Our Initiatives

Programs Driving Change

Through bold initiatives in workplace wellness, data sharing, clinical trial access, and health equity, we are making measurable progress against cancer.

Project Data Sphere®

An independent 501(c)(3) subsidiary of CEORT

Project Data Sphere breaks down barriers to cancer clinical trial data sharing. Operating two complementary programs—an open-access data sharing platform housing 252+ de-identified clinical trials and 250,000+ patient records (NEJM), and closed-access precompetitive research projects where pharma, academia, the FDA, and technology partners collaborate on AI-driven oncology tools.

252+ Clinical Trials
250K+ Patient Records
2 AI/ML Programs
Visit Project Data Sphere
PDS AI/ML Portfolio

Images & Algorithms Program

Through Project Data Sphere, CEORT develops AI-powered tools that transform clinical oncology imaging—in partnership with the FDA, leading pharma companies, and technology innovators.

AI & Imaging

autoRECIST

A flagship initiative developed in consultation with the FDA. autoRECIST uses deep learning to automate and standardize RECIST 1.1 tumor response assessments—reducing ~30% inter-radiologist variability, lowering costs, and accelerating clinical trials.

  • Automates RECIST 1.1 tumor response assessments
  • Developed in consultation with the FDA
  • Supported by J&J, Merck, and Amgen
Volumetric Analysis

Total Tumor Burden Index

A novel deep learning model delivering quantitative, volumetric 3D assessments of tumor burden—a comprehensive and biologically meaningful alternative to traditional one-dimensional RECIST measurements.

  • 3D volumetric tumor burden quantification
  • More accurate than traditional 1D measurements
  • Improves outcome prediction and trial design
  • Captures complex tumor morphology
Immunotherapy Safety

Immune-Related Adverse Events (irAEs) Program

A Transformational Journey in Oncology Safety Science

The irAEs program is Project Data Sphere’s landmark initiative to define, understand, and mitigate immune-related adverse events associated with cancer immunotherapies. Launched in 2017 with FDA endorsement, this globally-recognized effort has transformed how the oncology ecosystem detects, diagnoses, and manages immunotherapy toxicities.

2017

The Genesis

  • FDA Oncology Center of Excellence issues Letter of Support to PDS
  • Global Oncology Big Data Alliance (GOBDA) launched with Merck KGaA
  • Regulatory framework established for real-world data sharing on immunotherapy safety
2017–2019

Convening the Community

  • December 2017: Immune-Related Myocarditis Workshop (with Parker Institute)
  • March 2018: Pediatric Immunotherapy Survivorship Roundtable
  • Expanded focus to neurologic, dermatologic, endocrine, and multi-organ irAE syndromes
  • Established multidisciplinary coalition spanning oncology, immunology, regulatory science, and patient advocacy
2019–2022

Building Scientific Infrastructure

  • FDA-PDS Symposium on Immune-Related Adverse Events (2019)
  • Gap analysis and knowledge prioritization
  • Delphi methodology consensus development across organ systems
  • Data standardization protocols for real-world evidence
  • Foundation for FDA guidance published in 2022
2021–2024

Scientific Progress and Regulatory Impact

  • July 2021: Neurologic irAEs consensus definitions (JITC)
  • August 2022: Science commentary recognizes program’s impact
  • October 2022: FDA Draft Guidance for Industry on characterizing immune-mediated adverse reactions
  • April 2024: Dermatologic irAEs consensus definitions
  • September 2024: JCO publication demonstrates LLM superiority (94.7% sensitivity) over ICD codes (68.7%) for irAE detection
  • October 2024: Four groundbreaking ICD-10-CM and MedDRA codes approved through ASPIRE/STORIES advocacy
  • April 2025: Ophthalmic irAEs standardized guidance
2024–2025

Embedding Patients and AI

  • March 2024: ASPIRE and STORIES inaugural meeting at Cleveland Clinic
  • 2025: ASCO recognizes both as Communities of Practice
  • CRF harmonization initiative launched
  • AI-powered safety surveillance tools validated
  • Endocrine irAEs consensus definitions in development

Key Achievements

Regulatory Framework
  • FDA guidance on characterizing, collecting, and reporting immune-mediated adverse reactions
  • Four new ICD-10-CM and MedDRA codes enabling systematic tracking across EHRs and claims databases
  • Standardized case report forms for clinical trials
Scientific Publications
  • Consensus definitions for neurologic, dermatologic, and ophthalmic irAEs
  • AI/NLP validation studies in Journal of Clinical Oncology
  • Landmark papers in Journal for Immunotherapy of Cancer
Infrastructure & Innovation
  • ASPIRE: Alliance for Support and Prevention of Immune-Related Events (physician-led)
  • STORIES: Standing Together to Optimize Research, Interventions, and Education in irAEs (patient-led)
  • Machine learning tools for real-time adverse event surveillance
  • Global data harmonization protocols

Future Directions

  • Biomarker-enabled irAE prediction tools
  • Global harmonization of adverse event definitions
  • Machine-readable safety reporting infrastructure
  • Prospective validation of irAE endpoints in oncology trials
  • International safety standards expansion

The irAEs program has established the model for collaborative, data-driven safety science in the post-approval setting, ensuring that as cancer immunotherapies expand into earlier-stage disease and more diverse populations, scientific progress and patient safety advance in tandem.

Partners: FDA, Merck KGaA, Parker Institute for Cancer Immunotherapy, Cleveland Clinic, Massachusetts General Hospital, and 28+ member organizations

Clinical Trial Contracting

START Clauses: Modernizing Clinical Trial Agreements in Oncology

From 1.0 to 2.0: A Framework Evolution

Clinical trial startup delays driven by protracted legal negotiations remain a major bottleneck in oncology research. In response, CEORT, in partnership with the National Cancer Institute (NCI), launched the START Clauses initiative to streamline contracting through a standardized set of legal provisions. Building on the original framework’s success, START Clauses 2.0 introduces a modular, next-generation framework addressing the growing complexity of modern oncology trials.

The Original START Clauses (2005–2011)

The START initiative was built on a systematic and evidence-based foundation. CEORT mobilized its Life Sciences Consortium—comprising senior executives from 11 global pharmaceutical companies—and engaged legal experts, NCI officials, and academic research leaders in a unified effort to standardize clinical contracting practices. Drawing on actual redacted final contracts in use by both industry and 14 NCI-designated Cancer Centers, CEORT commissioned a detailed legal analysis of nearly 80 clinical trial agreements. The review revealed substantial convergence—exceeding 67%—across key legal categories, demonstrating that standardization was both feasible and capable of improving consistency without compromising institutional autonomy.

Six Core Agreement Areas

1
Intellectual Property

Standardized language for ownership and licensing of inventions arising from clinical trials, with special considerations for investigator-initiated studies

2
Study Data

Clear terms for data collection, sharing, and analysis responsibilities between sponsors and investigators

3
Indemnification

Balanced approach to risk allocation between research institutions and pharmaceutical sponsors

4
Subject Injury

Guidelines for managing and compensating trial-related injuries to ensure participant protection

5
Confidentiality

Standardized provisions for protecting proprietary information while enabling necessary information exchange

6
Publication Rights

Framework balancing academic freedom to publish with sponsor’s need to protect proprietary information

Participating Organizations

CEORT Life Sciences Consortium
  • AstraZeneca
  • Eli Lilly
  • GSK
  • J&J
  • Novartis
  • OSI Pharmaceuticals
  • Pfizer
  • Quintiles
  • Sanofi-Aventis
  • Schering-Plough (2009, Merck)
  • Wyeth (2009, Pfizer)
NCI-designated Cancer Centers
  • City of Hope
  • Dana-Farber/Harvard
  • Fox Chase
  • Johns Hopkins
  • Mayo Clinic
  • MD Anderson
  • Moffitt
  • Roswell Park
  • UNC Lineberger
  • University of Arizona
  • University of California, San Francisco
  • University of Chicago
  • University of Colorado
  • University of Pittsburgh

Timeline

2005–2006

Program Conception

  • CEORT identifies protracted CTA negotiations as systemic barrier
  • CEORT Life Sciences Consortium and NCI begin discussions
  • Scope defined to create harmonized, universally available contracting language
2007–2008

Legal Analysis & Formal Clause Development

  • CEORT mobilizes 11 pharmaceutical companies and 14 NCI-designated Cancer Centers
  • Redacted clinical trial agreements (~80 CTAs) collected for legal analysis
  • Third-party legal experts identify convergence across six key domains
2008

Framework Finalization

  • Initial START Clauses completed
  • Broad internal reviews by legal and operational teams
  • Clauses validated as voluntary, non-binding starting point for negotiations
2009

Public Introduction

  • NCI formally publishes and introduces the START Clauses
  • Positioned as national toolkit to streamline clinical trial contracting
  • Emphasis on compatibility with company-sponsored and investigator-initiated trials
2010

Implementation

  • NCI Cancer Centers and LSC member companies begin using START Clauses
  • Shared learnings circulated among institutions and sponsors
  • CEORT promotes awareness through presentations and peer collaboration
2011

Impact Evaluation

  • NCI and CEORT conduct formal evaluation
  • Results: 67% convergence in negotiated clauses, reduced timelines, strong acceptance as middle-ground framework
  • Findings presented at ASCO and published in Journal of Clinical Oncology

Impact Assessment

Key findings from 2011 evaluation:

Comprehensive Methodology

Analysis examined 78 CTAs from 11 pharmaceutical companies and 14 NCI-designated Cancer Centers, focusing on 6 key clause areas that traditionally caused negotiation delays

High Convergence Rate

Analysis identified 45 clause concepts with high convergence rates—exceeding 67% similarity—validating the premise that standardization can optimize and even eliminate duplicated effort in contractual negotiations

Decreased Negotiation Time

Stakeholders reported that CTA negotiation duration had decreased since the 2008 release of the START Clauses, with model language accepted as a practical compromise

By offering pre-negotiated, vetted language for common legal terms, the START Clauses enabled faster alignment among stakeholders and contributed to more predictable trial startup timelines.


START Clauses 2.0: A Modular Toolkit for Modern Oncology

Building on the original framework’s success, CEORT is launching START Clauses 2.0—a modular, next-generation framework addressing the growing complexity of modern oncology trials. New modules cover key friction points such as CRO management, biospecimen governance, platform trial structures, digital health integration, AI-driven endpoints, and global data privacy compliance.

New Modules

Why it matters: Biospecimens are central to precision oncology and long-term translational research, therefore, managing consent, storage, and future use introduces significant contractual complexity.
What it covers: Standardized contractual clauses applicable for biobanking, genomic data use, specimen tracking, and reconsent procedures.
Why it matters: Contract Research Organizations (CROs) play an integral role in clinical trial execution, yet their involvement often complicates liability and oversight structures.
What it covers: Templates for three-way agreements between sponsors, institutions, and CROs—including responsibilities, indemnification, and data handling.
Why it matters: Adaptive clinical trials with multiple study arms and sponsors raise challenges around shared infrastructure, amendment management, and IP ownership.
What it covers: Governance language for platform protocols, joint sponsor agreements, amendment workflows, and shared data/IP usage.
Why it matters: Remote monitoring, wearable devices, and eConsent platforms are increasingly integral to trial design, yet existing contracts rarely account for them.
What it covers: Legal clauses relevant to device performance standards, patient-generated data, cloud-based workflows, and digital privacy compliance.
Why it matters: AI-driven endpoints, diagnostics, and decision tools are introducing unprecedented complexity in terms of validation, explainability, and ownership.
What it covers: Clauses for algorithm validation, retraining protocols, regulatory disclosure, and IP rights over AI-generated insights.
Why it matters: Trials that incorporate RWD or real-world evidence (RWE) face uncertainty around ownership, reuse, and integration across sources.
What it covers: Standardized legal terms applicable for linking external datasets, managing reuse rights, and defining permissible analytics.
Why it matters: With adoption of more decentralized trials and inclusion of global patient populations, navigating data localization laws and privacy compliance is increasingly difficult.
What it covers: Data handling terms aligned with HIPAA, GDPR, and other relevant laws, including transfer protocols, encryption standards, and re-identification safeguards.
Why it matters: Cross-border clinical trials often face conflicting legal norms on indemnity, insurance, IP, and data protection, often stalling contract finalization.
What it covers: Contractual language aligned with major international regulatory frameworks (e.g., GDPR, ICH, EMA) to support multinational trial deployment.

Implementation Plan

Phase 1 (Year 1) Coalition building and legal analysis
Phase 2 (Year 2) Framework finalization and public introduction
Phase 3 (Years 3–5) Monitoring and formal assessment

The Imperative for START 2.0

Context from 2025 J.P. Morgan Healthcare Conference:

“Our system is fragmented. Sponsors must negotiate every single trial and every single cost with every single site.”
Ashley Magargee CEO, Genentech
“Accelerating every stage—from enrollment and review to approvals and access—is essential for efficiency,” emphasizing that modern systems must be “innovative, scalable, and operationally sound.”
Bob Bradway Chairman & CEO, Amgen; CEORT Director Emeritus
“Clinical trials may have strong business cases, but success depends on the infrastructure to deliver.”
Karen Knudsen CEO, Parker Institute for Cancer Immunotherapy

Get Involved

We invite your organization to actively contribute to the design and implementation of START Clauses 2.0. Participating organizations will help shape clause content, participate in working groups, pilot modules in live settings, and guide the evolution of a shared legal resource that reduces inefficiency and improves consistency across clinical trial operations.

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Workplace Wellness

CEO Cancer Gold Standard™

An evidence-based workplace wellness accreditation program that provides a framework for organizations to reduce the risk and burden of cancer among employees, families, and communities. The program has evolved into a dynamic journey-based model celebrating continual commitment to health and well-being.

  • Evidence-based cancer risk reduction programs
  • Screenings for early cancer detection
  • Access to quality care, including clinical trials
  • Continual organizational health improvement
Apply for Gold Standard
Health Equity

Going for Gold

Partnering Gold Standard companies with Historically Black Colleges and Universities (HBCUs) and minority-serving institutions to champion cancer prevention, diagnosis, and quality treatment in communities disproportionately affected by cancer. With a capacity to impact more than 20 million lives within 7–10 years.

  • Partnerships with HBCUs and minority-serving institutions
  • 20+ million lives targeted for impact
  • Connected to the White House Cancer Moonshot
  • Focus on health equity, education, and access

Partner With Us

Ready to join the fight? Whether through the Gold Standard, data sharing, or clinical trial access, there's a way for every organization to contribute.