Differences in DPYD Population Frequencies Observed in Galicians Compared to Europeans and Spanish from PhotoDPYD Study
Abstract
:1. Introduction
2. Results
2.1. Galician Population Samples (G-Cohort)
2.2. European and Spanish Population Cohorts
2.3. Statistical Comparisons
3. Discussion
4. Materials and Methods
4.1. Galician Population Samples (G-Cohort)
4.2. Data Selection of European and Spanish Populations
4.3. Statistical Analysis
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
5-FU | 5-Fluorouracil |
DPD | Dihydropyrimidine dehydrogenase |
5′dFUR | 5′-Deoxy-5-fluorouridine |
CES1 and CES2 | Carboxylesterase |
CDA | Cytidine deaminase |
TYMP | Thymidylate phosphorylase enzyme |
DHFU | Dihydrofluorouracil |
FUPA | Fluoro-beta-ureidopropionate |
DPYS | Dihydropyrimidinase enzyme |
FBAL | Fluoro-beta-alanine |
UPB1 | Beta-ureidopropionase |
EMA | European Medicines Agency |
PharmGKB | Pharmacogenetics and Pharmacogenomics Knowledge Base |
PharmVar | Pharmacogene Variation Consortium |
AEMPS | Spanish Agency for Medicines and Health Products |
FDA | Food and Drug Administration |
HCSC | Health Canada (Santé Canada) |
Swissmedic | Swiss Agency for Therapeutic Products |
CPIC® | Clinical Pharmacogenetics Implementation Consortium |
DPWG | Dutch Pharmacogenetics Working Group |
SEFF/SEOM | Pharmacogenomics Society and the Spanish Society of Medical Oncology |
RNPGx | French National Network of Pharmacogenetics |
AIOM | Italian Association of Medical Oncology |
PMDA | Japan’s Pharmaceuticals and Medical Devices Agency |
ICU | Intensive Care Unit |
gnomAD | Genome Aggregation Database |
FPGMX | Pharmacogenetic Unit of the Public Foundation of Genomic Medicine |
SERGAS | Galician Service of Health |
G-cohort | Galician FPGMX cohort |
1000G-cohort | 1000 Genomes European cohort |
gnomAD-cohort | gnomAD European cohort (non-Finnish population) |
PhDPYD-cohort | PhotoDPYD study cohort |
CEU | Utah residents of Northern and Western European ancestry |
FIN | Finnish in Finland |
GBR | British in England and Scotland |
IBS | Iberian populations in Spain |
TSI | Toscani in Italy |
OR | Odds ratio |
References
- Simões, A.R.; Fernández-Rozadilla, C.; Maroñas, O.; Carracedo, Á. The Road so Far in Colorectal Cancer Pharmacogenomics: Are We Closer to Individualised Treatment? J. Pers. Med. 2020, 10, 237. [Google Scholar] [CrossRef] [PubMed]
- Thorn, C.F.; Marsh, S.; Carrillo, M.W.; McLeod, H.L.; Klein, T.E.; Altman, R.B. PharmGKB summary: Fluoropyrimidine pathways. Pharmacogenet. Genom. 2011, 21, 237–242. [Google Scholar] [CrossRef] [PubMed]
- Sullivan, K.E.; Kumar, S.; Liu, X.; Zhang, Y.; de Koning, E.; Li, Y.; Yuan, J.; Fan, F. Uncovering the roles of dihydropyrimidine dehydrogenase in fatty-acid induced steatosis using human cellular models. Sci. Rep. 2022, 12, 14109. [Google Scholar] [CrossRef] [PubMed]
- Henricks, L.M.; Opdam, F.L.; Beijnen, J.H.; Cats, A.; Schellens, J.H.M. DPYD Genotype-Guided Dose Individualization to Improve Patient Safety of Fluoropyrimidine Therapy: Call for a Drug Label Update. Ann. Oncol. 2017, 28, 2915–2922. [Google Scholar] [CrossRef]
- Amstutz, U.; Henricks, L.M.; Offer, S.M.; Barbarino, J.; Schellens, J.H.M.; Swen, J.J.; Klein, T.E.; McLeod, H.L.; Caudle, K.E.; Diasio, R.B.; et al. Clinical Pharmacogenetics Implementation Consortium (CPIC) Guideline for Dihydropyrimidine Dehydrogenase Genotype and Fluoropyrimidine Dosing: 2017 Update. Clin. Pharmacol. Ther. 2018, 103, 210–216. [Google Scholar] [CrossRef] [PubMed]
- Henricks, L.M.; Lunenburg, C.A.T.C.; Meulendijks, D.; Gelderblom, H.; Cats, A.; Swen, J.J.; Schellens, J.H.M.; Guchelaar, H.J. Translating DPYD Genotype into DPD Phenotype: Using the DPYD Gene Activity Score. Pharmacogenomics 2015, 16, 1275–1284. [Google Scholar] [CrossRef] [PubMed]
- Deac, A.L.; Burz, C.C.; Bocşe, H.F.; Bocşan, I.C.; Buzoianu, A.D. A Review on the Importance of Genotyping and Phenotyping in Fluoropyrimidine Treatment. Med. Pharm. Rep. 2020, 93, 223–230. [Google Scholar] [CrossRef]
- PubChem. DPYD-Dihydropyrimidine Dehydrogenase (Human). Available online: https://pubchem.ncbi.nlm.nih.gov/gene/DPYD/human (accessed on 19 September 2024).
- PharmGKB. Gene-Specific Information Tables for DPYD. Available online: https://www.pharmgkb.org/page/dpydRefMaterials (accessed on 19 March 2025).
- PharmVar. DPYD. Available online: https://www.pharmvar.org/gene/DPYD (accessed on 19 March 2025).
- Lee, A.; Shi, Q.; Alberts, S.; Sargent, D.; Sinicrope, F.; Berenberg, J.; Grothey, A.; Polite, B.; Chan, E.; Gill, S.; et al. Association between DPYD c.1129-5923 C>G/hapB3 and Severe Toxicity to 5-Fluorouracil-Based Chemotherapy in Stage III Colon Cancer Patients: NCCTG N0147 (Alliance). Pharmacogenet. Genom. 2016, 26, 133–137. [Google Scholar] [CrossRef]
- EMA Recommendations on DPD Testing Prior to Treatment with Fluorouracil, Capecitabine, Tegafur and Flucytosine. Available online: https://www.ema.europa.eu/en/news/ema-recommendations-dpd-testing-prior-treatment-fluorouracil-capecitabine-tegafur-flucytosine (accessed on 12 June 2023).
- Fluorouracilo, Capecitabina, Tegafur y Flucitosina en Pacientes con Déficit de Dihidropirimidina Deshidrogenasa. Available online: https://www.aemps.gob.es/informa/fluorouracilo-capecitabina-tegafur-y-flucitosina-en-pacientes-con-deficit-de-dihidropirimidina-deshidrogenasa/ (accessed on 12 June 2023).
- Knikman, J.E.; Gelderblom, H.; Beijnen, J.H.; Cats, A.; Guchelaar, H.J.; Henricks, L.M. Individualized Dosing of Fluoropyrimidine-Based Chemotherapy to Prevent Severe Fluoropyrimidine-Related Toxicity: What Are the Options? Clin. Pharmacol. Ther. 2021, 109, 591–604. [Google Scholar] [CrossRef] [PubMed]
- CIMA—FICHA TÉCNICA FLUOROURACILO ACCORD 50 MG/ML SOLUCIÓN INYECTABLE O PARA PERFUSION EFG. Available online: https://cima.aemps.es/cima/dochtml/ft/71868/FichaTecnica_71868.html (accessed on 14 October 2024).
- CIMA—FICHA TECNICA CAPECITABINA NORMON 150 MG COMPRIMIDOS RECUBIERTOS CON PELICULA EFG. Available online: https://cima.aemps.es/cima/dochtml/ft/80071/FichaTecnica_80071.html (accessed on 14 October 2024).
- FDA Approves Updated Drug Labeling Including New Indications and Dosing Regimens for Capecitabine Tablets. Available online: https://www.esmo.org/oncology-news/fda-approves-updated-drug-labelling-including-new-indications-and-dosing-regimens-for-capecitabine-tablets (accessed on 14 October 2024).
- Details for: FLUOROURACIL INJECTION. Available online: https://dhpp.hpfb-dgpsa.ca/dhpp/resource/10015 (accessed on 18 October 2024).
- Annotation of Swissmedic Label for Fluorouracil and DPYD. Available online: https://www.pharmgkb.org/labelAnnotation/PA166184450 (accessed on 14 October 2024).
- Lunenburg, C.A.T.C.; van der Wouden, C.H.; Nijenhuis, M.; Crommentuijn-van Rhenen, M.H.; de Boer-Veger, N.J.; Buunk, A.M.; Houwink, E.J.F.; Mulder, H.; Rongen, G.A.; van Schaik, R.H.N.; et al. Dutch Pharmacogenetics Working Group (DPWG) Guideline for the Gene-Drug Interaction of DPYD and Fluoropyrimidines. Eur. J. Hum. Genet. 2020, 28, 508–517. [Google Scholar] [CrossRef]
- García-Alfonso, P.; Saiz-Rodríguez, M.; Mondéjar, R.; Salazar, J.; Páez, D.; Borobia, A.M.; Safont, M.J.; García-García, I.; Colomer, R.; García-González, X.; et al. Consensus of Experts from the Spanish Pharmacogenetics and Pharmacogenomics Society and the Spanish Society of Medical Oncology for the Genotyping of DPYD in Cancer Patients Who Are Candidates for Treatment with Fluoropyrimidines. Clin. Transl. Oncol. 2022, 24, 483–494. [Google Scholar] [CrossRef] [PubMed]
- Pharmacogenetics of Anti-Cancer Drugs: State of the Art and Implementation—Recommendations of the French National Network of Pharmacogenetics—PubMed. Available online: https://pubmed.ncbi.nlm.nih.gov/28262261/ (accessed on 18 October 2024).
- Annotation of AIOM Guideline for Capecitabine, Fluorouracil, Tegafur and DPYD. Available online: https://www.pharmgkb.org/guidelineAnnotation/PA166312801 (accessed on 18 October 2024).
- Annotation of PMDA Label for Fluorouracil and DPYD. Available online: https://www.pharmgkb.org/labelAnnotation/PA166123539 (accessed on 18 October 2024).
- Lagoumintzis, G.; Poulas, K.; Patrinos, G.P. Genetic Databases and Their Potential in Pharmacogenomics. Curr. Pharm. Des. 2010, 16, 2224–2231. [Google Scholar] [CrossRef]
- The Genome Aggregation Database (gnomAD)|gnomAD Browser. Available online: https://gnomad.broadinstitute.org/news/2017-02-the-genome-aggregation-database/ (accessed on 18 October 2024).
- 1000 Genomes|A Deep Catalog of Human Genetic Variation. Available online: https://www.internationalgenome.org/ (accessed on 18 October 2024).
- Venter, J.C.; Adams, M.D.; Myers, E.W.; Li, P.W.; Mural, R.J.; Sutton, G.G.; Smith, H.O.; Yandell, M.; Evans, C.A.; Holt, R.A.; et al. The Sequence of the Human Genome. Science 2001, 291, 1304–1351. [Google Scholar] [CrossRef]
- International HapMap Consortium. A Haplotype Map of the Human Genome. Nature 2005, 437, 1299–1320. [Google Scholar] [CrossRef]
- Lao, O.; Lu, T.T.; Nothnagel, M.; Junge, O.; Freitag-Wolf, S.; Caliebe, A.; Balascakova, M.; Bertranpetit, J.; Bindoff, L.A.; Comas, D.; et al. Correlation between genetic and geographic structure in Europe. Curr. Biol. 2008, 18, 1241–1248. [Google Scholar] [CrossRef]
- Pimenta, J.; Lopes, A.M.; Carracedo, A.; Arenas, M.; Amorim, A.; Comas, D. Spatially Explicit Analysis Reveals Complex Human Genetic Gradients in the Iberian Peninsula. Sci. Rep. 2019, 9, 7825. [Google Scholar] [CrossRef] [PubMed]
- Miarons, M.; Manzaneque Gordón, A.; Riera, P.; Gutiérrez Nicolás, F.; in Collaboration with the RedDPYD Research Group with the Spanish Society of Hospital Pharmacy (SEFH). Allelic Frequency of DPYD Genetic Variants in Patients with Cancer in Spain: The PhotoDPYD Study. Oncologist 2023, 28, e304–e308. [Google Scholar] [CrossRef]
- Gil-Rodríguez, A.; Recarey-Rama, S.; Rodríguez-Viyuela, A.; Barros, F.; Carracedo, A.; Maroñas, O. Balance of care activity after EMA recommendation for DPYD gene testing in Galicia. Front. Pharmacol. 2025, 16, 1523536. [Google Scholar] [CrossRef]
- Inicio—Fundación Pública Galega de Medicina Xenómica. Available online: https://xenomica.sergas.gal/?idioma=es (accessed on 19 March 2025).
- As áreas sanitarias e distritos sanitarios de Galicia—Consellería de Sanidade—Servizo Galego de Saúde. Available online: https://www.sergas.es/A-nosa-organizacion/As-sete-estruturas-de-Galicia?idioma=es (accessed on 19 March 2025).
- Begré, U.B.M.; Jörger, M.; Aebi, S.; Amstutz, U.; Largiadèr, C.R. Clinical Implementation of DPYD Pharmacogenetic Testing to Prevent Early-Onset Fluoropyrimidine-Related Toxicity in Cancer Patients in Switzerland. Front. Pharmacol. 2022, 13, 885259. [Google Scholar] [CrossRef]
- Auton, A.; Abecasis, G.R.; Altshuler, D.M.; Durbin, R.M.; Abecasis, G.R.; Bentley, D.R.; Chakravarti, A.; Clark, A.G.; Donnelly, P.; Eichler, E.E.; et al. A global reference for human genetic variation. Nature 2015, 526, 68–74. [Google Scholar] [CrossRef]
- Turner, A.J.; Haidar, C.E.; Yang, W.; Boone, E.C.; Offer, S.M.; Empey, P.E.; Haddad, A.; Tahir, S.; Scharer, G.; Broeckel, U.; et al. Updated DPYD HapB3 haplotype structure and implications for pharmacogenomic testing. Clin. Transl. Sci. 2024, 17, e13699. [Google Scholar] [CrossRef] [PubMed]
- Varela, T.A.; Fariña, J.; Diéguez, L.P.; Lodeiro, R. Gene Flow and Genetic Structure in the Galician Population (NW Spain) According to Alu Insertions. BMC Genet. 2008, 9, 79. [Google Scholar] [CrossRef]
- Bycroft, C.; Fernandez-Rozadilla, C.; Ruiz-Ponte, C.; Quintela, I.; Carracedo, Á.; Donnelly, P.; Myers, S. Patterns of genetic differentiation and the footprints of historical migrations in the Iberian Peninsula. Nat. Commun. 2019, 10, 551. [Google Scholar] [CrossRef]
- International HapMap 3 Consortium; Altshuler, D.M.; Gibbs, R.A.; Peltonen, L.; Altshuler, D.M.; Gibbs, R.A.; Peltonen, L.; Dermitzakis, E.; Schaffner, S.F.; Yu, F.; et al. Integrating common and rare genetic variation in diverse human populations. Nature 2010, 467, 52–58. [Google Scholar] [CrossRef] [PubMed]
- Raska, P.; Zhu, X. Rare variant density across the genome and across populations. BMC Proc. 2011, 5 (Suppl. S9), S39. [Google Scholar] [CrossRef]
- Bomba, L.; Walter, K.; Soranzo, N. The impact of rare and low-frequency genetic variants in common disease. Genome Biol. 2017, 18, 77. [Google Scholar] [CrossRef]
- Momozawa, Y.; Mizukami, K. Unique roles of rare variants in the genetics of complex diseases in humans. J. Hum. Genet. 2021, 66, 11–23. [Google Scholar] [CrossRef]
- Real Time PCR|Thermo Fisher Scientific. Available online: https://www.thermofisher.com/es/es/home/life-science/pcr/real-time-pcr.html?gclid=CjwKCAjwjsi4BhB5EiwAFAL0YMJ4Dfz0JvbrJeDLPyDVJMV8PaLyBR29INcSSn5H17uyGb6MWbtTkBoCcCoQAvD_BwE&ef_id=CjwKCAjwjsi4BhB5EiwAFAL0YMJ4Dfz0JvbrJeDLPyDVJMV8PaLyBR29INcSSn5H17uyGb6MWbtTkBoCcCoQAvD_BwE:G:s&s_kwcid=AL!3652!3!606132911495!p!!g!!thermo%20fisher%20qpcr!17574808763!139287690898&cid=gsd_pcr_sbu_r03_co_cp1491_pjt9623_gsd00000_0se_gaw_rs_lgn_&gad_source=1 (accessed on 18 October 2024).
rs3918290 | rs55886062 | rs56038477 | rs67376798 | |
---|---|---|---|---|
Wild-type | 3684 (99.73%) | 3685 (99.76%) | 3644 (98.65%) | 3646 (98.70%) |
Heterozygous | 10 (0.27%) | 9 (0.24%) | 50 (1.35%) | 48 (1.30%) |
Variant | G-Cohort |
---|---|
rs3918290-C | 7378 (99.86%) |
rs3918290-T* | 10 (0.14%) |
rs55886062-A | 7379 (99.86%) |
rs55886062-C* | 9 (0.12%) |
rs56038477-A | 7338 (99.32%) |
rs56038477-T* | 50 (0.68%) |
rs67376798-T | 7340 (99.35%) |
rs67376798-A* | 48 (0.65%) |
Variant | 1000G-Cohort | gnomAD-Cohort | PhDPYD-Cohort |
---|---|---|---|
rs3918290-C | 1001 (99.5%) | 1,174,085 (99.52%) | 16,053 (99.66%) |
rs3918290-T* | 5 (0.50%) | 5701 (0.48%) | 55 (0.34%) |
rs55886062-A | 1005 (99.9%) | 1,178,286 (99.92%) | 16,093 (99.91%) |
rs55886062-C* | 1 (0.10%) | 996 (0.08%) | 15 (0.09%) |
rs56038477-A | 982 (97.61%) | 1,153,662 (97.79%) | - |
rs56038477-T* | 24 (2.39%) | 26,048 (2.21%) | - |
rs75017182-G | - | - | 15,899 (98.70%) |
rs75017182-C* | - | - | 209 (1.30%) |
rs67376798-T | 999 (99.3%) | 1,171,791 (99.36%) | 16,003 (99.35%) |
rs67376798-A* | 7 (0.7%) | 7853 (0.64%) | 105 (0.65%) |
Variant | G-Cohort | 1000G-Cohort | OR (95% CI) | p Value |
rs3918290-T | 10 (0.14%) | 5 (0.50%) | 0.27 (0.09–0.8) | 2.60 × 10−2 |
rs55886062-C | 9 (0.12%) | 1 (0.10%) | 1.23 (0.16–9.69) | 1.0 |
rs56038477-T | 50 (0.68%) | 24 (2.39%) | 0.28 (0.17–0.46) | 5.30 × 10−8 |
rs67376798-A | 48 (0.65%) | 7 (0.7%) | 0.93 (0.42–2.07) | 8.60 × 10−1 |
Variant | G-cohort | gnomAD-cohort | OR (95% CI) | p Value |
rs3918290-T | 10 (0.14%) | 5701(0.49%) | 0.28 (0.15–0.52) | 1.60 × 10−5 |
rs55886062-C | 9 (0.12%) | 996(0.08%) | 1.44 (0.75–2.78) | 2.70 × 10−1 |
rs56038477-T | 50 (0.68%) | 26,048 (2.16%) | 0.3 (0.23–0.40) | 3.60 × 10−19 |
rs67376798-A | 48 (0.65%) | 7853(0.64%) | 1.01 (0.76–1.34) | 9.40 × 10−1 |
Variant | G-cohort | PhDPYD-cohort | OR (95% CI) | p Value |
rs3918290-T | 10 (0.14%) | 55 (0.34%) | 0.4 (0.20–0.78) | 5.20 × 10−3 |
rs55886062-C | 9 (0.12%) | 15 (0.09%) | 1.31 (0.57–2.999 | 5.20 × 10−1 |
rs56038477-T | 50 (0.68%) | 209 (1.30%) | 0.52 (0.38–0.71 | 2.30 × 10−5 |
rs67376798-A | 48 (0.65%) | 105 (0.65%) | 1 (0.71–1.40) | 9.80 × 10−1 |
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Share and Cite
Gil-Rodriguez, A.; Recarey-Rama, S.; Rodríguez-Viyuela, A.; Cruz, R.; Barros, F.; Carracedo, A.; Maroñas, O. Differences in DPYD Population Frequencies Observed in Galicians Compared to Europeans and Spanish from PhotoDPYD Study. Pharmaceuticals 2025, 18, 515. https://doi.org/10.3390/ph18040515
Gil-Rodriguez A, Recarey-Rama S, Rodríguez-Viyuela A, Cruz R, Barros F, Carracedo A, Maroñas O. Differences in DPYD Population Frequencies Observed in Galicians Compared to Europeans and Spanish from PhotoDPYD Study. Pharmaceuticals. 2025; 18(4):515. https://doi.org/10.3390/ph18040515
Chicago/Turabian StyleGil-Rodriguez, Almudena, Sheila Recarey-Rama, Ana Rodríguez-Viyuela, Raquel Cruz, Francisco Barros, Angel Carracedo, and Olalla Maroñas. 2025. "Differences in DPYD Population Frequencies Observed in Galicians Compared to Europeans and Spanish from PhotoDPYD Study" Pharmaceuticals 18, no. 4: 515. https://doi.org/10.3390/ph18040515
APA StyleGil-Rodriguez, A., Recarey-Rama, S., Rodríguez-Viyuela, A., Cruz, R., Barros, F., Carracedo, A., & Maroñas, O. (2025). Differences in DPYD Population Frequencies Observed in Galicians Compared to Europeans and Spanish from PhotoDPYD Study. Pharmaceuticals, 18(4), 515. https://doi.org/10.3390/ph18040515