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Workshop conducted at PhUSE 2013 Awarded as "Best Patient Centric Contribution"
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Therapeutic Area Workshop Oncology Angelo Tinazzi – Cytel Inc. – on behalf of PhUSE PhUSE 2013 – Bruxelles 14/10/2013
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Disclaimer
The information contained in this presentation is based on research of personal PhUSE Wiki authors. PhUSE Wiki authors may or may not be
experts in the field of the specific disease. Neither PhUSEwiki.org nor the PhUSE guarantee for the correctness of the
displayed information.
Introduction • Current/Future Role of SAS Programmers • PhUSE Wiki
Oncology • Short Overview of Disease
• Signs/Symptoms • Treatment Options
Overview
Overview
Oncology (cont.) • Endpoints – Tools used • Data Challenges • SDTM and ADaM
• Regulatory Setting
• FDA Guideline • EMA Guideline
• References
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Standards help to collaborate, the PhUSE Wiki helps to understand
SAS Programming
CDASH/annotated CRF
SDTM
ADaM
PhUSE Wiki
Standardized Analysis
Protocol, CRF, SAP
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Aim of PhUSE (TA-)Wiki
Basics
•Background Information •Etiology •Pathophysiology •Statistics •Symptoms •Treatment
options
Specific
• TA-specific •Regulatory
Setting •Endpoints •Assessment
tools • (Data)
Challenges
Standardisation
•SDTM mapping •Tumore
Response •Anti-Cancer
Medications •Survival Fup
•ADaM concepts •TTE Endpoints
•References
THE central place to share knowledge and information
PhUSE (TA-)Wiki
PhUSE (TA-)Wiki
PhUSE (TA-Onco)Wiki
Oncology - Basics
Definition (short) •Cancer is a term used for diseases in which
abnormal cells divide without control and are able to invade other tissues. Cancer cells can spread to other parts of the body through the blood and lymph systems.
•Oncology is a branch of medicine that specializes in the diagnosis and treatment of cancer. It includes medical oncology (the use of chemotherapy, hormone therapy, and other drugs to treat cancer), radiation oncology (the use of radiation therapy to treat cancer), and surgical oncology (the use of surgery and other procedures to treat cancer).
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Oncology - Basics
Source: http://en.wikipedia.org
Invasive colorectal cancer
Chest x-ray showing lung cancer in the left lung
Apoptosis is the process of programmed cell death
Cancer are caused by a series of mutations
Oncology - Basics
Epidemiology
•Cancer is a leading cause of disease worldwide with about 13 million new cancer cases occurred worldwide
• Just five cancer sites –lung, female breast, colon-rectum, stomach and prostate – accounted for half (48%) of the world’s total cancer diagnoses in 2008
•Men are more often affected than women.
Source: Cancer Research UK http://www.cancerresearchuk.org
Oncology - Basics
Risk Factors •The most common risk factors for cancer: Tobacco Sunlight Ionizing radiation Certain chemicals and other substances Some viruses and bacteria Certain hormones Family history of cancer Alcohol Poor diet, lack of physical activity, or being overweight
Oncology - Basics
Type of Cancer
•Solid Tumors Cancer involving solid tumor, typically originates in a specific body organ, such a lung, breast, ovarian, etc. Types of solid tumors includes sarcomas, carcinomas, adenocarcinomas, blastomas, carcinoid tumors
•Hematologic malignancies Arrise in the blood-forming cells; typically present as systemic disease, as blood and lymphatic organs located throughout the body are affected. Types of Hematologic malignancies includes leukemias, acute lymphoblastic leukemia (ALL), acute myeloid leukemia (AML), multiple myeloma (MM)
Oncology - Basics
Type of Cancer
Source: US NCI – www.cancer.gov
Oncology - Basics
Diagnosis
•Not easy to diagnose •Symptoms only appears as the mass grow or ulceration E.g. mass effects from lung cancer can cause blockage of the bronchus resulting in cough or pneumonia •Metastasis when cancer spread to other locations
•Screening (Periodic Assessment) •Mammography for Breast Cancer •PSA for Prostate Cancer •Sigmoidoscopy or Colonscopy for Colorectal Cancer •Pap test for Cervix
Oncology - Basics
Diagnosis
•Primary vs Metastatic vs Recurrent Cancer
•Resistant/Refractory Cancer
•Location of the Cancer
•Stage (TNM): extent of the disease and
whether or not the cancer has spread in the
body (metastasis)
•Histology: type of normal tissue the tumor
cells most closely resemble
•Grading: cells differentiation/proliferation
Oncology - Basics
Treatment •The treatment plan depends mainly on the type of cancer, the stage of the disease, age and general health
•Treatment to Cure or Control or Reduce Symptoms •The treatment plan may change over time •The treatment plan includes
•Surgery (local therapy removes or destroys cancer)
•Radiation (to shrink or destroy a tumor) •Systemic Therapies •Vaccines to prevent and ‘cure’
Oncology - Basics
Treatment
Systemic Therapies Drugs or substances are used (through the bloodstream) to destroy cancer cells all over the body. The therapies kill or slow the growth of cancer cells that may have spread beyond the original tumor:
•Chemotherapy •Biological therapy •Monotherapy vs Combination therapies •Adjuvant vs Neo-Adjuvant Treatment
Oncology - Basics
Treatment
Therapies with molecular/biological target •Use of Biomarkers to target the population E.g. drugs used in the therapy target specific markers - Herceptin in breast cancer with HER2++ - Gefitinib in lung cancer with mutant EGFR
Oncology - Basics
Treatment Indications: Type of cancer + Line of therapy
3rd line XXXXX Treatment in relapsed YYYYY cancer patients
Oncology - Basics
Treatment •Because cancer treatments often damage healthy cells and tissues, side effects are common: Type and extent of the treatment. Side effects may not be the same for each
person, and they may change from one treatment session to the next.
Oncology - Basics
Summary • One Disease/Several Diseases • Not easy to diagnose • Complex pattern of therapies • Challenging disease therefore challenging in
programming
Oncology – Specific
Clinical Trials in Oncology
• Placebos are never used in place of treatment when an existing standard therapy exists.
• Patient recruitment is more complicated.” • Longer follow-up
Oncology – Specific
Clinical Trials in Oncology
• Phase I • Toxicity • Optimal Dose Determination • Initial Drug Activity • PK
• Phase II • Activity Signals / Tumor Response • Confirmation about tollerability
Oncology – Specific
Clinical Trials in Oncology • Phase III
• To show better clinical risk/benefit profile based on the efficacy and safety data analysis.
• Efficacy through survival endpoints
Oncology – Specific
Phase I in Oncology
In alternative • Accelerated Titration • Intra-Patient Titration • Continuation
Reassessment Method (CRM)
Oncology – Specific
Phase I in Oncology
• A peculiarity of Oncoloy • The concept of DLT (Dose Limiting Toxicity)
and DLT period • Extended lab (hematology/chemistry)
assessments • Nadir / Time to Nadir • Recovery / Time to Recovery
• „Screening“ for future indication to develop (Phase II)
Oncology - Specific
Primary Efficacy Outcome Measures • Overall Survival (OS) is the gold standard • Several surrogate endpoints can be used in
place of OS • Best Overall Response (BOR)
• Objective Response Rate • Duration of Response
• Time to Progression (TTP) / Disease Free Survival (DFS)
• Progression Free Survival (PFS)
Oncology - Specific
Primary Efficacy Outcome Measures
http://groups.eortc.be/qol/eortc-modules
Quality of Life (EORTC QLQ-C30) and indication specific questionnaires
Oncology - Specific
Primary Efficacy Outcome Measures •Standardised Tumor response evaluation:
•RECIST for solid tumors •CHESON for Acute Myeloid Leukemia
•Modified version •Modified PFS for Prostate Cancer (PCWG2)
•mRECIST for Hepatocellular Carcinoma
Oncology - Specific
Efficacy Analysis
• Primarly survival analysis (Cox Model) • Graphical Representation
• Kaplan Meier Plot • Forest Plot • Waterfall Plot
• Sensitivity Analysis E.g. for incorrect periodicity of tumor assessment
Oncology - Specific
Efficacy Analysis •Use of Covariates (some examples)
Oncology - Specific
The concept of cycle • Commonly defined as a Number of days (or
weeks), e.g. 21 / 28 days (3/4 weeks), where treatment is repeted
• Different type of schedule
• With combinations studies drugs might have a different schedule
• The sequence of treatment is repeated (re-cycled) under certain condition usually safety and/or efficacy related.
Oncology - Specific
Exposure assessment • Usually described by means of Dose-
Intensity and Relative Dose-Intensity • Cumulative dose (mg/sqm) / Treatment
duration (weeks) • Dose Modifications e.g.:
• Delays • Reductions • Overdoses • Omissions
Oncology - Specific
Laboratory data and the CTCAE Grade • Very often Laboratory results comes from local labs • For some of the hematology, chemistry and coagulation
parameters, a categorisation of the value is possibleNCI-CTCAE criteria
• Each lab value is assigned a grade between 1 and 4 • The grade depends on the actual value and the
normal ranges defined by the labs where the sample was analyzed
• The classification can be mono or bi-directional • Hypo • Hyper • Hypo and Hyper
Oncology - Specific
CTCAE Grade for laboratory data
Oncology - Specific
Tumor response evaluation with RECIST • Tumor response measures the changes in tumor
mass, growth (progression) or shrinkage (response)
• Lesion classified as target (measurable) or non-target (non-measurable)
• Periodically assessed with CT-SCAN (every 6/8 weeks)
• Progression evaluated vs Nadir (best ‘response’ prior to current assessment)
• Response evaluated vs Baseline • Best Overall Response as the best response
assessed since the subject is on-study (on-treatment) Applicable to Solid Tumors
Oncology - Specific
Tumor response evaluation with RECIST
Applicable to Solid Tumors
Oncology - Specific
Data Challenges • Use of Local Labs • Advers Events and Treatment Emergent
Definition • Periodic Tumor Assessments • Tumor Assesment and Treatment having
different schedule • Blinded Tumor Assessments (Independent
Review) • Follow-up when OS is primary endpoint • Use of Biomarkers in the analysis
Oncology - Specific
Summary • Choice of endpoints depends on
several factors • Efficacy evaluation of response is
standardised and validated for solid tumors and for certain non-solid tumors (e.g. AML)
• Revised standard for specific cancer-type
• Peculiarity in handling Safety and Exposure
Oncology - Standardisation
CDISC •SDTM version 3.1.3 contains oncology specific data domains for tumor response evaluation
•TU: Tumor Identification •TR: Tumor Results •RS: Tumor Response
•Upcoming version of SDTM •PR: Procedures •SS: Subject Status (Follow-up) •TS: Trial Design Assessment
RG02: “CDISC Journey on Solid Tumor Studies using RECIST” Kevin Lee, ; PhUSE 2013
Oncology - Standardisation
CDISC ADaM • No specific oncology-standard have
been developped • ADTTE for most of efficacy
endpoints (time-to-event) including composite endpoints
Oncology - Standardisation
CRF SDTM ADaM TLF PFS as a composite endpoints
EVENT
Progression
Death
From Tumor Assessment / Response
From Survival Follo-up
CENSOR
Last Tumor Assessment
From Tumor Assessment / Response
Oncology - Standardisation
CRF SDTM ADaM TLF PFS as a composite endpoints
Oncology - Standardisation
CRF SDTM ADaM TLF PFS as a composite endpoints
Oncology - Standardisation
CDISC – Oncology Open Questions • [SDTM] Where to store prior anti-cancer
therapiesCommon approach is to store them in CM with appropriate CMCAT and CMSCAT
• [SDTM] Prior Cancer history stored in several different domain e.g. MH, CM, SUPPQUAL of MH, sponsor domains
• [SDTM] Follow-up in DSLack of details • [SDTM] The use of Oncology Domains to store
non-efficacy information • [ADaM] Cycles date as TRxxSDT/TRxxEDT?
Oncology - Standardisation
CDISC – Coming Version (SDTM 3.1.4)
• PR Procedures For Prior prior/post anti-cancer treatments • SS Subject Status
For survival follow-up • TD Trial Disease Assessments
For efficacy schedule of assessments
Oncology - Standardisation
Analysis Display (Survival Estimates)
Oncology - Standardisation
Analysis Display (Forest Plot)
Oncology - Standardisation
Analysis Display (Tumor Shrinkage)
Oncology – Regulatory
Regulatory Setting (FDA) FDA Clinical Trial Endpoints for the Approval of Cancer Drugs and Biologics (2007)
General regulatory requirements for efficacy Detailed description of endpoints and how they can be used in various clinical settings • Pros and Cons • Protocol and SAP design requirements • Data Collection for Tumor Measurement
Oncology – Regulatory
Regulatory Setting (FDA)
• Issues to consider in PFS analysis • Progression and Censoring Date • How to handle Missing Data • Lesions evaluation • Sensitivity Analysis
• ………
Oncology – Regulatory
Regulatory Setting (EMA) Guideline on the evaluation of anticancer medical products in man
All stages of clinical drug development Appendices covering methodologial aspects related to: • Use of Progression Free Survival (PFS) and
Disease Free Survival (DFS) in confirmatory trials • Confirmatory Studies in Haematological Malignancies • Condition specific Guidance such as NSCLC, Prostate
The EMA is also planning to provide an additional appendix for Quality of Life/Patient Reported Outcome.
Oncology - Bibliography
Oncology - Bibliography
Regulatory Guidance
Oncology - Bibliography
Oncology Specific
Oncology - Bibliography
Oncology and Programming
Oncology – Bibliography (PhUSE 2013)
Oncology and Programming
Oncology
Overall Summary •Cancer one diseases, several diseases •Complex study endpoints derivation in efficacy but also in safety
•Unsual concepts e.g. a „cycle“ is not a „visit“
•If you get involved in a Oncology-study you may take a look at the PhUSE Wiki before you start
What next •Seeking for feedback
•Structure, Sections, Topics covered •Enough or more details •Link to source or source
•Seeking for contributions •Complete sections, provide missing details •Review •Maintenance
PhUSE (TA-Onco)Wiki
What next to develop •Identify tumor type specific characteristics from the data and analysis point of view •E.g. What make different colorectal cancer from lung cancer?
•Key requirements for submission •E.g. Differences between indications, type of cancer and / or line of therapy
•Complete the following area: •Phase II and Phase III design •Statistical Analysis •Quality of Life •Any missing important item?
PhUSE (TA-Onco)Wiki
Oncology
Everyone is invited to contribute! http://www.phusewiki.org For further information: [email protected] [email protected]
Oncology
Any questions?