging and well constructed that will not only capture the imagination of investors but also make them want to ultimately invest.

This book recognizes that there is no consent on how to apply valuation methodologies in life sciences. One of the complicating factors is that, compared to other industries, valuation of biotech innovation is much more demanding. The long 10-15-year development and clinical trials process still represents the main risks faced by any biotech company. Added to that is the fact that getting a drug across the regulatory goal line and receiving Food and Drug Administration approval (or other regulatory agency ap-proval in the United States or elsewhere in the world) for marketing is no longer good enough. Since the biotechnology industry is not isolated from the major influences affecting the overall healthcare industry, the reality of de facto healthcare cost controls will mean a significant reduction in “peak sales” for individual drugs. Science will no longer be the deciding factor; payor agents will play a far more activist role via reimbursement criteria, co-payment arrangements and similar rationing technologies. Reimburse-ment planning starts with clinical planning.

At the dawn of the biotechnology industry, early investors had very few metrics with which to base and compare their investment decisions and valuations of such fledgling companies as Amgen and Genentech were “negotiated events”. Investors bought into the hopes, dreams and expecta-tions that the scientists and entrepreneurs were selling.

Fast forward to today and the industry is still extolling those same hopes and dreams that its innovation can make a difference … meet an unmet medical need with a breakthrough therapeutic; create better crops; improve the environment, or protect the population from the threat of bioterrorism.

(6)

VI Foreword to the First Edition

By and large, the investment community and capital markets have liked what they have heard. For the comparatively short 30-plus year history, this industry has attracted almost $400 billion. Capital continues to flow into biotechnology companies at incredible rates and this year alone we predict that a new milestone will be reached for the industry with $40 billion being invested in the United States alone. We have come a long way in a very short space of time.

Those of us who fund innovative, but relatively immature enterprises not only have to recognize the best-in-class companies but also understand how the future will unfold in the light of constant technology change. The maturing industry that is now melding its scientific entrepreneurship with the needs and culture of its larger commercial reality is an ever-increasing challenge. In the early days, the dream of an emerging biotechnology company was to become a fully integrated pharmaceutical company and lever its intellectual property portfolio into a stream of blockbuster drugs.

To demonstrate how dramatically this business model and landscape can change – the focus on a one-size fits-all blockbuster drug is a strategy that may have run its course. The best selling drug of 2020 is somewhere be-tween the bench and pre-clinic trials … but who knows if big pharma, as we know it, will develop it. The successful companies of the future will be those that marry both molecular diagnostics with targeted drugs and deliver effec-tive personalized therapies. We are witnessing an unprecedented rate of evo-lution and transformation in the life sciences and healthcare. We are in an era of personalized medicine where the promise is compelling for the future of health care … personalized medicine offers earlier and more precise di-agnoses, treatments tailored to the individual, reduction of side affects and adverse reactions to drugs, breakthroughs in treatment, and ultimately pre-vention of major diseases such as cancer, diabetes and Alzheimer’s.

On the other side of the ledger the move to a more personalized, predic-tive and prevenpredic-tive medicine (the three “P’s”) world that will revolutionalize the health care system, as we know it today, is challenging pharmaceutical and biotechnology companies alike to adapt. Up until recently, their focus has been on the discovery of blockbuster drugs. Now, with the conver-gence of IT and genomics, smarter drug delivery and “labs” on a chip are moving us down an inevitable path towards targeted personalized medicines – away from “blockbusterology” – and spotting “early warning” signs of impending health problems. Science is leading into a promising realm of new technologies such as theranostics, responder/non-responder effect of biomarkers, molecular diagnostics and the re-emergence of genomics and proteomics companies in an era of tougher regulations governing the safety of drugs with payors looking to decrease the costs of health care.

(7)

Foreword to the First Edition VII

Creating a successful and profitable biotechnology enterprise is there-fore just as complicated as the genetic and cellular innovations that the company is trying to commercialize. Conservative estimates tell us that a biotech company will need close to $2 billion (according to recent esti-mates) and at least 12-15 years before any patient receives its novel drug therapy and returns on this massive investment can be generated. Along the way, the company will face many challenges: For its product – numer-ous and stringent regulatory hurdles; for the corporation – fickle financial markets; product competition; rapidly changing technologies; and difficul-ties in recruiting and retaining skilled staff. Taking all these factors into account small wonder that the chance of bringing a drug to market is about 1 in 1000!

Thus, as investors, we are taking a chance, it’s true, but we view this as a very necessary investment in the future of mankind – and that gives us courage. Also, there is an opportunity for moving the science forward into commercialization, and for creating value. This, of course, requires a tre-mendous amount of due diligence and dogged research, but those of us who have stayed with this industry for decades know that the effort is well worth it.

While, as investors we have the courage to be part of a better future our investment decisions have to be tempered with reality and on arriving at appropriately calculated valuations of the company’s worth … after all in-vestment comes at a price to the entrepreneur. As a long-time investor in life sciences and someone who has been involved in the process of “valua-tion” for many years this is where the rubber meets the road in the deal making process. Tension on both sides of the negotiation table might be ameliorated if there was one agreed on set of rules about what a piece of technology or biotech companies are actually worth.

The claim is made that the process of valuation in biotechnology is one part science and one part art. I would argue that there is a third essential ingredient, and perhaps the most important, and that is passion. Without it the biotechnology industry, perhaps would never have come into being.

Any assistance that can help us figure out, in a more rational way, the complexity of the “value proposition” will help both communities at the bargaining table reach more realistic valuations is welcomed. A company’s value lies in its potential to generate a stream of profits in the future. Profits can be generated from sales of drugs, services but also from up-front, milestone and royalty payments. All valuation exercises are based on determining a company’s future, which requires many assumptions such as: the state of the market targeted and the potential share obtainable; the

(8)

VIII Foreword to the First Edition

company’s intellectual property and its freedom to operate; third, the ability of management to deliver on the business plan; and fourthly, the absolute size of the financing and what’s needed to get to the next value inflection point. There is no “magic bullet” when it comes to valuation and it has remained a “black box” process for even the most seasoned in-vestment professionals.

The authors have, therefore, done an admirable job in setting out a roadmap for valuation in life sciences. They take us from this often times subjective operation to the more rational scientific process. The detailed worked examples are particular helpful in reducing the process into a more practical operation. This text will become a useful addition to the reference shelves of both the entrepreneur and investment professional alike and must reading for anyone contemplating raising investment capital.

G. Steven Burrill, November 2006 CEO, Burrill & Company

(9)

Table of Contents

Introduction...1

The Life Sciences Industry ...2

Academia...2

Biotech...3

Pharma...4

Valuation ...5

The Role of Valuation ...5

Current Problems in Valuation ...6

Basics of Valuation...11 Introduction ...11 Fundamentals...11 Cash Flows ...11 Discounting...13 Valuation Methods ...29

Discounted Cash Flows Valuation ...29

Decision Tree...32

Real Options ...36

Difference Between Real Options and Financial Options...59

Valuation of Financial Options...60

Valuation in Life Sciences ...67

Fundamentals...67

Drug Development ...67

Medical Device Development and Approval ...70

Cost...72

Success Rates...74

Time...76

(10)

X Table of Contents

Discounting... 96

Volatility... 100

Project Valuation ... 103

Project Valuation: DCF ... 105

Project Valuation: Decision Tree ... 113

Project Valuation: Real Options... 121

Simulations of Projects... 134

Sensitivity Analysis and Sensitivity-Simulations... 143

License Contract Valuation ... 146

Fundamentals of Licensing... 146

Valuation of License Contracts: DCF ... 152

Valuation of License Contracts: Real Options ... 160

Advanced Topics in Project and License Contract Valuation ... 169

Early-Stage Licensing with Possible Sublicensing... 169

Simulation of License Contracts... 194

Discovery and Preclinical License Deals: What’s Realistic? ... 195

How to Read a Deal... 197

The Virtual Company Model... 201

Negotiating License Deals... 208

Valuing License Contracts with Multiple Indications ... 218

Valuing Projects with Multiple Markets ... 232

Technology Valuation and Feed Rate... 233

IP Valuation... 235 Pipeline Valuation ... 243 Portfolio Management ... 245 Introduction ... 245 Qualitative Approaches ... 247 Quantitative Approaches ... 248

Optimal Portfolio Structure ... 250

Company and Stock Valuation ... 255

Introduction to Company Valuation ... 255

Theory ... 258

Interpretation of Valuation Results... 273

Simulation on Company Level ... 275

Case Company Valuation ... 275

Stock Valuation ... 278

Advanced Company Valuation... 284

Mergers and Acquisitions... 290

(11)

Table of Contents XI Exercises ...305 Introduction ...305 Exercises...305 Solutions ...311 Case Studies...331 Introduction ...331 Case Study 1 ...331 Case Study 2 ...338 Case Study 3 ...346 Case Study 4 ...354 References...363 Index...365

(12)
(13)

Abbreviations

BLA Biologics license application CAPM Capital asset pricing model CNS Central nervous system

CVS Cardiovascular system DCF Discounted cash flows

DF Discount factor

EMEA European medicines control agency ESOP Employee stock options plans EUT Expected utility theory FDA Food and drug administration GIT Gastrointestinal tract IND Investigational new drug

IP Intellectual property IPR Intellectual property rights

IRR Internal rate of return

MCPM Market-derived capital pricing model M&A Mergers and acquisitions

NCE New chemical entity NDA New drug application

NME New molecular entity NPV Net present value

PDE Partial differential equations PMA Pre-market approval rNPV Risk adjusted net present value ROV Real options valuation

R&D Research and development VBA Visual basic for applications WACC Weighted average cost of capital

References

Related documents

Results of the survey are categorized into the following four areas: primary method used to conduct student evaluations, Internet collection of student evaluation data,

Consistent with the descriptive results of Table 2 we find that even after controlling for industry and firm- specific characteristics, the location characteristics

Key words: food industry, enterprises, Russian and foreign ownership, revenue, assets, dynamics, variance analysis Сравнительный анализ показателей

Address: 1 Section Emergency Medical Care, Department of Anaesthesiology, Medical Faculty RWTH Aachen University, Aachen, Germany, 2 AIXTRA – Aix-la-Chapelle Centre

To model adherence benefits, predicted event risks were multiplied by relative risk reductions expected with full adherence to antihypertensive and statin therapy.. In ASCOT– LLA,

Our results suggest that, at least for industries in which developing countries have comparative advantage, and yet where there is limited technical progress,

The level of awareness and training relating to the relevant legislation and the ACCC/ASIC Debt Collection Guideline for Collectors and Creditors, including analysis by

We are truly appreciative of the time taken by the Middle Eastern and Burmese young people from across the Illawarra and Shoalhaven region who participated in our focus groups