Evidence map›Paper›PMID 37700316›Full record

ArticleOrphanet journal of rare diseases2023

Financing repurposed drugs for rare diseases: a case study of Unravel Biosciences.

Bechara Abouarab, Christian Bazarian, Zied Ben Chaouch, Andrew W Lo, Guillermo Mourenza Gonzalez, Richard Novak, Frederic Vigneault

Open access · goldAbstract read
In one paragraph

Article in Orphanet journal of rare diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.9field-weighted citation impact, top 12% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 3 countries.

Bechara AbouarabSloan School of Management, MIT, Cambridge, USA.
Christian BazarianSloan School of Management, MIT, Cambridge, USA.
Zied Ben ChaouchDepartment of Electrical Engineering and Computer Science, MIT, Cambridge, USA.ORCID http://orcid.org/0000-0001-6130-7696
Andrew W LoSloan School of Management, MIT, Cambridge, USA. alo-admin@mit.edu.
Guillermo Mourenza GonzalezSloan School of Management, MIT, Cambridge, USA.
Richard NovakWyss Institute, Harvard University, Boston, USA.
Frederic VigneaultWyss Institute, Harvard University, Boston, USA.
Boston University · USSanta Fe Institute · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWe consider two key challenges that early-stage biotechnology firms face in developing a sustainable financing strategy and a sustainable business model: developing a valuation model for drug compounds, and choosing an appropriate operating model and corporate structure. We use the specific example of Unravel Biosciences-a therapeutics platform company that identifies novel drug targets through off-target mechanisms of existing drugs and then develops optimized new molecules-throughout the paper and explore a specific scenario of drug repurposing for rare genetic diseases.

resultsThe first challenge consists of producing a realistic financial valuation of a potential rare disease repurposed drug compound, in this case targeting Rett syndrome. More generally, we develop a framework to value a portfolio of pairwise correlated rare disease compounds in early-stage development and quantify its risk profile. We estimate the probability of a negative return to be [Formula: see text] for a single compound and [Formula: see text] for a portfolio of 8 drugs. The probability of selling the project at a loss decreases from [Formula: see text] (phase 3) for a single compound to [Formula: see text] (phase 3) for the 8-drug portfolio. For the second challenge, we find that the choice of operating model and corporate structure is crucial for early-stage biotech startups and illustrate this point with three concrete examples.

conclusionsRepurposing existing compounds offers important advantages that could help early-stage biotech startups better align their business and financing issues with their scientific and medical objectives, enter a space that is not occupied by large pharmaceutical companies, and accelerate the validation of their drug development platform.

Indexed as

CommerceRare DiseasesDrug CompoundingDrug DevelopmentDrug RepositioningHumansBiotech venture capitalDrug repurposingEarly stage drug developmentRare disease therapeutics

Identifiers

PMID37700316
PMCPMC10496212
OpenAlexW4386687032

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.