• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 

2

Meet a 21-year-old community college student who's going to China as the first American woman welder in the trades Olympics

3

The Bezos family just donated $100 million to help achieve one of Mayor Zohran Mamdani’s top campaign promises

1

Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 

2

Meet a 21-year-old community college student who's going to China as the first American woman welder in the trades Olympics

3

The Bezos family just donated $100 million to help achieve one of Mayor Zohran Mamdani’s top campaign promises
TechBrainstorm Health

This Is What’s Missing in the Data-Centric Approach to Cancer

Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
May 3, 2017, 2:34 PM ET

In order to treat cancer successfully, doctors need data—but they need data about several things.

And that’s what’s missing from today’s medical research system, according to Eric Lefkofsky, co-founder and CEO of Tempus, a startup aiming to establish databases to fine-tune cancer treatment.

There’s no shortage of patient data out there, but there is a lack of sources that combine both genomic information with therapeutic data, Lefkofsky explained on Wednesday at the Fortune Brainstorm Health conference in San Diego.

“Gathering molecular data is one thing, but you also need clinical data. You need therapeutic and outcome response data,” Lefkofsky noted. That means aside from information about a patient’s DNA and RNA makeup, clinicians also should know which treatments they are on and how they are responding.

For example, if a researcher is looking at a group of breast cancer patients taking Herceptin, why does it work on 40%, but not on 60%? What else is going on with the patients who are not being helped? Are they diabetic? Are they on other drugs?

“If you were to go into any of the cancer centers and ask who took Herceptin over two years and how they did, they’d need a grant and at least 90 days,” he noted. “That’s the sort of data that should flow freely between researchers, clinicians, and others.”

Lefkofsky, who also co-founded Groupon (GRPN), was personally motivated to start Tempus when his wife was diagnosed with breast cancer. As they sat in clinics, Lefkofsky said he realized that truck drivers often get better data about how to do their jobs than oncologists do. Far too often, he continued, they don’t have the data about how a given treatment works in a given cohort of patients.

The idea behind Tempus is to build a technology layer atop existing electronic medical record (EMR) and pathology systems to aggregate that data, scrub it, and feed the clean version back to each original source for validation and verification. But then the large aggregate data pool combining all the patient data can be used to find patterns between treatments and results.

“My goal is to get most people starting in oncology and then those working on neurological disorders to use our platform to collect data for analysis,” Lefkofsky said. “If you talk CRISPR and personalized vaccines, they all need this data.” (CRISPR refers to a modern gene editing technique that holds promise for treatments of various diseases.)

You can read more coverage from Fortune Brainstorm Health here.

About the Author
Barb Darrow
By Barb Darrow
See full bioRight Arrow Button Icon

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Tech

elon
SuccessIPOs
SpaceX IPO targets $28.5 trillion total addressable market, mission to ‘make life multiplanetary’ and understand ‘true nature of the universe’
By Nick LichtenbergMay 20, 2026
1 hour ago
Jensen Huang, chief executive officer of Nvidia
AINvidia
Nvidia gets tepid reaction to forecast, boosts investor rewards
By Ian King and BloombergMay 20, 2026
1 hour ago
SpaceX finally files IPO prospectus, reveals revenue is up–but losses are too
Big TechSpaceX
SpaceX finally files IPO prospectus, reveals revenue is up–but losses are too
By Allie Garfinkle and Alexei OreskovicMay 20, 2026
2 hours ago
Elon Musk sits with his fists together, looking up.
Commentaryspace
SpaceX will be worth trillions, but the space station that made it possible is worth even more — if we don’t squander it
By Tejpaul BhatiaMay 20, 2026
2 hours ago
Antler CEO Magnus Grimeland says Silicon Valley doesn’t have a monopoly on tech: ‘People can innovate from almost anywhere’
AsiaAsia Agenda
Antler CEO Magnus Grimeland says Silicon Valley doesn’t have a monopoly on tech: ‘People can innovate from almost anywhere’
By Angelica AngMay 20, 2026
2 hours ago
Clinical Psychologist Daniel Wendler
ConferencesWorkplace Innovation Summit
A ‘proudly autistic’ workplace expert says putting neurodivergent employees in a typical office is like dropping a polar bear in Austin, Texas
By Tristan BoveMay 20, 2026
3 hours ago

Most Popular

Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
Workplace Culture
Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
By Preston ForeMay 19, 2026
1 day ago
Meet a 21-year-old community college student who's going to China as the first American woman welder in the trades Olympics
Future of Work
Meet a 21-year-old community college student who's going to China as the first American woman welder in the trades Olympics
By Mike Householder and The Associated PressMay 17, 2026
3 days ago
The Bezos family just donated $100 million to help achieve one of Mayor Zohran Mamdani’s top campaign promises
Politics
The Bezos family just donated $100 million to help achieve one of Mayor Zohran Mamdani’s top campaign promises
By Jake AngeloMay 12, 2026
8 days ago
Current price of oil as of May 19, 2026
Personal Finance
Current price of oil as of May 19, 2026
By Joseph HostetlerMay 19, 2026
1 day ago
Spirit Airlines apologizes to all the Americans who can't afford any summer vacation flights as it shuts down
Travel & Leisure
Spirit Airlines apologizes to all the Americans who can't afford any summer vacation flights as it shuts down
By Rio Yamat and The Associated PressMay 18, 2026
2 days ago
Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'
Success
Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'
By Preston ForeMay 20, 2026
8 hours ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.