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Published on: January 22, 2011
Analyzing the clinical actionability of germline pharmacogenomic findings in oncology
Rebecca Wellmann1, Brittany A Borden2, Keith Danahey2,3
1Pritzker School of Medicine, The University of Chicago, Chicago, Illinois.
Background:
Germline and tumor pharmacogenomics impact drug responses, but germline markers less commonly guide oncology prescribing. The authors hypothesized that a critical number of clinically actionable germline pharmacogenomic associations exist, representing clinical implementation opportunities.
Methods:
In total, 125 oncology drugs were analyzed for positive germline pharmacogenomic associations in journals with impact factors ≥5. Studies were assessed for design and genotyping quality, clinically relevant outcomes, statistical rigor, and evidence of drug-gene effects. Associations from studies of high methodologic quality were deemed potentially clinically actionable, and translational summaries were written as point-of-care clinical decision support (CDS) tools and formally evaluated using the Appraisal of Guidelines for Research and Evaluation (AGREE) II instrument.
Results:
The authors identified germline pharmacogenomic results for 56 of 125 oncology drugs (45%) across 173 publications. Actionable associations were detected for 12 drugs, including 6 that had germline pharmacogenomic information within US Food and Drug Administration labels or published guidelines (capecitabine/fluorouracil/dihydropyrimidine dehydrogenase [DPYD], irinotecan/uridine diphosphate glucuronosyltransferase family 1 member A1 [UGT1A1], mercaptopurine/thioguanine/thiopurine S-methyltransferase [TPMT], tamoxifen/cytochrome P450 [CYP] family 2 subfamily D member 6 [CYP2D6]), and 6 others were novel (asparaginase/nuclear factor of activated T-cells 2 [NFATC2]/human leukocyte antigen D-related β1 [HLA-DRB1], cisplatin/acylphosphatase 2 [ACYP2], doxorubicin/adenosine triphosphate-binding cassette subfamily C member 2/Rac family small guanosine triphosphatase 2/neutrophil cytosolic factor 4 [ABCC2/RAC2/NCF4], lapatinib/human leukocyte antigen DQ α1 [HLA-DQA1], sunitinib/cytochrome P450 family 3 subfamily A member 5 [CYP3A5], vincristine/centrosomal protein 72 [CEP72]). By using AGREE II, the developed CDS summaries had high mean ± standard deviation scores (maximum score, 100) for scope and purpose (92.7 ± 5.1) and rigour of development (87.6 ± 7.4) and moderate yet robust scores for clarity of presentation (58.6 ± 25.1) and applicability (55.9 ± 24.6). The overall mean guideline quality score was 5.2 ± 1.0 (maximum score, 7). Germline pharmacogenomic CDS summaries for these 12 drugs were recommended for implementation.
Conclusions:
Several oncology drugs have actionable germline pharmacogenomic information, justifying their delivery through institutional pharmacogenomic implementations to determine clinical utility. Cancer 2018;124:3052-65. © 2018 American Cancer Society.
Insights
Clinically actionable germline pharmacogenomic associations were identified for 12 oncology drugs, with 6 novel findings. These results support the implementation of germline pharmacogenomic decision support tools in clinical practice.
Area of Science:
- Pharmacogenomics
- Oncology
- Clinical Decision Support
Background:
- Germline and tumor pharmacogenomics influence drug responses in cancer treatment.
- Germline markers are underutilized in guiding oncology prescribing decisions.
- A hypothesis was formed regarding the existence of clinically actionable germline pharmacogenomic associations.
Purpose of the Study:
- To identify and evaluate clinically actionable germline pharmacogenomic associations for oncology drugs.
- To assess the quality and potential clinical utility of these associations.
- To develop point-of-care clinical decision support (CDS) tools for germline pharmacogenomics.
Main Methods:
- Analyzed 125 oncology drugs for germline pharmacogenomic associations in high-impact journals.
- Assessed studies for methodological quality, clinical relevance, and statistical rigor.
- Developed and evaluated CDS summaries using the Appraisal of Guidelines for Research and Evaluation (AGREE) II instrument.
Main Results:
- Identified germline pharmacogenomic results for 56 of 125 drugs (45%) across 173 publications.
- Detected actionable associations for 12 drugs, including 6 novel findings.
- Developed CDS summaries with high scores for scope, purpose, and rigor, and moderate scores for clarity and applicability.
Conclusions:
- Several oncology drugs possess actionable germline pharmacogenomic information.
- These findings justify institutional implementation of pharmacogenomic programs.
- The study recommends the implementation of germline pharmacogenomic CDS summaries for 12 drugs to determine clinical utility.
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