1
|
Tuo S, Jiang J. A Novel Detection Method for High-Order SNP Epistatic Interactions Based on Explicit-Encoding-Based Multitasking Harmony Search. Interdiscip Sci 2024; 16:688-711. [PMID: 38954231 DOI: 10.1007/s12539-024-00621-2] [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: 08/06/2023] [Revised: 02/06/2024] [Accepted: 02/17/2024] [Indexed: 07/04/2024]
Abstract
To elucidate the genetic basis of complex diseases, it is crucial to discover the single-nucleotide polymorphisms (SNPs) contributing to disease susceptibility. This is particularly challenging for high-order SNP epistatic interactions (HEIs), which exhibit small individual effects but potentially large joint effects. These interactions are difficult to detect due to the vast search space, encompassing billions of possible combinations, and the computational complexity of evaluating them. This study proposes a novel explicit-encoding-based multitasking harmony search algorithm (MTHS-EE-DHEI) specifically designed to address this challenge. The algorithm operates in three stages. First, a harmony search algorithm is employed, utilizing four lightweight evaluation functions, such as Bayesian network and entropy, to efficiently explore potential SNP combinations related to disease status. Second, a G-test statistical method is applied to filter out insignificant SNP combinations. Finally, two machine learning-based methods, multifactor dimensionality reduction (MDR) as well as random forest (RF), are employed to validate the classification performance of the remaining significant SNP combinations. This research aims to demonstrate the effectiveness of MTHS-EE-DHEI in identifying HEIs compared to existing methods, potentially providing valuable insights into the genetic architecture of complex diseases. The performance of MTHS-EE-DHEI was evaluated on twenty simulated disease datasets and three real-world datasets encompassing age-related macular degeneration (AMD), rheumatoid arthritis (RA), and breast cancer (BC). The results demonstrably indicate that MTHS-EE-DHEI outperforms four state-of-the-art algorithms in terms of both detection power and computational efficiency. The source code is available at https://github.com/shouhengtuo/MTHS-EE-DHEI.git .
Collapse
Affiliation(s)
- Shouheng Tuo
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, China.
- Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi'an, 710121, China.
- Xi'an Key Laboratory of Big Data and Intelligent Computing, Xi'an, 710121, China.
| | - Jiewei Jiang
- School of Electronic Engineering, Xi'an University of Posts and Telecommunications, Xi'an, 710121, China
| |
Collapse
|
2
|
Weber CAM, Krönke N, Volk V, Auber B, Förster A, Trost D, Geffers R, Esmaeilzadeh M, Lalk M, Nabavi A, Samii A, Krauss JK, Feuerhake F, Hartmann C, Wiese B, Brand F, Weber RG. Rare germline variants in POLE and POLD1 encoding the catalytic subunits of DNA polymerases ε and δ in glioma families. Acta Neuropathol Commun 2023; 11:184. [PMID: 37990341 PMCID: PMC10664377 DOI: 10.1186/s40478-023-01689-5] [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: 08/23/2023] [Accepted: 11/11/2023] [Indexed: 11/23/2023] Open
Abstract
Pathogenic germline variants in the DNA polymerase genes POLE and POLD1 cause polymerase proofreading-associated polyposis, a dominantly inherited disorder with increased risk of colorectal carcinomas and other tumors. POLE/POLD1 variants may result in high somatic mutation and neoantigen loads that confer susceptibility to immune checkpoint inhibitors (ICIs). To explore the role of POLE/POLD1 germline variants in glioma predisposition, whole-exome sequencing was applied to leukocyte DNA of glioma patients from 61 tumor families with at least one glioma case each. Rare heterozygous POLE/POLD1 missense variants predicted to be deleterious were identified in glioma patients from 10 (16%) families, co-segregating with the tumor phenotype in families with available DNA from several tumor patients. Glioblastoma patients carrying rare POLE variants had a mean overall survival of 21 months. Additionally, germline variants in POLD1, located at 19q13.33, were detected in 2/34 (6%) patients with 1p/19q-codeleted oligodendrogliomas, while POLE variants were identified in 2/4 (50%) glioblastoma patients with a spinal metastasis. In 13/15 (87%) gliomas from patients carrying POLE/POLD1 variants, features of defective polymerase proofreading, e.g. hypermutation, POLE/POLD1-associated mutational signatures, multinucleated cells, and increased intratumoral T cell response, were observed. In a CRISPR/Cas9-derived POLE-deficient LN-229 glioblastoma cell clone, a mutator phenotype and delayed S phase progression were detected compared to wildtype POLE cells. Our data provide evidence that rare POLE/POLD1 germline variants predispose to gliomas that may be susceptible to ICIs. Data compiled here suggest that glioma patients carrying POLE/POLD1 variants may be recognized by cutaneous manifestations, e.g. café-au-lait macules, and benefit from surveillance colonoscopy.
Collapse
Affiliation(s)
- Christine A M Weber
- Department of Human Genetics, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Nicole Krönke
- Department of Neuropathology, Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Valery Volk
- Department of Neuropathology, Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Bernd Auber
- Department of Human Genetics, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Alisa Förster
- Department of Human Genetics, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | | | - Robert Geffers
- Genome Analytics Research Group, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | | | - Michael Lalk
- Department of Neurosurgery, KRH Klinikum Nordstadt, Hannover, Germany
| | - Arya Nabavi
- Department of Neurosurgery, KRH Klinikum Nordstadt, Hannover, Germany
| | - Amir Samii
- Department of Neurosurgery, International Neuroscience Institute, Hannover, Germany
| | - Joachim K Krauss
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Friedrich Feuerhake
- Department of Neuropathology, Institute of Pathology, Hannover Medical School, Hannover, Germany
- Institute for Neuropathology, University Clinic Freiburg, Freiburg, Germany
| | - Christian Hartmann
- Department of Neuropathology, Institute of Pathology, Hannover Medical School, Hannover, Germany
| | - Bettina Wiese
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
- Department of Neurology, Henriettenstift, Diakovere Krankenhaus gGmbH, Hannover, Germany
| | - Frank Brand
- Department of Human Genetics, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Ruthild G Weber
- Department of Human Genetics, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
| |
Collapse
|
3
|
Fatemi N, Tu SJ, Chung CC, Moghadam PK, Mojarad EN, Sadeghi A, Totonchi M, Aghdaei HA, Chang JG. Whole exome sequencing identifies MAP3K1, MSH2, and MLH1 as potential cancer-predisposing genes in familial early-onset colorectal cancer. Kaohsiung J Med Sci 2023; 39:896-903. [PMID: 37314251 DOI: 10.1002/kjm2.12715] [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: 01/20/2023] [Revised: 05/01/2023] [Accepted: 05/21/2023] [Indexed: 06/15/2023] Open
Abstract
The incidence of early-onset colorectal cancer (CRC), which affects people under 50, is increasing for unknown reasons. Additionally, no underlying genetic cause is found in 20%-30% of patients suspected of having familial CRC syndrome. Whole exome sequencing (WES) has generated evidence for new genes associated with CRC susceptibility, but many patients remain undiagnosed. This study applied WES in five early-onset CRC patients from three unrelated families to identify novel genetic variants that could be linked to rapid disease development. Furthermore, the candidate variants were validated using Sanger sequencing. Two heterozygote variations, c.1077-2A>G and c.199G>A, were found in the MSH2 and the MLH1 genes, respectively. Sanger sequencing analysis confirmed that these (likely) pathogenic mutations segregated in all the affected families' members. In addition, we identified a rare heterozygote variant (c.175C>T) with suspected pathogenic potential in the MAP3K1 gene; formally the variant is of uncertain significance (VUS). Our findings support the hypothesis that CRC onset may be oligogenic and molecularly heterogeneous. Larger and more robust studies are needed to understand the genetic basis of early-onset CRC development, combined with novel functional analyses and omics approaches.
Collapse
Affiliation(s)
- Nayeralsadat Fatemi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Siang-Jyun Tu
- Center for Precision Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chin-Chun Chung
- Center for Precision Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Pardis Ketabi Moghadam
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ehsan Nazemalhosseini Mojarad
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Amir Sadeghi
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehdi Totonchi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Hamid Asadzadeh Aghdaei
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Jan-Gowth Chang
- Center for Precision Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan
| |
Collapse
|
4
|
Barbirou M, Miller AA, Mezlini A, Bouhaouala-Zahar B, Tonellato PJ. Variant Characterization of a Representative Large Pedigree Suggests "Variant Risk Clusters" Convey Varying Predisposition of Risk to Lynch Syndrome. Cancers (Basel) 2023; 15:4074. [PMID: 37627102 PMCID: PMC10452890 DOI: 10.3390/cancers15164074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 08/09/2023] [Accepted: 08/10/2023] [Indexed: 08/27/2023] Open
Abstract
Recently, worldwide incidences of young adult aggressive colorectal cancer (CRC) have rapidly increased. Of these incidences diagnosed as familial Lynch syndrome (LS) CRC, outcomes are extremely poor. In this study, we seek novel familial germline variants from a large pedigree Tunisian family with 12 LS-affected individuals to identify putative germline variants associated with varying risk of LS. Whole-genome sequencing analysis was performed to identify known and novel germline variants shared between affected and non-affected pedigree members. SNPs, indels, and structural variants (SVs) were computationally identified, and their oncological influence was predicted using the Genetic Association of Complex Diseases and Disorders, OncoKB, and My Cancer Genome databases. Of 94 germline familial variants identified with predicted functional impact, 37 SNPs/indels were detected in 28 genes, 2 of which (MLH1 and PRH1-TAS2R14) have known association with CRC and 4 others (PPP1R13B, LAMA5, FTO, and NLRP14) have known association with non-CRC cancers. In addition, 48 of 57 identified SVs overlap with 43 genes. Three of these genes (RELN, IRS2, and FOXP1) have a known association with non-CRC digestive cancers and one (RRAS2) has a known association with non-CRC cancer. Our study identified 83 novel, predicted functionally impactful germline variants grouped in three "variant risk clusters" shared in three familiarly associated LS groups (high, intermediate and low risk). This variant characterization study demonstrates that large pedigree investigations provide important evidence supporting the hypothesis that different "variant risk clusters" can convey different mechanisms of risk and oncogenesis of LS-CRC even within the same pedigree.
Collapse
Affiliation(s)
- Mouadh Barbirou
- Circulating Tumor Cell Core Laboratory, Population Science Division, Medical Oncology Department, Medical College, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
- Center for Biomedical Informatics, Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MI 65211, USA;
- Medical School, University of Tunis El Manar, Tunis 1068, Tunisia;
| | - Amanda A. Miller
- Circulating Tumor Cell Core Laboratory, Population Science Division, Medical Oncology Department, Medical College, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA;
- Center for Biomedical Informatics, Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MI 65211, USA;
| | - Amel Mezlini
- Medical Oncology Division, Salah Azeiz Oncology Institute, University of Tunis El Manar, Tunis 1068, Tunisia;
| | - Balkiss Bouhaouala-Zahar
- Medical School, University of Tunis El Manar, Tunis 1068, Tunisia;
- Laboratory of Venoms and Therapeutic Biomolecules, LR16IPT08 Institute Pasteur of Tunis, University of Tunis El Manar, Tunis 1068, Tunisia
| | - Peter J. Tonellato
- Center for Biomedical Informatics, Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MI 65211, USA;
| |
Collapse
|
5
|
Djursby M, Hansen TVO, Wadt KAW, Madsen MB, Berchtold LA, Lautrup CK, Markholt S, Jensen UB, Krogh LN, Lundsgaard M, Gerdes AM, Nilbert M, Therkildsen C. Clinical implications of genetic testing in familial intermediate and late-onset colorectal cancer. Hum Genet 2022; 141:1925-1933. [PMID: 35904628 DOI: 10.1007/s00439-022-02470-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 06/23/2022] [Indexed: 11/04/2022]
Abstract
The genetic background of familial, late-onset colorectal cancer (CRC) (i.e., onset > age 50 years) has not been studied as thoroughly as other subgroups of familial CRC, and the proportion of families with a germline genetic predisposition to CRC remains to be defined. To define the contribution of known or suggested CRC predisposition genes to familial late-onset CRC, we analyzed 32 well-established or candidate CRC predisposition genes in 75 families with late-onset CRC. We identified pathogenic or likely pathogenic variants in five patients in MSH6 (n = 1), MUTYH (monoallelic; n = 2) and NTHL1 (monoallelic; n = 2). In addition, we identified a number of variants of unknown significance in particular in the lower penetrant Lynch syndrome-associated mismatch repair (MMR) gene MSH6 (n = 6). In conclusion, screening using a comprehensive cancer gene panel in families with accumulation of late-onset CRC appears not to have a significant clinical value due to the low level of high-risk pathogenic variants detected. Our data suggest that only patients with abnormal MMR immunohistochemistry (IHC) or microsatellite instability (MSI) analyses, suggestive of Lynch syndrome, or a family history indicating another cancer predisposition syndrome should be prioritized for such genetic evaluations. Variants in MSH6 and MUTYH have previously been proposed to be involved in digenic or oligogenic hereditary predisposition to CRC. Accumulation of variants in MSH6 and monoallelic, pathogenic variants in MUTYH in our study indicates that digenic or oligogenic inheritance might be involved in late-onset CRC and warrants further studies of complex types of inheritance.
Collapse
Affiliation(s)
- Malene Djursby
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.
| | - Thomas van Overeem Hansen
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Karin A W Wadt
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Majbritt Busk Madsen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lukas Adrian Berchtold
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Charlotte Kvist Lautrup
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Genetics, Aalborg University Hospital, Aalborg, Denmark
| | - Sara Markholt
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | - Uffe Birk Jensen
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | | | - Malene Lundsgaard
- Department of Clinical Genetics, Aalborg University Hospital, Aalborg, Denmark
| | - Anne Marie Gerdes
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mef Nilbert
- Clinical Research Centre, Copenhagen University Hospital, Amager and Hvidovre Hospital, Copenhagen, Denmark.,Institute of Clinical Sciences, Division of Oncology and Pathology, Lund University, Lund, Sweden
| | - Christina Therkildsen
- Clinical Research Centre, Copenhagen University Hospital, Amager and Hvidovre Hospital, Copenhagen, Denmark.,HNPCC Register, Gastro Unit, Copenhagen University Hospital, Amager and Hvidovre Hospital, Copenhagen, Denmark
| |
Collapse
|
6
|
Manukonda R, Pujar A, Ramappa G, Vemuganti GK, Kaliki S. Identification of novel RB1 genetic variants in Retinoblastoma patients and their impact on clinical outcome. Ophthalmic Genet 2021; 43:64-72. [PMID: 34645364 DOI: 10.1080/13816810.2021.1989602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Retinoblastoma (RB) is an intraocular childhood cancer develops due to inactivation of RB1 gene. Identification of RB1 genetic variants, correlating and confirming genetic test results with clinical outcomes are crucial for effective RB management. METHODS Retrospective study of 62 RB patients and 14 family members who underwent genetic testing either by next generation sequencing (NGS) or multiplex ligation-dependent probe amplification (MLPA) or by both for screening RB1 germline mutations present in peripheral blood. Mutational outcomes were correlated with clinical outcomes evaluated over a follow-up period of 12 months. RESULTS Of the 62 patients, 35 (56%) had bilateral RB and 27 (44%) had unilateral RB. Out of 24 (52%) variants detected by NGS, 9 (37.5%) were novel and 15 (62.5%) were known in 46 probands. Six (18%) gross deletions were detected by MLPA in 34 probands. The mutation detection rate by NGS and MLPA in unilateral cases was 15% (n = 4) and 74% (n = 26) in bilateral cases. In patients with RB1 genetic mutations versus those without, the rate of primary enucleation (7 (12%) vs 18 (44%) eyes; p = .0008) was inversely proportional to tumor recurrence (25 (45%) vs 6 (15%) eyes; p = .002). There was no difference in the rate of globe salvage and metastasis, over a mean follow-up period of 12 months. CONCLUSION The mutations screening is important for risk assessment in future siblings and offspring of RB patients and most important in unilateral RB for determining if hereditary or not hereditary RB. Its role in predicting clinical outcomes is yet to be determined.
Collapse
Affiliation(s)
- Radhika Manukonda
- Operation Eyesight Universal Institute for Eye Cancer (RM, AP, GR, SK), L V Prasad Eye Institute, Hyderabad, India.,Brien Holden Eye Research Center (RM), L. V. Prasad Eye Institute, Hyderabad, India
| | - Akhilesh Pujar
- Operation Eyesight Universal Institute for Eye Cancer (RM, AP, GR, SK), L V Prasad Eye Institute, Hyderabad, India
| | - George Ramappa
- Operation Eyesight Universal Institute for Eye Cancer (RM, AP, GR, SK), L V Prasad Eye Institute, Hyderabad, India
| | - Geeta K Vemuganti
- School of Medical Sciences (GKV), University of Hyderabad, Science Complex, Hyderabad, India
| | - Swathi Kaliki
- Operation Eyesight Universal Institute for Eye Cancer (RM, AP, GR, SK), L V Prasad Eye Institute, Hyderabad, India
| |
Collapse
|
7
|
MLH1 intronic variants mapping to + 5 position of splice donor sites lead to deleterious effects on RNA splicing. Fam Cancer 2021; 19:323-336. [PMID: 32363481 DOI: 10.1007/s10689-020-00182-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Germline pathogenic variants in the DNA mismatch repair genes (MMR): MLH1, MSH2, MSH6, and PMS2, are causative of Lynch syndrome (LS). However, many of the variants mapping outside the invariant splice site positions (IVS ± 1, IVS ± 2) are classified as variants of unknown significance (VUS). Three such variants (MLH1 c.588+5G>C, c.588+5G>T and c.677+5G>A) were identified in 8 unrelated LS families from Argentina, Brazil and Chile. Herein, we collected clinical information on these families and performed segregation analysis and RNA splicing studies to assess the implication of these VUS in LS etiology. Pedigrees showed a clear pattern of variant co-segregation with colorectal cancer and/or other LS-associated malignancies. Tumors presented deficient expression of MLH1-PMS2 proteins in 7/7 of the LS families, and MSI-high status in 3/3 cases. Moreover, RNA analyses revealed that c.588+5G>C and c.588+5G>T induce skipping of exon 7 whereas c.677+5G>A causes skipping of exon 8. In sum, we report that the combined clinical findings in the families and the molecular studies provided the evidences needed to demonstrate that the three MLH1 variants are causative of LS and to classify c.588+5G>C and c.677+5G>A as class 5 (pathogenic), and c.588+5G>T as class 4 (likely-pathogenic). Our findings underline the importance of performing clinical and family analyses, as well as RNA splicing assays in order to determine the clinical significance of intronic variants, and contribute to the genetic counseling and clinical management of patients and their relatives.
Collapse
|
8
|
Morak M, Steinke-Lange V, Massdorf T, Benet-Pages A, Locher M, Laner A, Kayser K, Aretz S, Holinski-Feder E. Prevalence of CNV-neutral structural genomic rearrangements in MLH1, MSH2, and PMS2 not detectable in routine NGS diagnostics. Fam Cancer 2021; 19:161-167. [PMID: 32002723 DOI: 10.1007/s10689-020-00159-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Routine diagnostics for colorectal cancer patients suspected of having Lynch-Syndrome (LS) currently uses Next-Generation-Sequencing (NGS) of targeted regions within the DNA mismatch repair (MMR) genes. This analysis can reliably detect nucleotide alterations and copy-number variations (CNVs); however, CNV-neutral rearrangements comprising gene inversions or large intronic insertions remain undetected because their breakpoints are usually not covered. As several founder mutations exist for LS, we established PCR-based screening methods for five known rearrangements in MLH1, MSH2, or PMS2, and investigated their prevalence in 98 German patients with suspicion of LS without a causative germline variant or CNV detectable in the four MMR genes. We found no recurrence of CNV-neutral structural rearrangements previously described: Neither for two inversions in MLH1 (exon 1 and exon 16-19) within 33 MLH1-deficient patients, nor for two inversions in MSH2 (exon 1-7 and exon 2-6) within 48 MSH2-deficient patients. The PMS2 insertion in intron 7 was detected in one of 17 PMS2-deficient patients. None of the four genomic inversions constitutes a founder event within the German population, but we advise to test the rare cases with unsolved PMS2-deficiency upon the known insertion. As a next diagnostic step, tumour tissue of the unsolved patients should be sequenced for somatic variants, and germline analysis of additional genes with an overlapping clinical phenotype should be considered. Alternatively, full-length cDNA analyses may detect concealed MMR-defects in cases with family history.
Collapse
Affiliation(s)
- Monika Morak
- Medizinische Klinik Und Poliklinik IV, Campus Innenstadt, Klinikum Der Universität München, Ziemssenstr. 1, 80336, Munich, Germany. .,MGZ - Medizinisch Genetisches Zentrum, Bayerstr. 3-5, 80335, Munich, Germany.
| | - Verena Steinke-Lange
- Medizinische Klinik Und Poliklinik IV, Campus Innenstadt, Klinikum Der Universität München, Ziemssenstr. 1, 80336, Munich, Germany.,MGZ - Medizinisch Genetisches Zentrum, Bayerstr. 3-5, 80335, Munich, Germany
| | - Trisari Massdorf
- Medizinische Klinik Und Poliklinik IV, Campus Innenstadt, Klinikum Der Universität München, Ziemssenstr. 1, 80336, Munich, Germany.,MGZ - Medizinisch Genetisches Zentrum, Bayerstr. 3-5, 80335, Munich, Germany
| | - Anna Benet-Pages
- Medizinische Klinik Und Poliklinik IV, Campus Innenstadt, Klinikum Der Universität München, Ziemssenstr. 1, 80336, Munich, Germany
| | - Melanie Locher
- Medizinische Klinik Und Poliklinik IV, Campus Innenstadt, Klinikum Der Universität München, Ziemssenstr. 1, 80336, Munich, Germany
| | - Andreas Laner
- Medizinische Klinik Und Poliklinik IV, Campus Innenstadt, Klinikum Der Universität München, Ziemssenstr. 1, 80336, Munich, Germany
| | - Katrin Kayser
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Stefan Aretz
- Institute of Human Genetics, University of Bonn, Bonn, Germany.,Center for Hereditary Tumour Syndromes, University Hospital Bonn, Bonn, Germany
| | - Elke Holinski-Feder
- Medizinische Klinik Und Poliklinik IV, Campus Innenstadt, Klinikum Der Universität München, Ziemssenstr. 1, 80336, Munich, Germany. .,MGZ - Medizinisch Genetisches Zentrum, Bayerstr. 3-5, 80335, Munich, Germany.
| |
Collapse
|
9
|
Zhu X, Liu Y, Xu J, Cheng Z, Yu Y, Chu M, Lu X, Yuan W. miR-608 rs4919510 Polymorphism May Affect Susceptibility to Colorectal Cancer by Upregulating MRPL43 Expression. DNA Cell Biol 2020; 39:2017-2027. [PMID: 33147064 DOI: 10.1089/dna.2020.5689] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
There are many studies on the association between miR-608 rs4919510 polymorphism and susceptibility to colorectal cancer (CRC). However, the role of rs4919510 in CRC development and its underlying mechanism remain unclear. We first evaluated the gene that may be regulated by the variation of rs4919510 through a two-stage expression quantitative trait loci analysis and then compared the expression of that identified gene in CRC tissues and adjacent nontumor tissues. Next, methyl thiazolyl tetrazolium (MTT) assay, transwell assay, and flow cytometry analyses were performed to investigate the in vitro capacity of cell proliferation, migration, invasion, apoptosis, and cell cycle of CRC cells, respectively. Finally, through bioinformatics prediction, we contrasted the regulatory network and identified microRNAs (miRNAs) and long noncoding RNAs (lncRNAs) that could regulate the obtained gene. We found that the variant G allele of rs4919510 located in miR-608 was associated with a potentially increased expression of MRPL43 in colon tissues (p = 0.065). Moreover, the results of functional experiments suggested that knockdown of the MRPL43 gene could inhibit the growth of the CRC HCT-116 cell line and promote apoptosis. Additionally, the cell cycle of CRC HCT-116 cell line was significantly arrested at the G2 phase. Next, we obtained a competing endogenous RNA regulatory network of MRPL43 with 17 pairs of miRNAs-lncRNAs by bioinformatics prediction, out of which, survival analysis indicated that different expression levels of miR-193b-3p (p = 0.0269) and miR-194-3p (p = 0.0113) were associated with overall survival in CRC patients. The rs4919510 variant G allele in miR-608 may increase the proliferation, invasion, and migration ability and decrease the apoptosis of CRC HCT-116 cell line by upregulating the expression of MRPL43, ultimately may affect the risk of CRC. Moreover, miR-193b-3p and miR-194-3p that target MRPL43 may serve as potential predictive biomarkers of CRC survival.
Collapse
Affiliation(s)
- Xiaoqi Zhu
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Yichen Liu
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Jingsheng Xu
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Zhounan Cheng
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Yuhui Yu
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Minjie Chu
- Department of Epidemiology, School of Public Health, Nantong University, Nantong, China
| | - Xiao Lu
- Department of Oncology, Changshu No. 1 People's Hospital, Suzhou, China
| | - Weiyan Yuan
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong, China
| |
Collapse
|
10
|
Djursby M, Madsen MB, Frederiksen JH, Berchtold LA, Therkildsen C, Willemoe GL, Hasselby JP, Wikman F, Okkels H, Skytte AB, Nilbert M, Wadt K, Gerdes AM, van Overeem Hansen T. New Pathogenic Germline Variants in Very Early Onset and Familial Colorectal Cancer Patients. Front Genet 2020; 11:566266. [PMID: 33193653 PMCID: PMC7541943 DOI: 10.3389/fgene.2020.566266] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 08/24/2020] [Indexed: 12/30/2022] Open
Abstract
A genetic diagnosis facilitates personalized cancer treatment and clinical care of relatives at risk, however, although 25% of colorectal cancer cases are familial, around 95% of the families are genetically unresolved. In this study, we performed gene panel analysis on germline DNA of 32 established or candidate colorectal cancer predisposing genes in 149 individuals from either families with an accumulation of colorectal cancers or families with only one sporadic case of very early onset colorectal cancer (≤40 years at diagnosis). We identified pathogenic or likely pathogenic genetic variants in 10.1% of the participants in genes such as APC, POLE, MSH2 or PMS2. The MSH2 variant, c.2168C>T, p.(Ser723Phe) was previously described as a variant of unknown significance, but we have now reclassified it to be likely pathogenic. The POLE variant, c.1089C>A, p.(Asn363Lys) was identified in a patient with three metachronous colorectal cancers from age 28 and turned out to be de novo. One pathogenic PMS2 variant was novel. We also identified a number of highly interesting variants of unknown significance in APC, BUB1, TP53 and RPS20. The RPS20 variant is novel and was found in a large Amsterdam I positive family with a multi tumor phenotype including 12 cases of CRC from as early as age 24. This variant was found to segregate with cancer in the family and multiple in silico tools predict it to be pathogenic. Our data further support the shift from phenotypic-based cancer panels to large panels including all established genes involved in hereditary cancer syndromes or (targeted) whole genome sequencing. Additionally, identification of a likely disease-predisposing variant in RPS20 expands the phenotypic spectrum of RPS20-related cancers and emphasize that this gene is relevant to include in colorectal cancer gene panels.
Collapse
Affiliation(s)
- Malene Djursby
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Majbritt B Madsen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jane H Frederiksen
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lukas A Berchtold
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Christina Therkildsen
- The Danish HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Hvidovre, Denmark
| | - Gro L Willemoe
- Department of Pathology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jane P Hasselby
- Department of Pathology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Friedrik Wikman
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Henrik Okkels
- Section of Molecular Diagnostics, Department of Clinical Chemistry, Aalborg University Hospital, Aalborg, Denmark
| | - Anne-Bine Skytte
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | - Mef Nilbert
- The Danish HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Hvidovre, Denmark
| | - Karin Wadt
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Anne-Marie Gerdes
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Thomas van Overeem Hansen
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| |
Collapse
|
11
|
Yang Y, Zhou Q, Pan H, Wang L, Qian C. Association Study of MAP3K1 SNPs and Risk Factors with Susceptibility to Esophageal Squamous Cell Carcinoma in a Chinese Population: A Case-Control Study. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2020; 13:189-197. [PMID: 32753933 PMCID: PMC7342385 DOI: 10.2147/pgpm.s256230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 06/04/2020] [Indexed: 11/23/2022]
Abstract
Purpose The aim of this study was to screen the predisposed population and explore possible interactions between genetic polymorphisms and risk factors involved in the tumorigenesis and progression of ESCC (esophageal squamous cell carcinoma), in hope of identifying possible therapeutic targets along the way. Patients and Methods Cases (1043) and controls (1315) were enrolled to evaluate the possible association between MAP3K1 SNPs and ESCC risk. Subgroup analyses include MAP3K1 variants, gender, age, smoking and drinking status. Results Among all three single locus polymorphisms of MAP3K1, only the heterozygote genotype of rs702689 AG is shown to be associated with increased risk for developing ESCC (OR=1.272, 95% confidence interval=1.061–1.525, p=0.009). Moreover, stratified analysis results observed altered susceptibility among patients with exposure to risk factors combined with certain genetic variant to ESCC. Conclusion This study reveals that MAP3K1 rs702689 AG genotype might facilitate the tumorigenesis in ESCC, particularly among women, patients who were over 63y and those who never drink nor smoke.
Collapse
Affiliation(s)
- Yiling Yang
- Department of Oncology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu 212002, People's Republic of China
| | - Qiang Zhou
- Department of Cardiothoracic Surgery, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu 212002, People's Republic of China
| | - Huiwen Pan
- Department of Cardiothoracic Surgery, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu 212002, People's Republic of China
| | - Liming Wang
- Department of Oncology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu 212002, People's Republic of China.,Department of Respiratory, Xuhui Hospital-Affiliated Hospital of Zhongshan Hospital of Fudan University, Shanghai 200032, People's Republic of China
| | - Cheng Qian
- Department of Thoracic Surgery, Zhongshan Hospital of Fudan University, Shanghai 200032, People's Republic of China
| |
Collapse
|
12
|
Therkildsen C, Rasmussen M, Smith-Hansen L, Kallemose T, Lindberg LJ, Nilbert M. Broadening risk profile in familial colorectal cancer type X; increased risk for five cancer types in the national Danish cohort. BMC Cancer 2020; 20:345. [PMID: 32321466 PMCID: PMC7179001 DOI: 10.1186/s12885-020-06859-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 04/13/2020] [Indexed: 12/20/2022] Open
Abstract
Background Familial colorectal cancer type X (FCCTX) is a phenotypically defined subset of hereditary colorectal cancer with unknown and potentially heterogeneous genetic aetiology. FCCTX has been characterized as a colorectal cancer-specific syndrome, which we herein challenge by estimating the risk for extra-colorectal cancer in the Danish FCCTX cohort. Methods Through the national hereditary non-polyposis colorectal cancer (HNPCC) register, 213 families fulfilling the Amsterdam I criteria and showing retained mismatch repair (MMR) function were identified. In here, sex and age-specific incidence rate ratios (IRR) were calculated for 30 extra-colorectal cancer types in comparison with the general Danish population. Results In total, 494 extra-colorectal cancers developed with significantly increased risks for cancers of the urinary tract, breast, stomach, pancreas, and eye tumours. The age groups at increased risks were 30–49 years for gastric cancer, 30–69 years for female breast cancer, 50–69 years for ocular melanoma and above age 70 for pancreatic cancer and urothelial cancer. Conclusions Danish FCCTX families show an increased risk of several extra-colorectal cancer types. This observation may indicate unidentified disease-predisposing genetic variants in this phenotypically defined subset of hereditary colorectal cancer and calls for awareness during genetic counselling and follow-up.
Collapse
Affiliation(s)
- Christina Therkildsen
- HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Kettegård Allé 30, 2650, Hvidovre, Denmark.
| | - Maria Rasmussen
- HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Kettegård Allé 30, 2650, Hvidovre, Denmark
| | - Lars Smith-Hansen
- HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Kettegård Allé 30, 2650, Hvidovre, Denmark
| | - Thomas Kallemose
- HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Kettegård Allé 30, 2650, Hvidovre, Denmark
| | - Lars Joachim Lindberg
- HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Kettegård Allé 30, 2650, Hvidovre, Denmark.,Digestive Disease Center, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Mef Nilbert
- HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Kettegård Allé 30, 2650, Hvidovre, Denmark.,Institute of Clinical Sciences, Division of Oncology and Pathology, Lund University, Lund, Sweden.,Danish Cancer Society Research Center, the Danish Cancer Society, Copenhagen, Denmark
| |
Collapse
|
13
|
Dominguez-Valentin M, Nakken S, Tubeuf H, Vodak D, Ekstrøm PO, Nissen AM, Morak M, Holinski-Feder E, Holth A, Capella G, Davidson B, Evans DG, Martins A, Møller P, Hovig E. Results of multigene panel testing in familial cancer cases without genetic cause demonstrated by single gene testing. Sci Rep 2019; 9:18555. [PMID: 31811167 PMCID: PMC6898579 DOI: 10.1038/s41598-019-54517-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 11/15/2019] [Indexed: 01/08/2023] Open
Abstract
We have surveyed 191 prospectively sampled familial cancer patients with no previously detected pathogenic variant in the BRCA1/2, PTEN, TP53 or DNA mismatch repair genes. In all, 138 breast cancer (BC) cases, 34 colorectal cancer (CRC) and 19 multiple early-onset cancers were included. A panel of 44 cancer-predisposing genes identified 5% (9/191) pathogenic or likely pathogenic variants and 87 variants of uncertain significance (VUS). Pathogenic or likely pathogenic variants were identified mostly in familial BC individuals (7/9) and were located in 5 genes: ATM (3), BRCA2 (1), CHEK2 (1), MSH6 (1) and MUTYH (1), followed by multiple early-onset (2/9) individuals, affecting the CHEK2 and ATM genes. Eleven of the 87 VUS were tested, and 4/11 were found to have an impact on splicing by using a minigene splicing assay. We here report for the first time the splicing anomalies using this assay for the variants ATM c.3806A > G and BUB1 c.677C > T, whereas CHEK1 c.61G > A did not result in any detectable splicing anomaly. Our study confirms the presence of pathogenic or likely pathogenic variants in genes that are not routinely tested in the context of the above-mentioned clinical phenotypes. Interestingly, more than half of the pathogenic germline variants were found in the moderately penetrant ATM and CHEK2 genes, where only truncating variants from these genes are recommended to be reported in clinical genetic testing practice.
Collapse
Affiliation(s)
- Mev Dominguez-Valentin
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
| | - Sigve Nakken
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Centre for Cancer Cell Reprogramming, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Hélène Tubeuf
- Inserm-U1245, UNIROUEN, Normandie Univ, Normandy Centre for Genomic and Personalized Medicine, Rouen, France.,Interactive Biosoftware, Rouen, France
| | - Daniel Vodak
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Per Olaf Ekstrøm
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Anke M Nissen
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Monika Morak
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Elke Holinski-Feder
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Ziemssenstr. 1, Munich, Germany.,MGZ-Medizinisch Genetisches Zentrum, Munich, Germany
| | - Arild Holth
- Department of Pathology, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway
| | - Gabriel Capella
- Hereditary Cancer Program, Catalan Institute of Oncology, Insititut d'Investigació Biomèdica de Bellvitge (IDIBELL), ONCOBELL Program, L'Hospitalet de Llobregat, Barcelona, Spain, and Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain
| | - Ben Davidson
- Department of Pathology, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway.,University of Oslo, Faculty of Medicine, Institute of Clinical Medicine, N-, 0316, Oslo, Norway
| | - D Gareth Evans
- Department of Genomic Medicine, Division of Evolution and Genomic Sciences, The University of Manchester, Manchester Academic Health Science Centre, St. Mary's Hospital, Manchester, United Kingdom.,Prevent Breast Cancer Centre, Wythenshawe Hospital, Southmoor Road, Manchester, United Kingdom
| | - Alexandra Martins
- Inserm-U1245, UNIROUEN, Normandie Univ, Normandy Centre for Genomic and Personalized Medicine, Rouen, France
| | - Pål Møller
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Department of Human Medicine, Universität Witten/Herdecke, Wuppertal, Germany
| | - Eivind Hovig
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Department of Informatics, University of Oslo, Oslo, Norway
| |
Collapse
|
14
|
Jansen AML, Ghosh P, Dakal TC, Slavin TP, Boland CR, Goel A. Novel candidates in early-onset familial colorectal cancer. Fam Cancer 2019; 19:1-10. [PMID: 31555933 DOI: 10.1007/s10689-019-00145-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 09/15/2019] [Indexed: 12/12/2022]
Abstract
In 20-30% of patients suspected of a familial colorectal cancer (CRC) syndrome, no underlying genetic cause is detected. Recent advances in whole exome sequencing have generated evidence for new CRC-susceptibility genes including POLE, POLD1 and NTHL1¸ but many patients remain unexplained. Whole exome sequencing was performed on DNA from nine patients from five different families with familial clusters of CRC in which traditional genetic testing failed to yield a diagnosis. Variants were filtered by minor allele frequencies, followed by prioritization based on in silico prediction tools, and the presence in cancer susceptibility genes or genes in cancer-associated pathways. Effects of frameshift variants on protein structure were modeled using I-Tasser. One known pathogenic variant in POLD1 was detected (p.S478N), together with variants in 17 candidate genes not previously associated with CRC. Additional in silico analysis using SIFT, PROVEAN and PolyPhen on the 14 missense variants indicated a possible damaging effect in nine of 14 variants. Modeling of the insertions/deletions showed a damaging effect of two variants in NOTCH2 and CYP1B1. One family was explained by a mutation in a known familial CRC gene. In the remaining four families, the most promising candidates found are a frameshift NOTCH2 and a missense RAB25 variant. This study provides potential novel candidate variants in unexplained familial CRC patients, however, functional validation is imperative to confirm the role of these variants in CRC tumorigenesis. Additionally, while whole exome sequencing enables detection of variants throughout the exome, other causes explaining the familial phenotype such as multiple single nucleotide polymorphisms accumulating to a polygenic risk or epigenetic events, might be missed with this approach.
Collapse
Affiliation(s)
- Anne M L Jansen
- Center for Gastrointestinal Research, Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Dallas, TX, USA
| | - Pradipta Ghosh
- Departments of Medicine and Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
| | - Tikam C Dakal
- Department of Biotechnology, Mohanlal Sukhadia University, Udaipur, Rajasthan, 313001, India
| | - Thomas P Slavin
- Division of Clinical Cancer Genomics City of Hope, Department of Medical Oncology, National Medical Center, Duarte, CA, USA
| | - C Richard Boland
- Departments of Medicine and Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
| | - Ajay Goel
- Center for Gastrointestinal Research, Center for Translational Genomics and Oncology, Baylor Scott & White Research Institute and Charles A. Sammons Cancer Center, Dallas, TX, USA.
- Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope Comprehensive Cancer Center, Duarte, CA, 91016, USA.
| |
Collapse
|
15
|
Duraturo F, Liccardo R, De Rosa M, Izzo P. Genetics, diagnosis and treatment of Lynch syndrome: Old lessons and current challenges. Oncol Lett 2019; 17:3048-3054. [PMID: 30867733 PMCID: PMC6396136 DOI: 10.3892/ol.2019.9945] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 12/20/2018] [Indexed: 12/17/2022] Open
Abstract
Lynch syndrome (LS) is an autosomal dominant genetic disorder associated with germline mutations in DNA mismatch repair (MMR) genes. The carriers of pathogenic mutations in these genes have an increased risk of developing a colorectal cancer and/or LS-associated cancer. The LS-associated cancer types include carcinomas of the endometrium, small intestine, stomach, pancreas and biliary tract, ovary, brain, upper urinary tract and skin. The criteria for the clinical diagnosis of LS and the procedures of the genetic testing for identification of pathogenetic mutations carriers in MMR genes have long been known. A crucial point in the mutation detection analysis is the correct definition of the pathogenecity associated with MMR genetic variants, especially in order to include the mutation carriers in the endoscopy surveillance programs more suited to them. Therefore, this may help to improve the LS-associated cancer prevention programs. In the present review, we also report the recent discoveries in molecular genetics of LS, such as the new roles of MMR protein and immune response of MMR repair deficiency in colorectal cancer. Finally, we discuss the main therapeutic approaches, including immunotherapy, which represent a valid alternative to traditional therapeutic methods and extend the life expectancy of patients that have already developed LS-associated colorectal cancer.
Collapse
Affiliation(s)
- Francesca Duraturo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples 'Federico II', Naples I-80131, Italy
| | - Raffaella Liccardo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples 'Federico II', Naples I-80131, Italy
| | - Marina De Rosa
- Department of Molecular Medicine and Medical Biotechnology, University of Naples 'Federico II', Naples I-80131, Italy
| | - Paola Izzo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples 'Federico II', Naples I-80131, Italy.,CEINGE Biotecnologie Avanzate, University of Naples 'Federico II', Naples I-80131, Italy
| |
Collapse
|
16
|
Vaccaro CA, López-Kostner F, Adriana DV, Palmero EI, Rossi BM, Antelo M, Solano A, Carraro DM, Forones NM, Bohorquez M, Lino-Silva LS, Buleje J, Spirandelli F, Abe-Sandes K, Nascimento I, Sullcahuaman Y, Sarroca C, Gonzalez ML, Herrando AI, Alvarez K, Neffa F, Galvão HC, Esperon P, Golubicki M, Cisterna D, Cardoso FC, Torrezan GT, Junior SA, Pimenta CAM, da Cruz Formiga MN, Santos E, Sá CU, Oliveira EP, Fujita R, Spirandelli E, Jimenez G, Guindalini RSC, de Azevedo RGMV, Bueno LSM, Dos Santos Nogueira ST, Loarte MT, Padron J, Del Carmen Castro-Mujica M, Del Monte JS, Caballero C, Peña CMM, Pinto J, Barletta-Carrillo C, Melva GA, Piñero T, Beltran PM, Ashton-Prolla P, Rodriguez Y, Quispe R, Rossi NT, Martin C, Chialina S, Kalfayan PG, Bazo-Alvarez JC, Cañete AR, Dominguez-Barrera C, Nuñez L, Da Silva SD, Balavarca Y, Wernhoff P, Plazzer JP, Møller P, Hovig E, Dominguez-Valentin M. From colorectal cancer pattern to the characterization of individuals at risk: Picture for genetic research in Latin America. Int J Cancer 2018; 145:318-326. [PMID: 30303536 PMCID: PMC6587543 DOI: 10.1002/ijc.31920] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 09/14/2018] [Accepted: 09/19/2018] [Indexed: 12/14/2022]
Abstract
Colorectal cancer (CRC) is one of the most common cancers in Latin America and the Caribbean, with the highest rates reported for Uruguay, Brazil and Argentina. We provide a global snapshot of the CRC patterns, how screening is performed, and compared/contrasted to the genetic profile of Lynch syndrome (LS) in the region. From the literature, we find that only nine (20%) of the Latin America and the Caribbean countries have developed guidelines for early detection of CRC, and also with a low adherence. We describe a genetic profile of LS, including a total of 2,685 suspected families, where confirmed LS ranged from 8% in Uruguay and Argentina to 60% in Peru. Among confirmed LS, path_MLH1 variants were most commonly identified in Peru (82%), Mexico (80%), Chile (60%), and path_MSH2/EPCAM variants were most frequently identified in Colombia (80%) and Argentina (47%). Path_MSH6 and path_PMS2 variants were less common, but they showed important presence in Brazil (15%) and Chile (10%), respectively. Important differences exist at identifying LS families in Latin American countries, where the spectrum of path_MLH1 and path_MSH2 variants are those most frequently identified. Our findings have an impact on the evaluation of the patients and their relatives at risk for LS, derived from the gene affected. Although the awareness of hereditary cancer and genetic testing has improved in the last decade, it is remains deficient, with 39%–80% of the families not being identified for LS among those who actually met both the clinical criteria for LS and showed MMR deficiency.
Collapse
Affiliation(s)
- Carlos Alberto Vaccaro
- PROCANHE- Instituto de Medicina Traslacional e Ingeniería Biomédica (IMTIB)-CONICET, Instituto Universitario del Hospital Italiano (IUHI), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | | | - Della Valle Adriana
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Edenir Inez Palmero
- Molecular Oncology Research Center, Barretos Cancer Hospital, Brazil & Barretos School of Health Sciences - FACISB, Barretos, SP, Brazil
| | | | - Marina Antelo
- Oncology Section of the Public Hospital of Gastroenterology "Dr. C. B. Udaondo", Buenos Aires, Argentina.,Instituto de Salud Colectiva, Universidad Nacional de Lanús, Buenos Aires, Argentina
| | - Angela Solano
- Sección de Genotipificación, Departamento de Análisis Clínicos, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | | | - Nora Manoukian Forones
- Gastroenterology Division, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Mabel Bohorquez
- Grupo de Investigación Citogenética, Filogenia y Evolución de Poblaciones, Facultades de Ciencias y de Ciencias de Salud, Universidad del Tolima, Ibagué, Colombia
| | | | - Jose Buleje
- Centro de Genética y Biología Molecular, Instituto de Investigación, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima, Perú
| | - Florencia Spirandelli
- Servicio de Coloproctologia y Asesoria Genetica en Cancer, Hospital Español de Rosario, Rosario, Argentina
| | - Kiyoko Abe-Sandes
- Instituto de Ciências da Saúde, Universidade Federal da Bahia, Salvador, Brazil
| | - Ivana Nascimento
- Instituto de Ciência da Saúde e Núcleo de Oncologia da Bahia, Salvador, Brazil
| | - Yasser Sullcahuaman
- Universidad Peruana de Ciencias Aplicadas, Lima, Peru.,Instituto de Investigación Genomica, Lima, Peru
| | - Carlos Sarroca
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Maria Laura Gonzalez
- PROCANHE- Instituto de Medicina Traslacional e Ingeniería Biomédica (IMTIB)-CONICET, Instituto Universitario del Hospital Italiano (IUHI), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Alberto Ignacio Herrando
- PROCANHE- Instituto de Medicina Traslacional e Ingeniería Biomédica (IMTIB)-CONICET, Instituto Universitario del Hospital Italiano (IUHI), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Karin Alvarez
- Laboratorio de Oncología y Genética Molecular, Clínica Los Condes, Santiago, Chile
| | - Florencia Neffa
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Henrique Camposreis Galvão
- Molecular Oncology Research Center, Barretos Cancer Hospital, Brazil & Barretos School of Health Sciences - FACISB, Barretos, SP, Brazil
| | - Patricia Esperon
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Mariano Golubicki
- Molecular Laboratory, Hospital of Gastroenterology "Dr. C. B. Udaondo", Buenos Aires, Argentina
| | - Daniel Cisterna
- Molecular Laboratory, Hospital of Gastroenterology "Dr. C. B. Udaondo", Buenos Aires, Argentina
| | - Florencia C Cardoso
- Sección de Genotipificación, Departamento de Análisis Clínicos, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | | | | | | | | | | | | | | | - Ricardo Fujita
- Centro de Genética y Biología Molecular, Instituto de Investigación, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima, Perú
| | - Enrique Spirandelli
- Servicio de Coloproctologia y Asesoria Genetica en Cancer, Hospital Español de Rosario, Rosario, Argentina
| | - Geiner Jimenez
- Hospital Dr. Rafael Angel Calderón Guardia, Caja Costarricense de Seguro Social, San Jose, Costa Rica
| | - Rodrigo Santa Cruz Guindalini
- Faculdade de Medicina-Universidade de São Paulo and Clínica de Oncologia/grupo (CLION), Clínica de Assistência à Mulher (CAM), Bahia, Brazil
| | | | - Larissa Souza Mario Bueno
- Complexo Hospital Universitário Professor Edgar Santos, Universidade Federal da Bahia, Bahia, Brazil
| | | | - Mariela Torres Loarte
- Universidad Peruana de Ciencias Aplicadas, Lima, Peru.,Instituto de Investigación Genomica, Lima, Peru
| | | | | | | | | | - Carlos Mario Muñeton Peña
- Unidad de Genética Médica, Departamento de Pediatría, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Joseph Pinto
- Unidad de Investigación Básica y Traslacional, Oncosalud-AUNA, Lima, Peru
| | | | | | - Tamara Piñero
- PROCANHE- Instituto de Medicina Traslacional e Ingeniería Biomédica (IMTIB)-CONICET, Instituto Universitario del Hospital Italiano (IUHI), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.,IMTIB-Instituto Universitario Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | | | - Patricia Ashton-Prolla
- Departamento de Genética da Universidade Federal do Rio Grande do Sul (UFRGS) e Serviço de Genética Médica do Hospital de Clinicas de Porto Alegre (HCPA) & Rede Brasileira de Câncer Hereditário, Porto Alegre, Brazil
| | | | - Richard Quispe
- Laboratorio de Genética Molecular del Instituto de Servicios de Laboratorio de Diagnóstico e Investigación en Salud (SELADIS), La Paz, Bolivia
| | | | - Claudia Martin
- Hospital Privado Universitario de Cordoba, Cordoba, Argentina
| | - Sergio Chialina
- Servicio de Coloproctologia y Asesoria Genetica en Cancer, Hospital Español de Rosario, Rosario, Argentina
| | - Pablo German Kalfayan
- PROCANHE- Instituto de Medicina Traslacional e Ingeniería Biomédica (IMTIB)-CONICET, Instituto Universitario del Hospital Italiano (IUHI), Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Juan Carlos Bazo-Alvarez
- Research Department of Primary Care and Population Health, University College London, London, United Kingdom.,Centro de Estudios de Población, Universidad Católica los Ángeles de Chimbote (ULADECH-Católica), Chimbote, Perú
| | - Alcides Recalde Cañete
- Facultad de Ciencias Medicas Médicas, Universidad Nacional de Asunción, Asuncion, Paraguay
| | | | - Lina Nuñez
- National Institute of Cancer, Buenos Aires, Argentina
| | - Sabrina Daniela Da Silva
- Lady Davis Institute for Medical Research and Segal Cancer Center, Jewish General Hospital, Montreal, QC, Canada.,Department of Otolaryngology-Head and Neck Surgery, McGill University, Montreal, QC, Canada
| | - Yesilda Balavarca
- Division of Preventive Oncology, German Cancer Research Center and National Center for Tumor Diseases, Heidelberg, Germany
| | - Patrik Wernhoff
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - John-Paul Plazzer
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia.,Department of Medicine, Melbourne University, Melbourne, Australia
| | - Pål Møller
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Department of Medical Genetics, Oslo University Hospital, Oslo, Norway.,Department of Human Medicine, Universität Witten/Herdecke, Witten, Germany
| | - Eivind Hovig
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.,Institute of Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway.,Department of Informatics, University of Oslo, Oslo, Norway
| | - Mev Dominguez-Valentin
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | | |
Collapse
|
17
|
Toh MR, Chiang JB, Chong ST, Chan SH, Ishak NDB, Courtney E, Lee WH, Syed Abdillah Al SMFB, Carson Allen J, Lim KH, Davila S, Tan P, Lim WK, Tan IBH, Ngeow J. Germline Pathogenic Variants in Homologous Recombination and DNA Repair Genes in an Asian Cohort of Young-Onset Colorectal Cancer. JNCI Cancer Spectr 2018; 2:pky054. [PMID: 31360874 PMCID: PMC6649855 DOI: 10.1093/jncics/pky054] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 09/09/2018] [Accepted: 09/12/2018] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Growing evidence suggests a role for cancer susceptibility genes such as BRCA2 and PALB2 in young-onset colorectal cancers. Using a cohort of young colorectal cancer patients, we sought to identify and provide functional evidence for germline pathogenic variants of DNA repair genes not typically associated with colorectal cancer. METHODS We recruited 88 patients with young-onset colorectal cancers seen at a general oncology center. Whole-exome sequencing was performed to identify variants in DNA repair and colorectal cancer predisposition genes. Pathogenic BRCA2 and PALB2 variants were analyzed using immunoblot and immunofluorescence on patient-derived lymphoblastoid cells. RESULTS In general, our cohort displayed characteristic features of young-onset colorectal cancers. Most patients had left-sided tumors and were diagnosed at late stages. Four patients had familial adenomatous polyposis, as well as pathogenic APC variants. We identified 12 pathogenic variants evenly distributed between DNA repair and colorectal cancer predisposition genes. Six patients had pathogenic variants in colorectal cancer genes: APC (n = 4) and MUTYH monoallelic (n = 2). Another six had pathogenic variants in DNA repair genes: ATM (n = 1), BRCA2 (n = 1), PALB2 (n = 1), NTHL1 (n = 1), and WRN (n = 2). Pathogenic variants BRCA2 c.9154C>T and PALB2 c.1059delA showed deficient homologous recombination repair, evident from the impaired RAD51 nuclear localization and foci formation. CONCLUSION A substantial portion of pathogenic variants in young-onset colorectal cancer was found in DNA repair genes not previously associated with colorectal cancer. This may have implications for the management of patients. Further studies are needed to ascertain the enrichment of pathogenic DNA repair gene variants in colorectal cancers.
Collapse
Affiliation(s)
- Ming Ren Toh
- Duke-NUS Medical School, Singapore 169857, Singapore
| | - Jian Bang Chiang
- Duke-NUS Medical School, Singapore 169857, Singapore
- Division of Medical Oncology, National Cancer Center, Singapore 169610, Singapore
| | - Siao Ting Chong
- Division of Medical Oncology, National Cancer Center, Singapore 169610, Singapore
| | - Sock Hoai Chan
- Division of Medical Oncology, National Cancer Center, Singapore 169610, Singapore
| | | | - Eliza Courtney
- Division of Medical Oncology, National Cancer Center, Singapore 169610, Singapore
| | - Wei Hao Lee
- Division of Medical Oncology, National Cancer Center, Singapore 169610, Singapore
| | | | | | - Kiat Hon Lim
- Department of Pathology, Singapore General Hospital, Singapore 169608, Singapore
| | - Sonia Davila
- Singhealth Duke-NUS Institute of Precision Medicine (PRISM), Singapore 169856, Singapore
| | - Patrick Tan
- Singhealth Duke-NUS Institute of Precision Medicine (PRISM), Singapore 169856, Singapore
- Cancer & Stem Cell Biology Program, Duke-NUS Medical School, Singapore 169857, Singapore
- Cancer Science Institute of Singapore, National University Singapore, Singapore 117599, Singapore
| | - Weng Khong Lim
- Singhealth Duke-NUS Institute of Precision Medicine (PRISM), Singapore 169856, Singapore
- Cancer & Stem Cell Biology Program, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Iain Bee Huat Tan
- Division of Molecular and Cellular Research, National Cancer Center, Singapore 169610, Singapore
- Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore 138672, Singapore
| | - Joanne Ngeow
- Duke-NUS Medical School, Singapore 169857, Singapore
- Division of Medical Oncology, National Cancer Center, Singapore 169610, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 639798, Singapore
- Institute of Molecular and Cellular Biology, Agency for Science, Technology and Research, Singapore 138673, Singapore
| |
Collapse
|