Drug Discovery and Development

  • Home Drug Discovery and Development
  • Drug Discovery
  • Women in Pharma and Biotech
  • Oncology
  • Neurological Disease
  • Infectious Disease
  • Resources
    • Video features
    • Podcast
    • Voices
    • Views
    • Webinars
  • Pharma 50
    • 2025 Pharma 50
    • 2024 Pharma 50
    • 2023 Pharma 50
    • 2022 Pharma 50
    • 2021 Pharma 50
  • Advertise
  • SUBSCRIBE

Drug Developers Using New Models, Methods to Boost Clinical Success Rates

By Drug Discovery Trends Editor | April 16, 2014

Drug companies and their development partners who are seeking to increase clinical success rates of new drug candidates are developing tools to help them predict the likelihood of marketing approval and incorporating business planning earlier in clinical development, according to R&D leaders who recently participated in a roundtable discussion convened by the Tufts Center for the Study of Drug Development.
 
“The research-based drug industry is racing to boost its research pipelines, as existing patents expire and development times continue to lengthen,” said Tufts CSDD Director Kenneth Kaitin. “Drug companies are exploring new approaches to product development that focus on increasing the probability of clinical success and speeding time to market.”
 
One tactic, Kaitin cited, focuses on statistical models that help predict clinical success. For example, his team, working with a pharmaceutical company, created a simple algorithmic model called the Approved New Drug Index (ANDI)– modeled on the five-factor APGAR score widely used in delivery rooms to evaluate the health of newborns– that reliably predicts which oncology products emerging from Phase II testing are likely to receive marketing approval.
 
The team concluded that, compared to the prevailing industry metric, the data support assigning a much higher probability of success to oncology drugs with top ANDI scores of 7 and 8, and much lower probabilities of success to those with scores of 0 to 4.
 
Date: April 15, 2014
Source: Tufts University Center for the Study of Drug Development

Filed Under: Drug Discovery

 

Related Articles Read More >

Swissmedic approves first malaria treatment for infants
Korean team reports all-in-one cancer nanomedicine in pre-clinical studies
Nektar’s Phase 2b atopic dermatitis win triggers 1,746% analyst target surge, but legal tussle with ex-partner Lilly could complicate path forward
Dupixent approved to treat bullous pemphigoid
“ddd
EXPAND YOUR KNOWLEDGE AND STAY CONNECTED
Get the latest news and trends happening now in the drug discovery and development industry.

MEDTECH 100 INDEX

Medtech 100 logo
Market Summary > Current Price
The MedTech 100 is a financial index calculated using the BIG100 companies covered in Medical Design and Outsourcing.
Drug Discovery and Development
  • MassDevice
  • DeviceTalks
  • Medtech100 Index
  • Medical Design Sourcing
  • Medical Design & Outsourcing
  • Medical Tubing + Extrusion
  • Subscribe to our E-Newsletter
  • Contact Us
  • About Us
  • R&D World
  • Drug Delivery Business News
  • Pharmaceutical Processing World

Copyright © 2025 WTWH Media LLC. All Rights Reserved. The material on this site may not be reproduced, distributed, transmitted, cached or otherwise used, except with the prior written permission of WTWH Media
Privacy Policy | Advertising | About Us

Search Drug Discovery & Development

  • Home Drug Discovery and Development
  • Drug Discovery
  • Women in Pharma and Biotech
  • Oncology
  • Neurological Disease
  • Infectious Disease
  • Resources
    • Video features
    • Podcast
    • Voices
    • Views
    • Webinars
  • Pharma 50
    • 2025 Pharma 50
    • 2024 Pharma 50
    • 2023 Pharma 50
    • 2022 Pharma 50
    • 2021 Pharma 50
  • Advertise
  • SUBSCRIBE