Pharmacogenetics/pharmacogenomics (PGx) explores the role of inherited and acquired genetic variation on individual drug responses, whether beneficial or adverse. Implementation of PGxinformed drug prescription in clinical practice is based on the interpretation of results from PGx tests, that target biomarkers in pharmacogenes associated with interindividual differentiation of drug response phenotypes. The United States Food and Drug Administration (FDA) lists over 250 PGx biomarkers, of which 32% (the largest proportion) apply to oncology drugs, both targeted therapies and chemotherapeutic agents.[
PGx testing for germline variants is offered by private clinical laboratories in Brazil, but is not routinely performed in units of the Brazilian Public Health System (SUS). However, in 2019, a PGx testing program was implemented at Instituto Nacional de Câncer (INCA), as a research project approved by the institution's review board (CEP-INCA), and supported by a dedicated grant from Decit/MS (Departamento de Ciência e Tecnologia/Ministério da Saúde). A comprehensive description of INCA's PGx program has been published.[
Assembling collaborators from various backgrounds is widely recognized as a critical factor for the successful implementation of PGx programs.[
| rsID | Polymorphism | Trivial name | Enzymatic activity | MAF (%) | |
|---|---|---|---|---|---|
| INCA | AbraOM | ||||
| rs887829C>T | c.-364C>T | UGT1A1* 80 | Reduced | 34.1 | 35.2 |
rsID: Identification Hugo gene nomenclature committee; MAF: Minor allele frequency.
Selection was based on the availability of international, authoritative guidelines with clearcut recommendations for PGx-informed drug prescription based on clinically-validated PGx associations. Two sets of guidelines fulfilled this condition, namely CPIC (Clinical Pharmacogenetics Implementation Consortium)[
Fluoropyrimidines- DPYD; [
Irinotecan-U GT1A1; [
Tamoxifen- CYP2D6; [
Thiopurines- TPMT and NUDT15. [
Fluoropyrimidines- DPYD, irinotecan- UGT1A1 and thiopurines- TPMT/NUDT15 were selected as initial targets of INCA's PGx program. Tamoxifen, which requires genotyping of several polymorphisms in CYP2D6, including copy number variation, will be eventually added to the PGx program.
Gastrointestinal cancer patients from INCA, potential candidates for chemotherapy with inrinotecan and/ or fluoropyrimidines were selected for genotyping DPYD and UGT1A1 variants, whereas ALL pediatric patients from INCA and seven other cancer hospitals from Rio de Janeiro and Sao Paulo, enrolled in a project focused on genomic deletions (principal investigator: Dr. Mariana Emerenciano), were genotyped for TPMT and NUDT15 polymorphisms.
Allele discrimination Taqman assays for the selected polymorphisms in DPYD, UGT1A1, TPMT and NUDT15 were validated at INCA's PGx lab. All genotyped polymorphisms affect the metabolism (biotransformation) of the target drugs and thereby modulate the metabolic phenotypes of the respective gene products. Assignment of metabolic phenotypes to individual diplotypes was done accordingly to the CPIC and/or DWPG guidelines.
The patient's genotype(s), inferred phenotype(s) and dosing recommendations according to the CPIC and/ or DPWG guidelines are inserted in a brief report (2 pages). The report includes also my institutional contacts - for consultation regarding the procedures, results and interpretation of the PGx tests - and the following disclosure statements: i) the dosing recommendations are based on the CPIC and/or DPWG guidelines according to the polymorphisms genotyped; ii) the possibility of influence of other, noninterrogated genetic variants cannot be excluded; iii) adherence to the dosing recommendations is a decision of the prescribing physician. For INCA's gastrointestinal cancer patients, reports are emailed to the head of the clinical oncology service and inserted in the electronic medical records, whereas in the case LLA children, the reports are forwarded to Dr. Emerenciano (see above).
The next sections present results from the implementation phase of the project. For each druggene pair, the following aspects will be covered: • Aims and rationale for the PGx tests;
Frequency of the PGx variants genotyped;
Distribution of the metabolic phenotypes;
Recommendations for the initial drug dosing, according to the individual diplotypes and/or phenotypes;
Population impact of PGx testing, estimated by the number of patients needed to be genotyped in order to avoid one additional adverse effect.
Background information on the relevant pharmacogenes/polymorphisms, respective metabolic phenotypes, and evidence for their association with drug responses are beyond the scope of this article, but may be found in the CPIC and DPWG guidelines.[
The PGx test targets UGT1A1 polymorphisms that encode UGT1A1 isoforms with reduced/null enzymatic activity. UGT1A1 converts the active metabolite of irinotecan (SN-38) into inactive SN38 glucuronide; consequently, UGT1A1 isoforms with reduced/null activity, lead to accumulation of SN-38, and increased risk of irinotecan-induced adverse effects. The DPWG guidelines are based on a UGT1A1 polymorphism (rs8173547), which modifies the number of TA repeats in the gene's promoter region, thus affecting the expression and activity of UGT1A1. The rs8173547 polymorphism is in virtual complete linkage disequilibrium with rs887829, a C>T transition,[
The minor allele frequency (MAF) of rs887829 in samples from INCA's gastrointestinal cancer patients (n=150) was 34.1% (
Based on the rs887829C>T genotypes, 40.1% (CC), 49.2% (CT), and 9.7% (TT) of tested patients were assigned to normal, intermediate and poor UGT1A1 phenotypes, respectively. According to the DPWG guidelines, which we adopted (
| Metabolic phenotype | Genotype rs887829C>T | Frequency (%) | Summary of dosing recommendations |
|---|---|---|---|
| Normal metabolizer | CC | 40.1 | Start treatment with usual dose |
| Intermediate metabolizer | CT | 49.2 | Start treatment with usual dose |
| Poor metabolizer | TT | 9.7 | Start treatment with 70% of standard dose; if the patient tolerates this initial dose, the dose can be increased, guided by the neutrophil count. |
The PGx tests implemented at INCA target four DPYD polymorphisms (
| DPYD rsID | Polymorphism | Trivial name | Enzymatic activity | Activity Score | MAF (%) | |
|---|---|---|---|---|---|---|
| INCA | AbraOM | |||||
| rs3918290 | c.1905+1G>A | DPYD* 2A | Null | 0 | 0.33 | 0.13 |
| rs55886062 | c.1679T>G | DPYD* 13 | Null | 0 | 0 | n/a |
| rs67376798 | c.2846A>T | Reduced | 0.5 | 0 | 0.38 | |
| rs75017182 | c.1129-5923C>G | HapB3 | Reduced | 0.5 | 0.33 | 0.43 |
rsID: Identification Hugo gene nomenclature committee; MAF: Minor allele frequency.
HapB3 is in complete linkage disequilibrium with rs75017182.
The targeted DPYD polymorphisms were rare (MAF<0.5%) or absent in gastrointestinal cancer patients from INCA (n=150;
The CPIC and DWPG guidelines for fluoropyrimidines attribute “activity scores” (AS) to the DPYD variants (
| Metabolic phenotype | Examples of diplotypes | Activity Score | Frequency (%) | Summary of dosing recommendations |
|---|---|---|---|---|
| Normal metabolizer | * 1/* 1 (wild type) | 2 | 98.7 | Start treatment with usual dose |
| Intermediate metabolizer | * 1/c.2846T,* 1/HapB3 | 1.5 | 0 | Reduce initial dose by 25-50% |
| Intermediate metabolizer | * 1/* 2A,* 1/* 13, HapB3/c.2846T | 1 | 1.3 | Reduce initial dose by 50% |
| Poor metabolizer | * 2A/c.2846T,* 13/HapB3 | 0.5 | 0 | Avoid use of fluoropyrimidines## |
| Poor metabolizer | * 2A/* 2A,* 2A/* 13 | 0 | 0 | Avoid use of fluoropyrimidines |
If no toxicity or clinically tolerable toxicity occurs in the first two cycles, the fluoropyrimidine dose may be increased in subsequent cycles; ##If alternative drugs are not a suitable therapeutic option, the initial fluoropyrimidine dosing should be strongly reduced; if no toxicity or clinically tolerable toxicity occurs in the first two cycles, the fluoropyrimidine dose may be increased in subsequent cycles.
The combined frequency of intermediate and poor metabolizers in the INCA samples (1.3%), is considerably lower than the frequency of fluoropyrimidine-induced severe adverse effects, which may reach 35% in Brazilian patients with digestive cancer.[
Mercaptopurine and thioguanine, commonly prescribed for lymphoid malignancies and myeloid leukemias, respectively, are prodrugs that require conversion into active metabolites to exert their clinical effects. These thiopurines and their metabolites are substrates for several enzymes, of which TPMT and NUDT15 are the most relevant for PGx testing. The PGx tests implemented at INCA target TPMT (rs1142345, rs1800460 and rs1800462) and NUDT15 (rs116855232) polymorphisms, associated with reduced/null activity of the respective enzymes, leading to accumulation of active thiopurine metabolites and increased risk of toxicity.[
| Gene rsID | Polymorphism | Trivial name | Enzymatic activity | MAF (%) | |
|---|---|---|---|---|---|
| INCA | AbraOM | ||||
| TPMT rs1142345 | c.719A>C | TPMT* 3C (TPMT* 3A) | Null | 4.9 | 3.3 |
| rs1800460 | c.460G>A | TPMT* 3B (TPMT* 3A) | Null | 2.5 | 1.9 |
| rs1800462 | c.238G>C | TPMT* 2 | Null | 0.3 | 0.8 |
| NUDT15 rs116855232 | c.415C>T | NUDT15* 2, NUDT15* 3 | Null | 1.2 | 1.2 |
rsID: Identification Hugo gene nomenclature committee; MAF: Minor allele frequency;
TPMT* 3A comprises both c.719A>C and c.460G>A;
rs116855232 is present in both NUDT15* 2 and NUDT15* 3.
Thiopurine dosing recommendations are based on TPMT and NUDT15 compound (combined) metabolic phenotypes, inferred from the respective diplotypes, as proposed in the CPIC guidelines.[
| Compound metabolic phenotype | Examples of diplotypes | Frequency (%) | Summary of dosing recommendations |
|---|---|---|---|
| Normal metabolizer of both enzymes | TPMT* 1/* 1 and NUDT15* 1/* 1 | 87.5 | Start treatment with usual dose |
| Intermediate metabolizer of either enzyme | TPMT* 1/* 1 and NUDT15* 1/* 2 TPMT* 1/* 3A and NUDT15* 1/* 1 | 11.3 | Consider reduction of initial dose |
| Intermediate metabolizer of both enzymes | TPMT* 1/* 2 and NUDT15* 1/* 3 | 0.6 | Reduce initial dose |
| Poor metabolizer of either enzyme | TPMT* 3A/* 3C and NUDT15* 1/* 1 TPMT* 1/* 1 and NUDT15* 2/* 2 | 0.6 | Drastic reduction of the initial dose |
| Poor metabolizer of both enzymes | TPMT* 3A/* 3A and NUDT15* 2/* 2 | 0.0 | Drastic reduction of the initial dos |
Adjust subsequent doses based on degree of myelosuppression and disease-specific guidelines.
The number of patients needed to be genotyped (NNG) in order to prevent one drug-induced adverse event is a validated metric to assess the potential population impact of PGx tests.[
Figure 1 Plot of the number of patients needed to be genotyped (NNG) and to be treated (NNT) in order to avoid one additional adverse effect to fluoropyrimidines, irinotecan and thiopurines. Adapted from original data in Suarez-Kurtz et al. (2020).[
The INCA PGx testing program had been successfully implemented by the end of 2019. Early in 2020, an expansion of this program, to provide PGx tests for irinotecan and fluoropyrimidines to patients treated at three cancer centers in the states of São Paulo and Rio Grande do Sul were approved by CEP-INCA. Other developments of the PGx program were also envisaged:
Evaluate the possibility of implementing PGx testing for tamoxifen ( CYP2D6 genotyping) in breast cancer patients from INCA.
Inclusion of pre-emptive PGx testing for irinotecan, fluoropyrimidines, thiopurines, and possibly tamoxifen in the routine clinical laboratory workout of patients at INCA, who are potential candidates to treatment with these drugs.
Establish INCA as a national reference center for PGx testing (germline variants) of oncology drugs.
Assess the possibility of widening the scope of the PGx program to cover supportive care drugs commonly used in oncological patients, such as anticoagulants (warfarin), antidepressants (citalopran, escitaloran, etc.), antiemetics (ondanstron), antifungal (voriconazole) and platelet inhibitors (clopidogrel), for which there are CPIC and/or DWPG guidelines.
Unfortunately, the outbreak of the COVID-19 pandemic imposed a postponement, but certainly not suppression, of these developments; of note, testing for thiopurines TPMT/NUDT15 was not interrupted and a total of 278 children have been tested at the time of this writing. We are aware that continuity and, especially, expansion of the PGx program will encounter challenges not only of assuring financial support but also of availability of trained personnel, adoption of the PGx-informed prescription by the clinical staff, updating of the dosing recommendations as novel evidence of PGx associations emerge, and, ultimately, evidence of clinical utility and cost-effectiveness in a realistic scenario.
Cost-effectiveness may appear as of especial concern for fluoropyrimidines, in view of the rarity of the targeted DPYD polymorphisms, and, consequently the large NNG estimated from the available data (
| Drugs | EMA | FDA | Swissmedic | HCSC | PMDA | |
|---|---|---|---|---|---|---|
| Fluoropyrimidines | Capecitabine 5-fluorouracil | Recommended | Actionable Actionable | Actionable Required | Actionable Actionable | Actionable Actionable |
| Thiopurines | Azathioprine Thioguanine |
| Recommended Recommended | Actionable Actionable | Actionable Actionable | Actionable |
| Topoisomerase inhibitor | Irinotecan | Actionable | Actionable | Actionable | Actionable | Recommended |
Adapted from:
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.
Journal: Brazilian Journal of Oncology
DOI: 10.1055/s-00059887
e-issn: 2526-8732
Publisher: Thieme Revinter Publicações Ltda.
Publisher address: Rua do Matoso 170, Rio de Janeiro, RJ, CEP 20270-135, Brazil
No references with the required fields found.
Dados de acesso insuficientes para visualização no mapa.