Valuation of Pharma Companies: 5 Key Considerations

Copyright © DrugPatentWatch. Originally published at https://www.drugpatentwatch.com/blog/

Pharmaceutical company valuation presents unique challenges due to the industry’s distinctive characteristics, including lengthy development cycles, intense regulatory scrutiny, and substantial R&D investments. Understanding how to properly value these companies requires specialized approaches that account for the high-risk, high-reward nature of drug development. This comprehensive analysis explores five critical considerations that drive pharmaceutical valuations, integrating multiple frameworks to provide a holistic view of this complex process. From pipeline evaluation to financial methodologies and strategic positioning, these factors collectively determine a pharmaceutical company’s true worth in today’s rapidly evolving healthcare landscape.

The Unique Landscape of Pharmaceutical Valuation

The pharmaceutical industry operates under a set of conditions unlike almost any other sector. Traditional valuation methods often fall short when applied to pharmaceutical companies due to several industry-specific factors. The life cycle of prescription drugs is relatively brief, with high-margin revenue potentially dropping to zero almost overnight when drug patents expire. This creates a valuation environment where companies with little to no current revenue may nonetheless command valuations in the billions of dollars[2].

Why Traditional Valuation Methods Fall Short

Conventional business valuation approaches typically rely on consistent revenue streams, predictable growth patterns, and established market positions. However, pharmaceutical companies operate in a realm where a single clinical trial result can double or halve a company’s market value overnight. The binary nature of regulatory approvals creates valuation discontinuities that standard models struggle to accommodate. Additionally, the lengthy development timeline—often spanning a decade or more—means that traditional discounting methods may undervalue potential future returns[1].

The High-Risk, High-Reward Nature of Pharmaceutical Development

Pharmaceutical development represents one of the highest-risk business ventures in the modern economy. The probability of a drug candidate successfully progressing from discovery to market is exceedingly low, with most estimates suggesting less than 10% of compounds entering clinical trials will ever reach commercialization. However, those that do succeed can generate billions in revenue annually, creating asymmetric risk-reward profiles[1][3].

The valuation process must therefore account for both the extraordinary costs associated with drug development and the potentially enormous returns from successful candidates. As one industry expert noted, “Pharmaceuticals are high-growth, high-profit, and high-risk. Furthermore, the drug development pipeline is important enough that companies with little to no revenue may nonetheless be worth billions of dollars”[2].

Key Consideration #1: Drug Pipeline Evaluation

The drug pipeline represents the future potential of pharmaceutical companies and stands as the most critical element in valuation exercises. A robust pipeline indicates a company’s ability to sustain and grow its revenue stream beyond existing marketed products, particularly crucial given the finite lifetime of drug patents[1].

Assessing Pipeline Quantity and Quality

Pipeline evaluation requires both quantitative and qualitative assessment. Merely counting the number of candidates in development provides an incomplete picture. Analysts must carefully evaluate each candidate’s:

  1. Scientific novelty and differentiation from existing treatments
  2. Addressable market size and unmet medical need
  3. Competitive landscape for the target indication
  4. Intellectual property protection strength and duration
  5. Clinical data quality and comparative efficacy signals

The quality assessment involves deep scientific and clinical expertise to determine which pipeline assets are likely to demonstrate meaningful clinical benefit and commercial viability. This evaluation serves as the foundation upon which all other valuation considerations rest[1].

Stage-Specific Pipeline Valuation

The value of pipeline assets increases substantially as they progress through clinical development stages, reflecting reduced risk and proximity to commercialization. Each stage carries distinct risk profiles and valuation implications.

Pre-Clinical Assets

Pre-clinical assets typically receive the steepest risk adjustment in valuation models. These early-stage candidates have not yet been tested in humans and face significant hurdles before entering clinical trials. Valuations typically assume a 1-10% probability of success for these assets, reflecting the high attrition rate at this stage[4].

For pre-clinical assets, valuation often focuses on the scientific rationale, animal model data quality, and target validation strength. While individually these assets may contribute minimally to overall company value, a robust pre-clinical pipeline provides important optionality value and indicates sustainable research capabilities[4].

Phase I Clinical Trials

Phase I trials primarily assess safety and dosing in healthy volunteers or small patient populations. At this stage, valuation models typically apply a 10-20% probability of success, reflecting the reduced risk compared to pre-clinical assets but still acknowledging the significant challenges ahead[4].

The value increase upon successful Phase I completion can be substantial, as the risk-adjusted net present value (rNPV) calculations demonstrate a significant value inflection at this point. Success in Phase I confirms that the drug candidate has acceptable safety profiles for continued development[3][4].

Phase II and III Clinical Trials

Phase II trials evaluate efficacy signals and expand safety assessments, while Phase III trials provide definitive efficacy data from large patient populations. Success probabilities typically range from 20-40% for Phase II assets, while Phase III candidates with positive earlier data may carry success probabilities of 50-70%[4][5].

The value differential between Phase II and Phase III assets is often dramatic, reflecting the substantially higher probability of eventual approval following positive Phase III results. As noted in the analysis of biotech asset valuation methods, “the drug candidate’s value increases under both the rNPV and VC valuation methods the further along it is in development (and the closer it is to commercialization)”[5].

Regulatory Review Stage

Assets in regulatory review represent the lowest-risk pipeline components, with approval probabilities often exceeding 80-90% for candidates with strong Phase III data. At this stage, valuation focuses primarily on market access considerations, potential label restrictions, and launch sequencing rather than development risk[5].

Key Consideration #2: Financial Valuation Methodologies

Pharmaceutical valuation integrates multiple financial methodologies, each providing unique insights into company value. The most common approaches include risk-adjusted Net Present Value (rNPV), Discounted Cash Flow (DCF) analysis, Forward P/E ratios, and Venture Capital methods.

Risk-Adjusted Net Present Value (rNPV)

The risk-adjusted Net Present Value methodology has emerged as the gold standard for pharmaceutical asset valuation, particularly for development-stage candidates. Unlike standard NPV calculations, rNPV explicitly incorporates the probability of success at each development stage, providing a more realistic valuation framework for high-risk pharmaceutical projects[3].

Calculating rNPV for Pharmaceutical Projects

The rNPV calculation requires detailed inputs, including:

  1. Expected cash outflows (R&D expenses and clinical trial costs)
  2. Projected cash inflows (future revenues if approved)
  3. Stage-specific probability of success
  4. Appropriate discount rate
  5. Timeline to market and expected commercial lifespan

The formula essentially weights future cash flows by their probability of occurring, then discounts them to present value using an appropriate discount rate. This methodology provides a more nuanced view of value than traditional NPV by explicitly accounting for the high failure rates in pharmaceutical development[3][5].

“Ordinary NPV calculation requires knowledge of expected cash inflows and cash outflows plus the probability of technical and regulatory success. Risk-adjusted NPV also requires knowledge of the relevant success rates for each stage of drug development. Plenty of historic data exists concerning probabilities of success for pharma R&D projects.”[2]

Limitations of rNPV in Practice

While rNPV provides a robust theoretical framework, its practical application faces several challenges. The methodology is highly sensitive to input assumptions, particularly regarding success probabilities and discount rates. Small changes in these parameters can dramatically alter valuation outputs. Additionally, accurately forecasting revenue for novel therapeutics targeting unproven markets introduces significant uncertainty[5].

Industry practitioners often complement rNPV with other valuation approaches to develop a more comprehensive view of company value. As illustrated in comparative analysis of valuation methods, the difference between rNPV and other approaches like Venture Capital methods can be substantial, particularly for early-stage assets[5].

Discounted Cash Flow Analysis in Pharma

DCF analysis attempts to determine a company’s value based on projections of how much value it will create in the future. For pharmaceutical companies, this requires detailed modeling of both the R&D investment phase and the commercial revenue phase for each significant asset[2].

The DCF approach differs from rNPV primarily in how it handles risk. While rNPV explicitly adjusts cash flows by their probability of occurring, DCF typically incorporates risk through higher discount rates. This methodology works well for companies with established commercial products but becomes increasingly challenging for early-stage companies with primarily pipeline assets[2].

When applying DCF to pharmaceutical companies, analysts must pay particular attention to:

  1. Patent expiration timelines and associated revenue cliffs
  2. Launch timelines and uptake curves for pipeline products
  3. R&D expenditure forecasts for major development programs
  4. Pricing pressure scenarios in key markets
  5. Competitive entry timing and impact assessments

Forward P/E Ratio Assessment

The Forward Price-to-Earnings ratio helps investors understand the value of a pharmaceutical company compared to historical P/E values or competitor multiples. This approach is particularly useful for companies with pipeline products approaching commercialization or in early launch phases[2].

Forward P/E valuation requires earnings forecasts that incorporate both currently marketed products and expected future launches. The approach is more reliable for late-stage assets with clearer revenue potential than for early-stage pipeline candidates with higher uncertainty. Pharmaceutical companies often trade at higher Forward P/E multiples than other sectors, reflecting their growth potential and the scarcity value of innovative therapeutics[2].

Venture Capital Approaches

For earlier-stage pharmaceutical companies, particularly those without marketed products, Venture Capital valuation methods provide an alternative framework. These approaches typically apply revenue multiples to projected peak sales, then discount this terminal value to the present using high hurdle rates that implicitly capture development risk[4][5].

The VC approach is notably different from rNPV in that it doesn’t explicitly model each stage of development or separate success probabilities. Instead, it subsumes all risks and costs into the hurdle rate and exit multiple assumptions. This creates a more streamlined valuation process but may oversimplify the complex risk profile of pharmaceutical development[5].

Key Consideration #3: Development Stage Risk Assessment

The pharmaceutical development process follows a well-defined regulatory pathway with distinct stages, each carrying different risk profiles and value implications. Understanding these stage-specific risks is critical to accurate valuation.

Success Rate Probability by Clinical Phase

Historical data provides valuable benchmarks for stage-specific success probabilities, though these vary considerably by therapeutic area and modality. Typical success rates by development stage include:

  1. Pre-clinical to Phase I: 10-15%
  2. Phase I to Phase II: 50-65%
  3. Phase II to Phase III: 30-40%
  4. Phase III to Approval: 60-70%
  5. Cumulative probability of success (pre-clinical to approval): 1-5%

These probabilities serve as crucial inputs to risk-adjusted valuation models and help calibrate appropriate discount rates for different development stages[4][5].

When valuing early-stage assets, analysts typically employ risk adjustment factors aligned with these historical probabilities. As noted in the research on biotech valuation approaches, “I use the following probability of success: 1% – 10% for pre-clinical assets, 10% – 20% for phase 1 drugs, 20% – 40% for phase 2 products”[4].

Impact of Development Milestones on Valuation

Successful achievement of development milestones creates significant value inflection points. The most notable value increases typically occur with:

  1. Positive proof-of-concept data in Phase II trials
  2. Successful Phase III pivotal trial results
  3. Regulatory approval in major markets
  4. Successful commercial launch exceeding revenue expectations

Each milestone reduces uncertainty and brings the asset closer to commercialization, justifying substantial upward valuation revisions. The magnitude of these value increases varies by therapeutic area, with larger jumps typically seen in areas with high unmet need or limited competition[1][5].

Regulatory Approval Considerations

Regulatory approval represents the final significant hurdle before commercialization. The approval process carries its own distinct risks, including potential advisory committee reviews, complete response letters requiring additional data, or label restrictions that limit commercial potential[1].

Valuation models must account for these regulatory risks separately from clinical development risks. The timing of regulatory reviews also impacts valuation through discounting effects, with longer review periods reducing present value. Factors that can influence regulatory timelines include:

  1. Designation status (standard review vs. priority review)
  2. Complexity of the data package
  3. Agency resource constraints
  4. Novel mechanism of action requiring additional scrutiny
  5. Safety signals requiring risk evaluation and mitigation strategies

Key Consideration #4: Market Dynamics and Competitive Positioning

Beyond company-specific factors, broader market dynamics and competitive positioning significantly influence pharmaceutical valuations. Comprehensive competitor analysis helps identify market opportunities and anticipate industry shifts[1].

Patent Lifecycle Management

Patent protection provides the foundation for pharmaceutical product value, creating temporary market exclusivity that enables premium pricing. Effective patent lifecycle management strategies can substantially extend a product’s valuable commercial life and therefore its contribution to company valuation[2].

Key patent considerations that impact valuation include:

  1. Composition of matter patent expiration dates
  2. Method of use patent extensions
  3. Formulation patents protecting delivery mechanisms
  4. Geographic patent coverage in key markets
  5. Patent challenge risks and litigation defense strategies

The anticipated revenue cliff following patent expiration dramatically impacts discounted cash flow models, with branded product revenues often declining 80-90% within months of generic entry for small molecule drugs. This creates a terminal value challenge distinct from most other industries[2].

Biosimilars vs. Generics Market Impact

The impact of exclusivity loss differs significantly between small molecule drugs facing generic competition and biologics facing biosimilar entry. As noted in the research, “When drug patents on small molecule drugs expire and generic drugs enter the market, revenue for branded drugs can drop more than 90 percent almost instantly… This is not necessarily true for biosimilars”[2].

For biologic products, revenue erosion following biosimilar entry typically occurs more gradually, with originator products often retaining substantial market share even years after competition begins. This differential impact creates valuation distinctions between companies primarily focused on small molecules versus those with biologics portfolios[2].

Valuation models must account for these different competitive dynamics when projecting terminal values and assessing the value of late lifecycle products. The more gradual revenue erosion for biologics can significantly increase their lifetime value contribution compared to small molecules with similar peak sales[2].

Geographic Market Penetration Strategies

Pharmaceutical markets exhibit substantial geographic differences in pricing, reimbursement, regulatory requirements, and competitive dynamics. Effective global commercialization strategies significantly impact valuation by maximizing revenue potential across diverse markets[1].

Valuation models typically assess geographic expansion opportunities through:

  1. Market-specific pricing assumptions
  2. Reimbursement probability scenarios
  3. Launch sequence timing across regions
  4. Market-specific penetration curves
  5. Local competitive landscape analysis

Companies with demonstrated capabilities in navigating complex global market access challenges often command valuation premiums compared to those with more limited geographic reach or experience.

Key Consideration #5: Strategic Value Drivers

Beyond financial metrics and development risk assessments, several strategic factors significantly influence pharmaceutical company valuations. These strategic elements are particularly important when considering acquisition valuations or investment decisions.

Merger and Acquisition Potential

The pharmaceutical industry has experienced significant consolidation, with larger companies regularly acquiring smaller firms to access innovative technologies or promising pipeline assets. This acquisition landscape creates a “strategic exit value” that often factors into valuation calculations, particularly for smaller companies[2].

“In pharmaceuticals, it’s not unusual for small and medium-sized companies to be valued partly based on the likelihood of their being acquired by a larger pharmaceutical company. Therefore, many pharmaceutical investors attempt to identify good M&A candidates and develop a value for the companies based on how much bigger pharma companies are likely to pay.”[2]

Factors that enhance M&A attractiveness include:

  1. Pipeline assets addressing strategic priorities for potential acquirers
  2. Complementary technology platforms
  3. Therapeutic area leadership in specialized markets
  4. Commercial synergy potential with acquiring companies
  5. Scarcity value in innovative modalities or mechanisms

While acquisition premium potential shouldn’t be the primary valuation driver, it represents an important consideration, particularly for venture-backed companies with defined exit timelines[2].

Peak Sales Methodology

The peak sales potential approach represents a simplified but useful framework for early-stage asset valuation. This methodology estimates future peak annual sales for a product, then applies an appropriate sales multiple to determine terminal value[4].

A typical approach follows this structure:

  1. Estimate addressable patient population
  2. Apply reasonable diagnosis and treatment rates
  3. Project market share based on product profile and competitive landscape
  4. Determine appropriate pricing assumptions
  5. Calculate peak sales (patients × price × market share)
  6. Apply appropriate sales multiple (typically 3-5× for pharmaceuticals)
  7. Risk-adjust based on development stage
  8. Discount to present value

This approach provides a transparent, easily communicated valuation framework particularly suited to early-stage assets where detailed cash flow modeling carries excessive uncertainty[4].

Indication Breadth and Molecule Characteristics

The strategic value of pharmaceutical assets is significantly influenced by their potential application across multiple indications and their inherent molecular characteristics. Products with potential across numerous therapeutic areas offer substantial optionality value that may not be fully captured in single-indication financial models[1].

Similarly, certain molecular characteristics confer strategic advantages that enhance valuation:

  1. Novel mechanisms of action addressing previously untreatable conditions
  2. Improved safety profiles in categories with existing efficacy challenges
  3. Convenient administration routes in chronic use settings
  4. Platform technologies enabling multiple future applications
  5. Enhanced targeting capabilities reducing off-target effects

These strategic considerations often justify valuation premiums beyond what pure financial models might suggest, particularly when they create sustainable competitive advantages or address critical unmet medical needs[1].

Practical Application: A Step-by-Step Approach to Valuation

Translating theoretical valuation frameworks into practical application requires a structured approach, particularly for early-stage pharmaceutical assets. Industry practitioners have developed streamlined methodologies that balance analytical rigor with pragmatic simplicity.

The 5-Step Framework for Early-Stage Assets

A practical framework for first-level valuation of biotech projects provides a consistent approach without requiring excessive time and resources—particularly valuable when assessing early-stage assets still 8-10 years from market[4].

This methodology follows five key steps:

Step 1: Peak Sales Potential Assessment

The foundation begins with estimating peak sales potential based on:

  • Addressable patient population analysis
  • Reasonable penetration rate projections
  • Market share assumptions based on product differentiation
  • Pricing assumptions aligned with value and competitive landscape

This initial market sizing exercise provides the revenue anchor for subsequent valuation steps[4].

Step 2: Equity Value Calculation

The second step applies an appropriate price-to-sales multiple to the peak sales projection. For innovative biotechnology products, a multiple of approximately 5× peak sales often serves as a reasonable benchmark, though this varies by therapeutic area and competitive dynamics[4].

Step 3: Risk Adjustment Application

The framework then applies a risk adjustment factor based on development stage, incorporating the probability of regulatory approval. Typical risk adjustments follow this pattern:

  • Pre-clinical assets: 1-10% probability
  • Phase I candidates: 10-20% probability
  • Phase II programs: 20-40% probability

The specific adjustment within these ranges considers factors like target validation strength, mechanism of action novelty, and therapeutic indication complexity[4].

Step 4: Time Horizon Determination

The fourth step establishes an appropriate time horizon by estimating the years required to demonstrate commercial potential. This typically includes:

  • Remaining pre-clinical development (if applicable)
  • Clinical development timelines across phases
  • Regulatory review periods
  • Initial commercialization years to assess market uptake

A typical timeline spans 8-11 years from early development to commercial validation[4].

Step 5: Discount Rate Application

The final step applies an appropriate discount rate to derive current equity value. Industry practitioners typically employ discount rates around 12% for pharmaceutical assets, though this varies based on company stage, therapeutic focus, and market conditions[4].

Case Study: Valuation Through Development Stages

The practical impact of this valuation framework becomes evident when examining how asset values evolve through development stages. According to detailed financial modeling of a hypothetical drug candidate:

The drug candidate’s rNPV at Phase I is approximately $45.8 million after subtracting expected R&D costs. As the asset progresses through clinical development, this value increases substantially:

  • At Phase II initiation: $87.3 million
  • At Phase III initiation: $165.9 million
  • At NDA submission: $312.1 million

This value progression reflects both the increased probability of success and the reduced remaining R&D investment required as development advances[5].

Interestingly, when alternative sales projection models are applied—assuming slower initial uptake but faster growth to higher peak sales—the drug candidate’s rNPV at Phase I jumps significantly to $265 million, highlighting the dramatic impact of revenue assumptions on valuation outcomes[5].

Key Takeaways

The valuation of pharmaceutical companies requires specialized approaches that account for the industry’s unique characteristics. Five key considerations stand out as critical to accurate valuation:

  1. Drug Pipeline Evaluation: The foundation of pharmaceutical valuation rests on comprehensive pipeline assessment, with value significantly tied to potential future revenue streams from treatments under development.
  2. Financial Valuation Methodologies: Multiple frameworks provide complementary insights, with risk-adjusted Net Present Value (rNPV) emerging as the gold standard for development-stage assets, while DCF, Forward P/E ratios, and VC approaches offer valuable alternative perspectives.
  3. Development Stage Risk Assessment: Values increase substantially as drug candidates advance through clinical stages, reflecting reduced risk and proximity to commercialization, with each stage carrying distinct probability profiles.
  4. Market Dynamics and Competitive Positioning: Patent lifecycles, differential impacts of biosimilars versus generics, and geographic market penetration strategies significantly influence valuation models and terminal value assumptions.
  5. Strategic Value Drivers: M&A potential, peak sales methodologies, and indication breadth provide additional valuation dimensions beyond pure financial metrics, particularly important for innovative early-stage companies.

Effective pharmaceutical valuation requires balancing quantitative rigor with strategic insight, employing multiple methodologies to develop a comprehensive view of company value across its entire portfolio lifecycle. As the industry continues evolving, valuation approaches must likewise adapt to capture emerging value drivers in precision medicine, cell and gene therapies, and novel treatment modalities.

Frequently Asked Questions

How does the valuation of pre-revenue pharmaceutical companies differ from traditional business valuation?

Pre-revenue pharmaceutical companies require specialized valuation approaches that focus primarily on pipeline potential rather than current financial performance. Unlike traditional businesses valued on cash flow or earnings metrics, pre-revenue pharmaceutical companies derive most of their value from future assets still in development. The valuation process employs risk-adjusted methodologies that explicitly account for the high failure rates in drug development while capturing the extraordinary potential returns from successful candidates. This creates a valuation paradox where companies with minimal current revenue but promising pipeline assets may command valuations in the billions—a scenario rarely seen in other industries.

What impact does orphan drug designation have on pharmaceutical company valuation?

Orphan drug designation significantly enhances valuation through multiple mechanisms. First, it provides extended market exclusivity beyond standard patent protection (7 years in the US, 10 years in the EU), creating longer revenue projection periods in valuation models. Second, orphan programs typically face reduced clinical development costs due to smaller required trial sizes and potential regulatory fee waivers. Third, orphan indications often support premium pricing due to limited patient populations and high unmet need. Finally, orphan programs may benefit from accelerated development timelines, reducing the discounting impact in NPV calculations. Together, these factors frequently lead to valuation premiums for companies with significant orphan drug portfolios.

How should investors interpret differences between rNPV valuation and market capitalization for pharmaceutical companies?

Differences between calculated rNPV and market capitalization reflect several factors investors should consider. Market valuations may incorporate broader strategic considerations beyond pure financial modeling, including platform technology potential, management team quality, or M&A speculation. Divergences may also indicate market assessments of pipeline risk that differ from published benchmarks used in rNPV calculations. Additionally, market capitalizations fluctuate with investor sentiment and sector trends, while rNPV represents a more fundamental analysis. Rather than viewing either as “correct,” investors should use both perspectives—exploring differences to identify potential mispricing opportunities or overlooked risks in their investment thesis.

What valuation approach works best for emerging modalities like cell and gene therapies?

Emerging modalities like cell and gene therapies present unique valuation challenges due to limited commercial precedents, complex manufacturing considerations, and potentially curative treatment profiles. The most effective approaches combine traditional rNPV with scenario analysis that explicitly models different durability outcomes. Peak sales methodologies require adjustment to account for “one-and-done” treatment paradigms versus chronic therapies. Given the transformative potential but higher uncertainty, multiple valuation methods should be employed with sensitivity analysis around key assumptions like durability, eligible patient populations, and pricing sustainability. The framework should also incorporate technology platform value that might enable multiple future applications beyond initial indications.

How do pricing and market access uncertainties affect pharmaceutical valuations?

Pricing and market access uncertainties represent increasing valuation challenges as global payer environments evolve. These uncertainties impact valuation models through several mechanisms: they affect peak sales assumptions through pricing pressure scenarios; influence market penetration timelines through reimbursement hurdle assessments; create geographic revenue variability through country-specific access pathways; and potentially limit addressable population size through restrictive coverage decisions. Sophisticated valuation approaches incorporate scenario analysis across different pricing and access outcomes, probability-weighted based on therapeutic differentiation, evidence strength, and payer environment characteristics. As pricing scrutiny intensifies globally, sensitivity to these factors becomes increasingly critical for accurate pharmaceutical valuation.

Sources cited:

  1. Valuation of Pharmaceutical Companies: A Comprehensive … (2025-03-08). Retrieved from https://www.drugpatentwatch.com/blog/valuation-of-pharma-companies-5-key-considerations/
  2. 5 Key Considerations When Valuing Pharmaceutical Companies (2021-02-15). Retrieved from https://www.linkedin.com/pulse/5-key-considerations-when-valuing-pharmaceutical-companies-tajyar
  3. Net Present Value in Pharma – Genedata (2022-01-01). Retrieved from https://www.genedata.com/net-present-value-in-pharma
  4. A 5-step approach to early-stage biotech drugs valuation – LinkedIn (2021-02-07). Retrieved from https://www.linkedin.com/pulse/5-step-approach-early-stage-biotech-drugs-valuation-riccardo-lowi
  5. Biotech Asset Valuation Methods: A Practitioner’s Guide. Retrieved from https://www.analysisgroup.com/globalassets/insights/publishing/2024-biotech-asset-valuation-methods.pdf

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