French biotech company WhiteLab Genomics has raised $10 million in funding for an AI platform designed to aid the discovery and development of genomic therapies.
Founded out of Paris in 2019, recent Y Combinator (YC) graduate WhiteLab Genomics provides gene and cell therapy companies with predictive software simulations to expedite the design of gene and cell therapies. Gene therapy, for the uninitiated, is an emerging treatment that involves replacing missing or defective genes in cells to correct genetic disorders, while cell therapy is about altering a cell or sets of cells to trigger an effect throughout the body.
Thousands of diseases, including cystic fibrosis, Parkinsons and Alzheimers stem from flaws in an individuals DNA, and emerging research in gene and cell therapies may eventually treat such conditions at their source, supplanting the need for drugs or surgery.
However, such therapies are typically costly to develop with no guarantee that theyll work. Current methodologies in developing new gene and cell therapies typically involves a trial-and-error approach, according to WhiteLab Genomics CEO and co-founder David Del Bourgo, whereby scientists make a scientific hypothesis and test it in a lab: if successful, it progresses to the next stage, but if its unsuccessful, they go back to square one with a different hypothesis. And this is where WhiteLab Genomics enters the fray, with a computational approach that meshes machine learning and deep learning techniques to process multiple scientific hypotheses at once, looking at different genetic variants to predict the best molecular design for the therapy based on the objectives.
Gene and cell therapies still suffer from poor efficacy, immunological secondary effects and very high development cost, Del Bourgo explained to TechCrunch. We provide customers with exhaustive predictive models combining genetics and computational biology in order to design and select the top candidates to be tested in the lab.
WhiteLab Genomics founders: CEO David Del Bourgo and Chief Science Officer Julien Cottineau. Image Credits: WhiteLab Genomics
As with just about any AI models, WhiteLab Genomics uses myriad datasets to train its algorithms spanning genomic, RNA, oncologic and protein repositories, in addition to an exhaustive set of documentation such as public scientific and clinical research data.
We also partner with specialized institutions to enrich the models with additional non-public data, Del Bourgo added. We train and validate our algorithms on well-characterized datasets that are interconnected within our Knowledge Graph Database. These included public databases, proprietary data and datasets from our partners. It predicts biological features from new genetic sequences to build new therapeutic vectors and generates new therapeutic constructs.
In terms of the kinds of treatments WhiteLab Genomics is helping to develop, Del Bourgo said that the company is currently working on projects including DNA-based therapies for metabolic conditions such as lysosomal diseases, as well as cell stem therapies for blood diseases such as sickle cell disease and immuno-gene therapies to treat cancers.
Elsewhere, anumber of companies are using AI to aid drug discovery, such as BenevolentAI, which has raised sizeable investments from the VC world, while theres TechCrunchs Startup Battlefield winner Cellino, which recently raised $80 million to develop cell therapies using AI. WhiteLab Genomics is similar, but its working with both gene and cell therapy companies.
Its also worth noting that WhiteLab Genomics represents a growing roster of French startups to successfully infiltrate the YC ranks. Of the 40 European companies in WhiteLab Genomics Winter 22 cohort, five were French, a figure that rose to eight of 34 for the Summer 22 tranche the second highest number from the whole of Europe.
With $10 million in the bank from French investor Omnes Capital and biopharmaceutical heavyweight Debiopharm, WhiteLab Genomics is now well-financed to build out its platform and double-down on its partnerships with the scientific realm, which so far has included notable collaborations with the French National Institute of Health and Medical Research (Inserm) and Genethon Laboratories, among other pharmaceutical and biotech companies.
Originally posted here:
How WhiteLab Genomics is using AI to aid gene and cell therapy development - TechCrunch
- New gene therapy for sickle cell disease has been a long time coming, but is it a complete game-changer? - UCLA Health Connect - December 29th, 2023
- Sickle Cell Gene Therapy Reimbursement: Will Experience Matter? And Which Kind? - Pink Sheet - December 29th, 2023
- Cell and gene therapy will be top industry trend for pharma in 2024 - The Financial Express - December 29th, 2023
- Excision Bio Seeks to Suppress HIV Replication With CRISPR Gene Therapy - AJMC.com Managed Markets Network - December 29th, 2023
- Global Cell and Gene Therapy Manufacturing Industry is projected to surpass a valuation of US$ 240 B - PharmiWeb.com - December 29th, 2023
- Penn's gene therapy layoffs are the latest in biotech belt-tightening in Philly and beyond - The Philadelphia Inquirer - December 29th, 2023
- Adeno-associated Virus Gene Therapy Market is Projected to Grow at a CAGR of 43.4% from 2023-2033 - EIN News - December 29th, 2023
- How Does Gene Therapy Work? Types, Uses, Safety - Healthline - May 9th, 2023
- Gene therapy: Comprehensive overview and therapeutic applications - April 7th, 2023
- Thanks to collaboration between Stand Up Therapeutics and VectorBuilder, a paraplegic patient will get gene therapy for the first time - Business... - January 21st, 2023
- Gene editing | Definition, History, & CRISPR-Cas9 | Britannica - January 4th, 2023
- A short history of gene therapy - Boston Children's Answers - December 27th, 2022
- Gene Therapy Analytical Development Summit 2022 | Home - December 27th, 2022
- $3.5-Million Hemophilia Gene Therapy Is World's Most Expensive Drug - Scientific American - December 10th, 2022
- CAR T Global Consultant Inc. Announce their Collaboration with Titronbio - a company founded in Shanghai China by a renowned leader in the field of... - December 10th, 2022
- Cell and Gene Therapy Manufacturing Services Market Size In 2023 | Financial Performance, In-Depth Insight of Trends, Key Players (Thermo Fisher... - December 10th, 2022
- How Gene Therapy Can Cure or Treat Diseases | FDA - December 2nd, 2022
- FDA Approves First Gene Therapy to Treat Adults with Hemophilia B - FDA.gov - November 24th, 2022
- Fact Check-mRNA vaccines are distinct from gene therapy ... - Reuters - October 29th, 2022
- Gene therapy: The Potential for Treating Type 1 Diabetes - Healthline - October 13th, 2022
- The promised land of gene therapy: Commercialization of novel gene-editing technology in beta-thalassemia - PMLiVE - October 13th, 2022
- Gene Therapy Hits Its Stride in the Clinic - Genetic Engineering & Biotechnology News - October 13th, 2022
- FDA Expands Oversight of Cell and Gene Therapies - Pharmaceutical Technology Magazine - October 13th, 2022
- Rocket Pharmaceuticals Announces Presentations Highlighting Lentiviral Gene Therapies at the 29th Annual Congress of the European Society of Gene... - October 13th, 2022
- Health Alert for Parents: How one boy is thriving following treatment with a gene therapy after receiving an early diagnosis - PR Newswire - October 13th, 2022
- M6P Therapeutics Presents Novel AAV Gene Therapy Approach for the Treatment of Gaucher Disease at the ESGCT 29th Annual Congress - Business Wire - October 13th, 2022
- Two Cell and Gene Therapies Manufactured at Lonza Houston Reach FDA Approval - Contract Pharma - October 13th, 2022
- Ascidian starts up with $50M and a twist on RNA editing - BioPharma Dive - October 13th, 2022
- Viral Vector Manufacturing, Non-Viral Vector Manufacturing and Gene Therapy Manufacturing Market Report 2022 - ResearchAndMarkets.com - Business Wire - October 13th, 2022
- Exopharm identifies two new lead programs as exosomes gain prominence in gene therapy - Stockhead - October 13th, 2022
- What Do We Know About Gene Therapy and Cystic Fibrosis? - The Epoch Times - October 13th, 2022
- CSafe and BioLife Solutions, Inc. announce partnership to expand supply chain solutions for the cell and gene therapy market - PR Newswire APAC - PR... - October 13th, 2022
- Genomics in Cancer Care Market is estimated to be US$ 72.61 billion by 2032 with a CAGR of 16.3% during the forecast period 2032 - By PMI -... - October 13th, 2022
- After $100M deal, J&J links gene therapy to improved vision in early-phase trial - FierceBiotech - October 4th, 2022
- Bayer Head Admits COVID-19 Vaccine is Gene Therapy - October 4th, 2022
- New Gene Therapy Shows Promise for Treating Age Related Macular ... - October 4th, 2022
- BioMarin resubmits its hemophilia gene therapy to the FDA - BioPharma Dive - October 4th, 2022
- Why Philly ranks #2 among best cell and gene therapy hubs in the US - Technical.ly - October 4th, 2022
- AMPLIFYBIO ACQUIRES PACT PHARMA ASSETS TO ENHANCE CELL AND GENE THERAPY CHARACTERIZATION CAPABILITIES - PR Newswire - October 4th, 2022
- bluebird's (BLUE) Gene Therapy Approvals to Drive the Top Line - Zacks Investment Research - October 4th, 2022
- Researchers Develop Potential Gene Therapy to Treat Blindness - Managed Healthcare Executive - October 4th, 2022
- Voyager Therapeutics Announces Data Presentations at the 29th Annual Congress of the European Society of Gene & Cell Therapy - GlobeNewswire - October 4th, 2022
- Viral Vector Manufacturing, Non-Viral Vector Manufacturing and Gene Therapy Manufacturing Market by Scale of Operation, Type of Vector, Application... - October 4th, 2022
- Sanofi partners with Scribe to gain gene editing tools for cell therapy work - BioPharma Dive - October 4th, 2022
- Real Endpoints Marketplace announces collaboration with bluebird bio to help scale delivery of a first-of-its-kind value-based contract for one-time... - October 4th, 2022
- Vertex given green light to seek US approval of CRISPR-based therapy - BioPharma Dive - October 4th, 2022
- Atsena Therapeutics Announces Positive Results from Phase I/II Clinical Trial of ATSN-101 for the Treatment of GUCY2D-associated Leber Congenital... - October 4th, 2022
- Meet with the OrganaBio executives in-person at The Cell & Gene Meeting on the Mesa - Business Wire - October 4th, 2022
- Ocular Gene Therapy: A Literature Review With Focus on Current Clinical Trials - Cureus - September 25th, 2022
- Will experience support use of first-ever retinal gene therapy? - Ophthalmology Times - September 25th, 2022
- Rejuvenate Bio CEO highlights ambitious approach of using gene therapy to reverse aging - MedCity News - September 25th, 2022
- Gene therapy R&D market is projected to grow at a CAGR of 30.1% by 2032: Visiongain Reports Ltd - GlobeNewswire - September 25th, 2022
- Emulate Announces New Gene Therapy Application Enabling Accelerated Development of Treatments for Genetic Diseases with Organ-on-a-Chip Technology -... - September 25th, 2022
- CSL flexes gene therapy muscle with latest drug - Sydney Morning Herald - September 25th, 2022
- FDA Updates for the Week of Sept. 19, 2022 - Managed Healthcare Executive - September 25th, 2022
- AVROBIO Receives Rare Pediatric Disease Designation From FDA For First Gene Therapy In Development For Cy - Benzinga - September 25th, 2022
- Preparing Europe for a new generation of innovative therapies - Open Access Government - September 25th, 2022
- KSQ Therapeutics Announces Leadership and Board Additions - Business Wire - September 25th, 2022
- Hemophilia gene therapies from BioMarin, CSL pick up an early ICER endorsement - FiercePharma - September 16th, 2022
- Challenges In Gene Therapy - University of Utah - September 16th, 2022
- Hopkinton bioscience company forms advisory board for cell and gene therapy - Worcester Business Journal - September 16th, 2022
- Gene Therapy Restores Some Vision in Colorblind Children - Pharmacy Times - September 16th, 2022
- Coave Therapeutics partners with IMN on gene therapy - Labiotech.eu - September 16th, 2022
- MeiraGTx's Industry-Leading Gene Therapy Manufacturing Facility in Shannon, Ireland Formally Introduced by Head of Irish Government -... - September 16th, 2022
- Bluebird CFO resigns ahead of gene therapy launch - BioPharma Dive - September 16th, 2022
- Enrollment completed in STARLIGHT Phase 2 clinical trial of MCO-010 optogenetic gene therapy for Stargardt disease - Ophthalmology Times - September 16th, 2022
- Global Cancer Gene Therapy Market to Reach $11.35 Billion by 2030 at a CAGR of 23.3% - PR Newswire - September 16th, 2022
- CAR-T Cell Therapy Market Segmentation and Forecast Analysis up to 2027 - BioSpace - September 16th, 2022
- Cluster-busters against Cancer and a Potential New Gene Therapy for LCA - BioSpace - September 16th, 2022
- Ori Biotech and CTMC team up on cell therapy delivery - BioPharma-Reporter.com - September 16th, 2022
- Adverum (ADVM) Doses First Patient in the Mid-Stage wAMD Study - Zacks Investment Research - September 16th, 2022
- Engensis Gene Therapy for ALS Found Safe in Small Phase 2a Trial |... - ALS News Today - September 8th, 2022
- A new gene therapy based on antibody cells is about to be tested in humans - MIT Technology Review - September 8th, 2022
- Myrtelles rAAV-Olig001-ASPA Gene Therapy Candidate for Canavan Disease Receives Advanced Therapy Medicinal Product Classification from the European... - September 8th, 2022
- Sangamo presses ahead with Fabry disease gene therapy - BioPharma Dive - September 8th, 2022
- The gene therapy that could transform the lives of millions - ABC News - September 8th, 2022
- As Philly becomes a hub for life sciences, a new program will train workers for jobs in the field - The Philadelphia Inquirer - September 8th, 2022
- Mayflower BioVentures to Announce New Cell & Gene Therapy Companies within Months - BioSpace - September 8th, 2022
- Carroucell Raises 1.5 Million to Introduce Breakthrough Microcarriers and Customizable Processes to Cell and Gene Therapy Market - Business Wire - September 8th, 2022
- AnGes : Announces Discontinuation of Development of HGF Gene Therapy Product for Additional Indication of Chronic Arterial Occlusive Disease with Rest... - September 8th, 2022