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  • American Association for Cancer Research (AACR)  (5)
  • Yi, Boram  (5)
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  • American Association for Cancer Research (AACR)  (5)
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  • 1
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 83, No. 7_Supplement ( 2023-04-04), p. 6069-6069
    Abstract: Medullary thyroid carcinoma (MTC) is a rare thyroid malignancy derived from the parafollicular C cells of thyroid gland. It features relatively aggressive biologic behavior among thyroid cancers, but its genomic landscape has not yet been fully explored. Here, we conducted multi-omics data (whole genome sequencing (WGS), and bulk (bulk RNA-seq) or single nucleus RNA sequencing (snRNA-seq)) on ​​MTC, and found genetic characteristics of MTC and a new gene signature predicting aggressiveness of tumors. WGS was performed for 35 pairs of tumor specimens and normal thyroid tissues from 30 patients. And bulk RNA-seq for 59 samples (20 normal thyroid tissues, 26 primary MTCs, 9 recurred lymph nodes, and 4 metastatic lymph nodes) and snRNA-seq for 3 primary MTCs, and 2 recurred/metastatic lymph nodes were also performed. In WGS results, we verified driver mutations, including RET, RAS, and BRAF. Four patients were classified as germline RET mutations based on familial history. Somatic RET M918T mutations were occurred in 8 patients, 9 patients were observed other RET mutations. Also, we observed other somatic mutations such as HRAS and BRAF. Seven patients occurred somatic HRAS mutations (Q61L, Q61R, G13R, A11 and G15), and somatic BRAF mutations (G469A, K601E) were observed in two patients. We found broad-level copy-number alterations in ~50% of patients, and we also found a patient who shows whole-genome duplication. The copy-number alteration was associated with aggressive phenotype in MTC. In addition, we found complex rearrangements such as microhomology-mediated break-induced replication in five patients. Interestingly, we found intra-tumoral heterogeneity of several genes related to C cell differentiation through snRNA-seq analysis by comparing clusters of tumor cells. Using the genes, we calculated the C cell differentiation score of the samples with bulk RNA-seq by GSVA algorithm. This score was related to poor clinical characteristics such as recurrence. In conclusion, multi-omics profiling of MTC reveals that copy number alterations and C cell differentiation status are the important biomarkers for cancer aggressiveness. Citation Format: Seong Eun Lee, Seongyeol Park, Shinae Yi, Joonoh Lim, Na Rae Choi, JungHak Kwak, June-Young Koh, Boram Yi, Jaemo Koo, Jae Won Chang, Young Seok Ju, Bon Seok Koo, Jin Man Kim, Young Joo Park, Minho Shong, Eun Kyung Lee, Jae Kyung Won, Yea Eun Kang, Kyu Eun Lee. Genomic and transcriptomic characterization of medullary thyroid cancer. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 6069.
    Type of Medium: Online Resource
    ISSN: 1538-7445
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2023
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  • 2
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 83, No. 7_Supplement ( 2023-04-04), p. 2056-2056
    Abstract: Liver cancer is a leading cause of death worldwide where somatic mutation plays a key role in tumorigenesis. As such, many recent researches have been conducted using DNA sequencing methods to study somatic mutations in liver cancer, such as whole-exome sequencing (WES), panel sequencing, and whole-genome sequencing (WGS). However, our understanding of genomic landscape of liver tumorigenesis has been limited by a low number of quality samples from diverse clinical contexts. Here, we explore comprehensive genomic landscape of liver cancer throughout its tumorigenesis using large-scale whole-genome sequencing of hepatocellular carcinoma (HCC) in various cancer stages and liver conditions. Total 500 patients of HCCs were enrolled in this study and whole-genome sequenced. 462 samples that passed quality control were included for final analysis. Most of the samples (427; 92%) were obtained from surgical resection and the rest (35; 8%) from liver transplantation. We used a standard WGS analysis pipeline from read mapping to variant calling of single-base substitution (SBS), indel, structural variation (SV), and copy number variation (CNV). Downstream data analyses were performed using in-house scripts with a particular focus on mutational signatures. To study how genome changes as HCC progresses, we classified samples into three groups by T stage: T1, T2, and T3/4. The number of samples for each group was 205 (44%), 222 (48%), and 35 (8%), respectively. There was no significant difference in the number of SBSs and indels, but the number of SVs was significantly higher in T3/4 (the mean of T1/2 vs. T3/4 = 51 vs. 93; p=0.001). Major mutational signatures were SBS5, 40 (both clock-like), 12 (unknown), and 22 (aristolochic acid) for SBSs and ID1, 2, 5 (all clock-like), and 3 (tobacco smoking) for indels. The proportion of ID2, characterized by 1bp deletion at homopolymer site, was increased in the samples of higher T stage (the mean proportion of T1/2 vs. T3/4=11% vs. 16%; p=0.01). The higher-stage samples also harbored more frequent whole-genome duplication (WGD) and loss of heterozygosity (LOH) (the frequency of WGD in T1/2 vs. T3/4=42% vs. 68%, p & lt;0.001; the mean LOH fraction of T1/2 vs. T3/4=0.12 vs. 0.19, p & lt;0.001). There was a significant enrichment of driver mutations of multiple genes (e.g., TP53, MTCP1, CCND3, etc.) in T3/4 group. Interestingly, in surgically resected T1 samples, ID2 proportion was the only significant contributor to early recurrence over tumor size, N stage, mean ploidy, and LOH fraction (n=199, p=0.05; Cox regression). Overall, we found that HCCs at different T stages exhibit some common and yet apparently distinguishing genomic features. We believe that the comprehensive genomic profile of HCC across cancer stages will provide deep insights into the genomic evolution of HCC and one day lend itself to clinicogenomic bases for better HCC management in the future. Citation Format: Seongyeol Park, Suk Kyun Hong, Joonoh Lim, YoungRok Choi, Boram Yi, Jaemo Koo, June-Young Koh, Ryul Kim, Nam-Joon Yi, Jeong Seok Lee, Kyung-Suk Suh, Kwang-Woong Lee, Young Seok Ju. Large-scale whole genome sequencing of hepatocellular carcinoma reveals stepwise cancer evolution [abstract] . In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2056.
    Type of Medium: Online Resource
    ISSN: 1538-7445
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2023
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  • 3
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 83, No. 7_Supplement ( 2023-04-04), p. 2055-2055
    Abstract: Lung adenocarcinoma (LADC) is the most common type of lung cancer and a leading cause of death worldwide. Typical oncogenes that drive LADCs when mutated (referred to as canonical drivers) include EGFR (30-60%), KRAS (10-30%), and fusion oncogenes (~10%) involving ALK, RET, and ROS1. However, approximately 30% of lung adenocarcinomas lack canonical drivers, implying unseen kinds of genomic alterations. Here, we explore alterations beyond the scope of canonical drivers in LADCs (referred to as non-canonical drivers) using large-scale whole-genome sequencing (WGS) of LADCs. We gathered total 183 WGS of LADCs, 138 of which were from our previous study (Lee et al. Cell. 2019) and 45 were newly sequenced from surgically resected LADCs. For raw data processing, we used a standard WGS analysis pipeline from read mapping to variant calling. Variant filtering and downstream analyses were performed using in-house scripts. Genomic variants analyzed in this study include single-base substitution (SBS), indel, structural variation (SV), and copy number variation (CNV). As a result, we found that 53 cases (29%) had no canonical drivers (ND group). Intriguingly, LADCs without canonical drivers had a contrasting genomic landscape compared to LADCs with canonical drivers (CD group). First, the point-mutation burden was ~3-fold higher in the ND group than in the CD group (52,500 vs. 17,900 for SNVs, p & lt;0.001). Mutational signature analysis revealed that these additional mutations are attributable mainly to tobacco smoking (by mutational signature SBS4) and APOBEC-mediated mutagenesis (SBS12 and SBS13) and that they are more enriched in the ND group (4,800 vs 2,600, p=0.03). Second, the ND group harbored more frequent focal amplifications. Recurrently amplified genes include TERT, IL7R, NKX2-1, CCND1, CCND3, CCNE1, and EGFR. The pattern of SVs suggest that the amplifications occurred through the formation of extra-chromosomal DNA involving multiple chromosomes or following chromothripsis. Overall, this study broadens our understanding of non-canonical drivers of LADCs. Similar analyses of thousands of cancers with clinical information of the patient will likely yield the functional impact of these driver mutations and may offer more opportunities for LADC treatment in the future. Citation Format: Seongyeol Park, Joonoh Lim, Kijong Yi, Boram Yi, Ryul Kim, Jaemo Koo, Kwon Joong Na, Samina Park, In Kyu Park, Chang Hyun Kang, Jeong Seok Lee, Young Seok Ju, Young Tae Kim. Prevalent focal amplification of oncogene in lung adenocarcinomas without canonical driver alterations [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2055.
    Type of Medium: Online Resource
    ISSN: 1538-7445
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2023
    detail.hit.zdb_id: 2036785-5
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  • 4
    Online Resource
    Online Resource
    American Association for Cancer Research (AACR) ; 2023
    In:  Cancer Research Vol. 83, No. 7_Supplement ( 2023-04-04), p. 239-239
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 83, No. 7_Supplement ( 2023-04-04), p. 239-239
    Abstract: Breast cancers (BCs) with defects in homologous recombination repair (HRR) pathway depend on the Poly (ADP-ribose) polymerase enzymes (PARP) for their survival and thus are sensitive to PARP inhibitors (PARPi). To screen out BCs with homologous recombination deficiency (HRD), germline mutations in BRCA genes have been tested, which constitute approximately 5% of unselected BC patients. However, a substantial proportion of BCs show HRD phenotypes despite the absence of BRCA inactivating mutations in germline. Herein, we apply whole-genome sequencing (WGS) and whole-transcriptome sequencing (WTS) in 332 samples from 325 BC patients for characterizing their HRD phenotypes for PARPi treatments. Of 325 BC patients, 75 cases (23.1%) showed remarkable HRD phenotypes, based on mutational signatures of HRR abrogation. Intriguingly, 51 cases do not harbor any germline mutations in HR-related genes including BRCA1 and BRCA2. The whole-genome portrait of these samples was similar to that of HRD-positive BCs with germline mutation in HRR pathway, but showed markedly distinctive features from HRD-negative BCs. With a notable exception of BRCA1, the second most common somatic mutation in HRD-positive BCs without germline mutation, the mutational landscape of the whole study samples was primarily determined by hormone receptor and HER2 positivity, not by HRD status. Likewise, WTS-based clusters determined in an unsupervised manner were highly dependent on the histological subtype of BC, not on HRD status or germline mutations in the HRR pathway. Notably, differentially expressed gene and gene set enrichment analysis revealed that HRD-positive BCs had an increased inflammatory activity compared to BCs with proficient HR. Overall, our analysis demonstrate that WGS enables better classification of the HR status in BC than conventional BRCA germline testing, suggesting WGS as a rapid and sensitive tool for screening breast cancers for PARPi treatment. Citation Format: Ryul Kim, Seongyeol Park, Joonoh Lim, Boram Yi, Jaemo Koo, Sangmoon Lee, Jeong Seok Lee, Yeon Hee Park, Young Seok Ju. Whole-genome sequencing based homologous recombination deficiency testing for precision oncology of breast cancers [abstract] . In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 239.
    Type of Medium: Online Resource
    ISSN: 1538-7445
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2023
    detail.hit.zdb_id: 2036785-5
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  • 5
    Online Resource
    Online Resource
    American Association for Cancer Research (AACR) ; 2023
    In:  Cancer Research Vol. 83, No. 7_Supplement ( 2023-04-04), p. 2054-2054
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 83, No. 7_Supplement ( 2023-04-04), p. 2054-2054
    Abstract: Breast cancers (BCs) with defects in homologous recombination repair (HRR) pathway depend on the Poly (ADP-ribose) polymerase enzymes (PARP) for their survival and thus are sensitive to PARP inhibitors (PARPi). To screen out BCs with homologous recombination deficiency (HRD), germline mutations in BRCA genes have been tested, which constitute approximately 5% of unselected BC patients. However, a substantial proportion of BCs show HRD phenotypes despite the absence of BRCA inactivating mutations in germline. Herein, we apply whole-genome sequencing (WGS) and whole-transcriptome sequencing (WTS) in 332 samples from 325 BC patients for characterizing their HRD phenotypes for PARPi treatments. Of 325 BC patients, 75 cases (23.1%) showed remarkable HRD phenotypes, based on mutational signatures of HRR abrogation. Intriguingly, 51 cases do not harbor any germline mutations in HR-related genes including BRCA1 and BRCA2. The whole-genome portrait of these samples was similar to that of HRD-positive BCs with germline mutation in HRR pathway, but showed markedly distinctive features from HRD-negative BCs. With a notable exception of BRCA1, the second most common somatic mutation in HRD-positive BCs without germline mutation, the mutational landscape of the whole study samples was primarily determined by hormone receptor and HER2 positivity, not by HRD status. Likewise, WTS-based clusters determined in an unsupervised manner were highly dependent on the histological subtype of BC, not on HRD status or germline mutations in the HRR pathway. Notably, differentially expressed gene and gene set enrichment analysis revealed that HRD-positive BCs had an increased inflammatory activity compared to BCs with proficient HR. Overall, our analysis demonstrate that WGS enables better classification of the HR status in BC than conventional BRCA germline testing, suggesting WGS as a rapid and sensitive tool for screening breast cancers for PARPi treatment. Citation Format: Ryul Kim, Seongyeol Park, Joonoh Lim, Boram Yi, Jaemo Koo, Sangmoon Lee, Jeong Seok Lee, Yeon Hee Park, Young Seok Ju. Whole-genome sequencing based homologous recombination deficiency testing for precision oncology of breast cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2054.
    Type of Medium: Online Resource
    ISSN: 1538-7445
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2023
    detail.hit.zdb_id: 2036785-5
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