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Pudjihartono M, Golovina E, Fadason T, O'Sullivan JM, Schierding W. Links between melanoma germline risk loci, driver genes and comorbidities: insight from a tissue-specific multi-omic analysis. Mol Oncol 2024; 18:1031-1048. [PMID: 38308491 PMCID: PMC10994230 DOI: 10.1002/1878-0261.13599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 11/15/2023] [Accepted: 01/22/2024] [Indexed: 02/04/2024] Open
Abstract
Genome-wide association studies (GWAS) have associated 76 loci with the risk of developing melanoma. However, understanding the molecular basis of such associations has remained a challenge because most of these loci are in non-coding regions of the genome. Here, we integrated data on epigenomic markers, three-dimensional (3D) genome organization, and expression quantitative trait loci (eQTL) from melanoma-relevant tissues and cell types to gain novel insights into the mechanisms underlying melanoma risk. This integrative approach revealed a total of 151 target genes, both near and far away from the risk loci in linear sequence, with known and novel roles in the etiology of melanoma. Using protein-protein interaction networks, we identified proteins that interact-directly or indirectly-with the products of the target genes. The interacting proteins were enriched for known melanoma driver genes. Further integration of these target genes into tissue-specific gene regulatory networks revealed patterns of gene regulation that connect melanoma to its comorbidities. Our study provides novel insights into the biological implications of genetic variants associated with melanoma risk.
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Affiliation(s)
| | | | | | - Justin M. O'Sullivan
- Liggins InstituteThe University of AucklandNew Zealand
- The Maurice Wilkins CentreThe University of AucklandNew Zealand
- Australian Parkinson's MissionGarvan Institute of Medical ResearchSydneyAustralia
- MRC Lifecourse Epidemiology UnitUniversity of SouthamptonUK
- Singapore Institute for Clinical SciencesAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - William Schierding
- Liggins InstituteThe University of AucklandNew Zealand
- The Maurice Wilkins CentreThe University of AucklandNew Zealand
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Wu M, Yavuzyiğitoğlu S, Brosens E, Ramdas WD, Kiliç E. Worldwide Incidence of Ocular Melanoma and Correlation With Pigmentation-Related Risk Factors. Invest Ophthalmol Vis Sci 2023; 64:45. [PMID: 37902747 PMCID: PMC10617638 DOI: 10.1167/iovs.64.13.45] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/13/2023] [Indexed: 10/31/2023] Open
Abstract
Purpose The worldwide incidence of ocular melanoma (OM), uveal melanoma (UM), and conjunctival melanoma has last been reported on 15 years ago. Recently, light iris color and four specific single-nucleotide-polymorphisms (SNPs) have been identified as a UM-risk factor. Furthermore, six iris color predicting SNPs have been discovered (IrisPlex). Interestingly, two of these (rs129138329 and rs12203592) are also UM-risk factors. We collected worldwide incidence data of OM and investigated its correlations with iris color, IrisPlex SNPs, and UM-risk SNPs. Methods Cases of OM, as defined by the International Classification of Diseases Oncology C69 (eye), 8720/3 to 8790/3 (malignant melanoma), and 8000 to 8005 (malignant neoplasm), between 1988 and 2012, were extracted from the Cancer Incidence in Five Continents. Incidence rates were age-standardized and their trends were analyzed with joinpoint regression and age period cohort modeling. Frequencies for each country of iris color, IrisPlex SNPs, and UM-risk SNPs were collected from the literature. Results Incidence rates were generally ≥8.0 cases per million person-years in Northern Europe, Western Europe, and Oceania; 2.0 to 7.9 in North America, Eastern Europe, and Southern Europe; and <2.0 in South America, Asia, and Africa. OM incidence correlated with latitude (r = 0.77, P ≤ 0.001) and is expressed as a north-to-south decreasing gradient in Europe. SNP rs12913832 correlated with OM incidence (r = 0.83, P ≤ 0.001), blue iris color (r = 0.56, P ≤ 0.05), green iris color (r = 0.51, P ≤ 0.05), and brown iris color (r = -0.64, P ≤ 0.01). Trends were stable for most countries (28/35). Conclusions OM incidence is highest in populations of European ancestry and lowest in populations of Asian and African ancestry. Overall, trends are stable, and the spatial correlation among OM incidence, iris color, and rs12913832 may support the role of pigmentation-related risk factors in OM development.
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Affiliation(s)
- Mike Wu
- Department of Ophthalmology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Serdar Yavuzyiğitoğlu
- Department of Ophthalmology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Erwin Brosens
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Wishal D. Ramdas
- Department of Ophthalmology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Emine Kiliç
- Department of Ophthalmology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - on behalf of the Rotterdam Ocular Melanoma Study Group (ROMS)
- Department of Ophthalmology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Erasmus MC Cancer Institute, Erasmus MC University Medical Center, Rotterdam, The Netherlands
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Awazu Y, Fukuda T, Noda T, Uchikura E, Nanno S, Imai K, Yamauchi M, Yasui T, Sumi T. CLPTM1L expression predicts recurrence of patients with intermediate‑ and high‑risk stage IB‑IIB cervical cancer undergoing radical hysterectomy followed by TP as adjuvant chemotherapy. Oncol Lett 2023; 26:353. [PMID: 37545614 PMCID: PMC10398629 DOI: 10.3892/ol.2023.13939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 06/14/2023] [Indexed: 08/08/2023] Open
Abstract
According to the National Comprehensive Cancer Network clinical practice guidelines of cervical cancer, concurrent chemoradiotherapy or radiotherapy is suggested for patients who receive radical hysterectomy and have intermediate- and high-risk cervical cancer. However, adjuvant chemotherapy has been increasingly chosen given the adverse events associated with chemoradiotherapy or radiotherapy and the increase in evidence regarding the efficacy of adjuvant chemotherapy. Given that adjuvant chemotherapy is not a standard treatment at present, if recurrence after adjuvant chemotherapy could be predicted, it would assist the decision of gynecological oncologists selecting which adjuvant therapy (chemotherapy or radiation therapy) to use. Cleft lip and palate transmembrane protein 1-like protein (CLPTM1L; also known as cisplatin resistance-related protein 9) is associated with apoptotic mechanisms and is related to the proliferation of the tumor cells and resistance against chemotherapy. In the present study, the association between CLPTM1L expression and recurrence of intermediate- and high-risk stage IB-IIB cervical cancer in patients undergoing radical hysterectomy followed by treatment with cisplatin and paclitaxel (TP) as adjuvant chemotherapy was determined. Patients were divided into two groups: Recurrence group and no-recurrence group. CLPTM1L expression was examined using immunohistochemistry in paraffin-embedded sections using weighted scores. Regarding the characteristics of the patients, a histology of non-squamous cell carcinoma, lymph node metastasis and parametrium invasion were more common in the recurrence group compared with the non-recurrence group. In the recurrence group, CLPTM1L expression was significantly higher than that in the no-recurrence group. Next, patients were divided into low and high-expression groups based on the weighted score with a cut-off value of 6. In the high expression group, patients exhibited a higher rate of recurrence (37.5 vs. 5.1%) and had worse overall survival. Multivariate analysis revealed that high CLPTM1L expression was independently related to recurrence. In in vitro analysis, small interfering RNA-mediated knockdown of CLPTM1L enhanced the sensitivity of cervical cancer cells to cisplatin. In conclusion, the present study revealed that CLPTM1L expression may be a predictive biomarker of recurrence of intermediate- and high-risk stage IB-IIB cervical cancer in patients undergoing radical hysterectomy followed by TP as adjuvant chemotherapy.
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Affiliation(s)
- Yuichiro Awazu
- Department of Obstetrics and Gynecology, Osaka City University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Takeshi Fukuda
- Department of Obstetrics and Gynecology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Takuya Noda
- Department of Obstetrics and Gynecology, Osaka City University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Eijiro Uchikura
- Department of Obstetrics and Gynecology, Osaka City University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Shigenori Nanno
- Department of Obstetrics and Gynecology, Osaka City University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Kenji Imai
- Department of Obstetrics and Gynecology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Makoto Yamauchi
- Department of Obstetrics and Gynecology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Tomoyo Yasui
- Department of Obstetrics and Gynecology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
| | - Toshiyuki Sumi
- Department of Obstetrics and Gynecology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Osaka 5454-8585, Japan
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Mobuchon L, Derrien AC, Houy A, Verrier T, Pierron G, Cassoux N, Milder M, Deleuze JF, Boland A, Scelo G, Cancel-Tassin G, Cussenot O, Rodrigues M, Noirel J, Machiela MJ, Stern MH. Different Pigmentation Risk Loci for High-Risk Monosomy 3 and Low-Risk Disomy 3 Uveal Melanomas. J Natl Cancer Inst 2022; 114:302-309. [PMID: 34424336 PMCID: PMC8826635 DOI: 10.1093/jnci/djab167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/06/2021] [Accepted: 08/19/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Uveal melanoma (UM), a rare malignant tumor of the eye, is predominantly observed in populations of European ancestry. UMs carrying a monosomy 3 (M3) frequently relapse mainly in the liver, whereas UMs with disomy 3 (D3) are associated with more favorable outcome. Here, we explored the UM genetic predisposition factors in a large genome-wide association study (GWAS) of 1142 European UM patients and 882 healthy controls . METHODS We combined 2 independent datasets (Global Screening Array) with the dataset described in a previously published GWAS in UM (Omni5 array), which were imputed separately and subsequently merged. Patients were stratified according to their chromosome 3 status, and identified UM risk loci were tested for differential association with M3 or D3 subgroups. All statistical tests were 2-sided. RESULTS We recapitulated the previously identified risk locus on chromosome 5 on CLPTM1L (rs421284: odds ratio [OR] =1.58, 95% confidence interval [CI] = 1.35 to 1.86; P = 1.98 × 10-8) and identified 2 additional risk loci involved in eye pigmentation: IRF4 locus on chromosome 6 (rs12203592: OR = 1.76, 95% CI = 1.44 to 2.16; P = 3.55 × 10-8) and HERC2 locus on chromosome 15 (rs12913832: OR= 0.57, 95% CI = 0.48 to 0.67; P = 1.88 × 10-11). The IRF4 rs12203592 single-nucleotide polymorphism was found to be exclusively associated with risk for the D3 UM subtype (ORD3 = 2.73, 95% CI = 1.87 to 3.97; P = 1.78 × 10-7), and the HERC2 rs12913832 single-nucleotide polymorphism was exclusively associated with risk for the M3 UM subtype (ORM3 = 2.43, 95% CI = 1.79 to 3.29; P = 1.13 × 10-8). However, the CLPTM1L risk locus was equally statistically significant in both subgroups. CONCLUSIONS This work identified 2 additional UM risk loci known for their role in pigmentation. Importantly, we demonstrate that UM tumor biology and metastatic potential are influenced by patients' genetic backgrounds.
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Affiliation(s)
- Lenha Mobuchon
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, France
| | - Anne-Céline Derrien
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, France
| | - Alexandre Houy
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, France
| | - Thibault Verrier
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, France
| | - Gaëlle Pierron
- Somatic Genetic Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Nathalie Cassoux
- Department of Ocular Oncology, Institut Curie, Paris, France
- Faculty of Medicine, University of Paris Descartes, Paris, France
| | - Maud Milder
- Inserm CIC BT 1418, Institut Curie, PSL Research University, Paris, France
| | - Jean-François Deleuze
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine, Evry, France
| | - Anne Boland
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine, Evry, France
| | - Ghislaine Scelo
- International Agency for Research on Cancer (IARC), Lyon, France
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Géraldine Cancel-Tassin
- CeRePP, Tenon Hospital, Paris, France
- Sorbonne University, GRC n°5 Predictive Onco-Urology, AP-HP, Tenon Hospital, Paris, France
| | - Olivier Cussenot
- CeRePP, Tenon Hospital, Paris, France
- Sorbonne University, GRC n°5 Predictive Onco-Urology, AP-HP, Tenon Hospital, Paris, France
| | - Manuel Rodrigues
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, France
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris, France
| | - Josselin Noirel
- Laboratoire GBCM (EA7528), CNAM, HESAM Université, Paris, France
| | - Mitchell J Machiela
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | - Marc-Henri Stern
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M), Equipe Labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, France
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Valasapalli S, Guddati AK. Nation-Wide Trends in Incidence-Based Mortality of Patients with Ocular Melanoma in USA: 2000 to 2018. Int J Gen Med 2021; 14:4171-4176. [PMID: 34385837 PMCID: PMC8354021 DOI: 10.2147/ijgm.s299144] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Accepted: 05/28/2021] [Indexed: 12/25/2022] Open
Abstract
Background Ocular and orbit melanoma is a rare subtype of melanoma for which outcomes have not been adequately reported. We have analyzed the incidence-based mortality trends of ocular and orbit melanoma over 15 years in USA. Most ocular melanomas originate from the uvea and, to a lesser extent, from the conjunctiva. Primary orbital melanoma is exceedingly rare. Methods The Surveillance, Epidemiology, and End Results (SEER) database was queried to find the incidence-based mortality for all patients diagnosed with ocular and orbit melanoma for the years 2000 to 2018. Results were grouped by gender and race (Caucasian/White, African American/Black, American Indian/Alaskan Native, and Asian/Pacific Islanders). A paired t-test was used to determine the statistically significant difference between various subgroups (p < 0.05). Results Incidence-based mortality has been the highest in Caucasian/White patients from 2000 to 2018, followed by African American/Black and Asian/Pacific Islander patients. American Indian/Alaskan native patients appear to have the least mortality. There was a statistically significant difference (p<0.05) in mortality between Caucasian/White patients from 2000 to 2018, and African American/Black and Asian/Pacific Islander patients. The sample size for African American/Black and American Indian/Alaskan native patients was too low to discern a meaningful trend in mortality. Overall, it appears that Caucasian males and females have a far higher and worsening incidence-based mortality compared to other races. Conclusion Ocular melanoma and orbit melanoma are rare entities that are predominantly seen in Caucasian/White patients. This study shows that incidence-based mortality has been worsening for these patients in the past two decades. These entities have a poor prognosis and have not been studied extensively in immunotherapy trials. There is a need for new clinical trials to help improve mortality rates.
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Affiliation(s)
- Srijan Valasapalli
- Department of Medicine, Carle Foundation Hospital, Urbana, IL, 61801, USA
| | - Achuta Kumar Guddati
- Division of Hematology/Oncology, Georgia Cancer Center, Augusta University, Augusta, GA, 30909, USA
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