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Tracks/Biotech & MedTech: how the sector works/Key figures, acronyms and benchmarks/Speaking the language: the acronyms and vocabulary that separate insiders from outsiders
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Key figures, acronyms and benchmarks

15Sizing the prize: US and European market numbers that anchor every conversation+15016Speaking the language: the acronyms and vocabulary that separate insiders from outsiders+15017Benchmarks that matter: R&D spend, margins, and success rates by the numbers+15018Running the numbers: the quick calculations and due-diligence checks pros do on the fly+150

Speaking the language: the acronyms and vocabulary that separate insiders from outsiders

# Speaking the language: the acronyms and vocabulary that separate insiders from outsiders

You are on a partnering call. The other side says, "Our lead NME cleared IND, we outsourced tox to a CROCROConversion Rate Optimization (CRO) is the systematic practice of increasing the percentage of users who complete a desired action, using data, testing, and user research.View full definition →, and manufacturing goes to a CDMO. ASP is soft because of LoE next year." If half of that sounded like static, you just spent the call nodding instead of negotiating. This lesson decodes the shorthand so you can follow any biotech or medtech conversation without silently googling every third term.

The mapmapUsing software to automate repetitive marketing tasks and campaigns, enabling personalisation at scale across channels like email, web, and social.View full definition →: two related but different worlds

Before the vocabulary, get the geography straight.

Biotech / pharma develops drugs: molecules or biologics that treat disease. Long timelines (10 plus years), heavy regulation, blockbuster economics.

MedTech makes devices, diagnostics, and increasingly software: everything from a hip implant to a glucose sensor to an app that treats insomnia. Shorter development cycles, different regulatory path, lower per-unit margins but faster iteration.

The acronyms below cluster around these two poles.

Development and regulatory acronyms

NME (New Molecular Entity): a drug with an active ingredient never before approved. The FDA (US Food and Drug Administration) approves roughly 40 to 55 NMEs a year (estimate, varies annually). NMEs are the "new news" of pharma.

IND (Investigational New Drug): the application a company files with the FDA to begin testing a drug in humans. "Clearing IND" means you can start Phase 1 trials.

Phase 1 / 2 / 3: the clinical trial ladder. Phase 1 tests safety in a few dozen people, Phase 2 tests whether it works in a few hundred, Phase 3 confirms it in hundreds to thousands. Attrition is brutal: industry data suggests only around 10% of drugs entering Phase 1 eventually reachreachThe number of unique people exposed to your message in a given period. Unlike impressions, reach counts each person once, no matter how often they see it.View full definition → approval (estimate, BIO/Informa analyses).

NDA / BLA: the New Drug Application (small molecules) or Biologics License Application (biologics) you file for market approval.

LoE (Loss of Exclusivity): the date a drug's patent protection ends and generics or biosimilars enter. This is the "patent cliff." When a drug loses exclusivity, revenue can drop 80% plus within a year or two.

The device and software side

SaMD (Software as a Medical Device): software that performs a medical function on its own, not embedded in a physical device. An AI algorithm reading a retinal scan is SaMD.

DTx (Digital Therapeutics): software that delivers a clinical intervention directly to patients, often app-based, usually evidence-backed and sometimes prescription-only.

510(k) vs PMA: the two main US device pathways. A 510(k) clears a device by showing it is "substantially equivalent" to one already on the market (faster, cheaper). A PMA (Premarket Approval) is the high-bar route for high-risk devices like implantable defibrillators.

In Europe, devices go through CE marking under the MDR (Medical Device Regulation, EU 2017/745), which replaced the older directive and tightened requirements significantly.

The outsourcing acronyms: CROCROConversion Rate Optimization (CRO) is the systematic practice of increasing the percentage of users who complete a desired action, using data, testing, and user research.View full definition → and CDMO

Almost no company does everything in-house.

CRO (Contract Research Organization): runs clinical trials for you. Think IQVIA, ICON, Fortrea. They recruit patients, manage sites, handle data.

CDMO (Contract Development and Manufacturing Organization): develops and manufactures the product. Lonza and Catalent are large examples. When a small biotech says "our CDMO," they mean the factory they rent instead of building.

Why this matters commercially: outsourcing turns fixed costs into variable ones, which is how a 30-person biotech can run a global Phase 3.

The commercial acronyms: COGS and ASP

COGS (Cost of Goods Sold): the direct cost to make each unit. For a small-molecule pill, COGS can be a few percent of price. For a complex biologic or a cell therapy, COGS can be a large chunk of revenue.

ASP (Average Selling Price): the real price after discounts, rebates, and payer negotiations, not the list price. In the US, the gap between list and net can be enormous because of rebates to PBMs (Pharmacy Benefit Managers, the middlemen who negotiate drug prices for insurers).

The numbers that anchor every conversation

Round figures you should carry in your head (all approximate, as of 2025 to 2026):

  • Global pharma market: roughly USD 1.5 to 1.6 trillion in annual sales (estimate). The US alone is close to half of global pharma revenue despite being about 4% of world population.
  • Global medtech market: roughly USD 550 to 650 billion (estimate), growing mid-single digits annually.
  • US vs Europe: the US is the single largest and highest-priced market. Europe is large but fragmented across national payers, so pricing and reimbursement are decided country by country.
  • R&D cost per approved drug: commonly cited at over USD 2 billion when you include the cost of all the failures (this figure is debated; treat it as a widely cited estimate, not gospel).
  • Timeline: roughly 10 to 15 years from discovery to market for a new drug.

For a reliable free reference on approvals and industry data, the FDA's drug approvals page and the European Medicines Agency (EMA) site are the primary sources professionals cite.

The calculations insiders do in their heads

Peak sales estimate

The back-of-envelope revenue forecast:

Eligible patients × treatment rate × ASP × persistence = annual revenue

Worked example (illustrative numbers):

  • Target disease population: 500,000 patients
  • Share you realistically treat: 20% = 100,000 patients
  • Net price (ASP) per patient per year: USD 30,000
  • 100,000 × 30,000 = USD 3 billion peak annual sales

Then discount heavily for competition and probability of success. If your drug is in Phase 2 with a 15% chance of reaching market, the risk-adjusted value is a fraction of that headline.

Gross marginGross marginGross margin is the share of revenue left after subtracting the direct cost of producing goods or services, expressed as a percentage of revenue.View full definition → check

If ASP is USD 30,000 and COGS is USD 3,000:

Gross marginGross marginGross margin is the share of revenue left after subtracting the direct cost of producing goods or services, expressed as a percentage of revenue.View full definition → = (30,000, 3,000) / 30,000 = 90%

That 90% is why pharma can fund a decade of failures. A medtech device with 60% to 70% gross margingross marginGross margin is the share of revenue left after subtracting the direct cost of producing goods or services, expressed as a percentage of revenue.View full definition → lives in a different economic reality and must sell volume.

Runway

For a cash-burning biotech:

Cash on hand / monthly burn = months of runway

USD 120 million cash, USD 8 million monthly burn = 15 months. If your next trial readout is 18 months away, you have a financing problem before you have a science problem. This is the single most important number when evaluating a private biotech.

Knowledge check

1. A colleague says their biologic drug candidate just cleared IND. What does this tell you about the drug's current stage?

2. Why does the lesson emphasize that only around 10% of drugs entering Phase 1 reach approval?

3. A device company and a pharma company are debating development strategy. Which distinction between MedTech and biotech/pharma best explains why they think differently about timelines and iteration?

MULTIPLE CHOICE

4. Select ALL correct answers about how NDA and BLA are used in the approval process.

Select all the correct answers.

MULTIPLE CHOICE

5. Select ALL correct answers that correctly characterize the phrase 'ASP is soft because of LoE next year.'

Select all the correct answers.

Due diligence: the practical checks

When you evaluate a biotech or medtech opportunity, run these before anything else.

1. Check the exclusivity clock. When does the lead product lose patent protection or regulatory exclusivity? A great drug with LoE in two years is a very different asset than one with ten years left. Patent status is public via the FDA Orange Book.

2. Verify the regulatory status precisely. "Phase 2" can mean "just started dosing" or "full data next quarter." Ask for the readout date. Confirm the pathway (510(kkThe average number of new users each existing user generates through referrals. Above 1.0, growth compounds on itself and becomes exponential.View full definition →) vs PMA, NDA vs BLA) because it dictates cost and timeline.

3. Read the trial design. Is the endpoint one regulators accept? A trial that hits a soft endpoint regulators do not recognize is a failed trial commercially. Public trials are searchable on ClinicalTrials.gov.

4. Separate list price from ASP. Ask what the net realized price is after rebates. In the US especially, list price tells you almost nothing about revenue.

5. Confirm reimbursement, not just approval. Approval means you can sell it. Reimbursement means someone will pay. In Europe this is decided country by country through HTA (Health Technology Assessment) bodies like NICE in England. A device can be CE marked and still generate no revenue if no payer covers it.

6. Check who actually manufactures it. A single-source CDMO with no backup is a supply risk. Cell and gene therapies especially can have fragile, hard-to-scale manufacturing.

Key Takeaways

  • The core acronym set: NME, IND, and LoE track a drug through its life; 510(kkThe average number of new users each existing user generates through referrals. Above 1.0, growth compounds on itself and becomes exponential.View full definition →), PMA, MDR, SaMD, and DTx govern devices and software; CROCROConversion Rate Optimization (CRO) is the systematic practice of increasing the percentage of users who complete a desired action, using data, testing, and user research.View full definition → and CDMO are the outsourced engine; COGS and ASP drive the economics.
  • Carry the anchor numbers: roughly USD 1.5 trillion global pharma, USD 550 to 650 billion medtech, the US at roughly half of global pharma value, and 10 to 15 year drug timelines (all estimates).
  • Three calculations matter most: peak sales (patients × rate × ASP), , and runway (cash / burn). Runway often kills companies before science does.

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Sizing the prize: US and European market numbers that anchor every conversation

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Benchmarks that matter: R&D spend, margins, and success rates by the numbers

gross margin
gross marginGross margin is the share of revenue left after subtracting the direct cost of producing goods or services, expressed as a percentage of revenue.View full definition →
  • Approval is not revenue. Always separate list price from ASP, and always confirm reimbursement, not just regulatory clearance.
  • Diligence starts with the exclusivity clock and the exact regulatory status, both verifiable in free public databases (Orange Book, ClinicalTrials.gov, EMA).