Precise Insights

Advanced Data and AI for Renal Cancer

On-demand access to the largest and most sophisticated oncology data for accelerated RWE and improved patient outcomes.

Renal Cancer

See some of the 1000s of data elements we offer:

Structured Fields

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Structured Fields


Results from variety of patient tests


Oncology practice visits


Tumor-related observations plus vitals, biometrics, pain, and more


Surgeries, radiation, biopsies, imaging, chemotherapy, etc.


Start and end dates, brand vs. generic codes, dosage, duration, and cycles


Disease state, status, severity, and metastasis

Expert Abstraction

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Expert Abstraction


Biomarker testing, results, and timing

Disease Progression

Directly-observed measures of critical endpoints

Adverse Events

Different types of adverse responses


Classification into multiple categories

Enriched Data

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Enriched Data

Cost & Utilization

Adjudicated costs with linked claims data

Safety, Comorbidities

Pre-cancer and claims charge events

Specialty Pharmacy & Hub

Rx acquisition status details

Payer & Formulary

Drug tiers and coverage

Social Determinants

Social and physical environment factors

AI & Model-Based Insights

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AI & Model-Based Insights

Date of Metastasis

Rules-based imputation of date of metastasis

Metastatic Status

Imputation of missing data from unstructured notes

Date of Initial Dx

Imputation of index event

Line of Therapy

Regimen or progression-based drug classes

Patient Adherence

Identify root cause of product switching

Patient Acquisition

Predict factors driving patients’ brand decision

Request Data Count

Explore ConcertAI datasets to see how many patients are in your disease area and meet study criteria.


Research Studies

Our scientists regularly publish leading RWE studies in the fields of clinical development and health economics and outcomes research.

renal cancer research study

Generalizability of Clinical Trials

Narrow trial eligibility criteria threatens generalizability of findings to real-world settings. This study compared patients receiving treatment for metastatic renal cell carcinoma (mRCC) to those enrolled in pivotal trials.

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Retrospective Registry

  • Community practices
  • Academic centers​
Patient Criteria
  • Registry patients were compared to trial subjects treated with the same agent


Patients in registry


Patients received sunitinib, sorafenib, temsirolimus, or pazopanib


Patients received sunitinib, sorafenib, temsirolimus, or pazopanib

The model improved accuracy:

Had ECOG >1


Compared to trial population

Registry patients:

Years older than clinical trial subjects


Years older than clinical trial subjects

Failed to meet Phase III trial inclusion criteria


Failed to meet Phase III trial inclusion criteria


Real-world patients are older and sicker than those enrolled in pivotal clinical trials. Application of clinical trial findings to dissimilar populations may result in patient harm.

Research for Journal of Clinical Oncology, 2014