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    A comparison of DNA sequencing and gene expression profiling to assist tissue of origin diagnosis in cancer of unknown primary
    Posner, A ; Prall, OW ; Sivakumaran, T ; Etemadamoghadam, D ; Thio, N ; Pattison, A ; Balachander, S ; Fisher, K ; Webb, S ; Wood, C ; DeFazio, A ; Wilcken, N ; Gao, B ; Karapetis, CS ; Singh, M ; Collins, IM ; Richardson, G ; Steer, C ; Warren, M ; Karanth, N ; Wright, G ; Williams, S ; George, J ; Hicks, RJ ; Boussioutas, A ; Gill, AJ ; Solomon, BJ ; Xu, H ; Fellowes, A ; Fox, SB ; Schofield, P ; Bowtell, D ; Mileshkin, L ; Tothill, RW (WILEY, 2023-01)
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    Immune and genomic biomarkers of immunotherapy response in cancer of unknown primary
    Posner, A ; Sivakumaran, T ; Pattison, A ; Etemadmoghadam, D ; Thio, N ; Wood, C ; Fisher, K ; Webb, S ; DeFazio, A ; Wilcken, N ; Gao, B ; Karapetis, CS ; Singh, M ; Collins, IM ; Richardson, G ; Steer, C ; Warren, M ; Karanth, N ; Fellowes, A ; Fox, SB ; Hicks, RJ ; Schofield, P ; Bowtell, D ; Prall, OWJ ; Tothill, RW ; Mileshkin, L (BMJ PUBLISHING GROUP, 2023-01)
    BACKGROUND: Cancer of unknown primary (CUP) is a heterogeneous group of metastatic cancers where a primary tissue of origin (TOO) is uncertain. Most patients with CUP have limited treatment options and poor survival outcomes. Immune checkpoint inhibitors (ICIs) can be efficacious in some patients with CUP, but the optimal predictive biomarkers are unknown. We therefore assessed immune and genomic biomarkers as well as predicted TOO in patients with CUP, including a subset treated with ICIs. METHODS: Patients with CUP were subject to gene-expression profiling (GEP) and DNA panel sequencing. Immune and stromal-related gene expression was explored by NanoString, including genes associated with immunotherapy response (IR) in other solid malignancies. ICI responsive cancer types were assigned based on Food and Drug Administration-approved indications, and either detection of a latent primary tumor or the TOO was suspected based on genomics informed pathology review. Tumor mutation burden (TMB) and gene mutations were also assessed. RESULTS: A total of 219 patients with CUP were included, 215 assessed for TOO in a previous study, with the majority (163) receiving both RNA and DNA tests. Of GEP profiled cases, 33% (59/175) had a high IR gene-expression score. Of the DNA sequenced cases, 16% (32/203) had high TMB (>10 mutations/Mb), including two with mismatch repair deficiency. Low correlation was observed between TMB and an IR score (R=0.26, p<0.001). Among 110 CUPs with a latent primary or suspected TOO, 47% (52/110) belonged to ICI-responsive cancer types. More than half of the CUPs had at least one feature that may predict ICI response (high IR score, high TMB, ICI-responsive cancer type). Among patients with CUP treated with ICIs, 8/28 (29%) responded (2 complete responses and 6 partial responses). Among non-responders, 9 had stable and 11 had progressive disease. All responders had a high IR score (7/8) and/or high TMB (3/8), while most (5/8) belonged to ICI-responsive cancer types. These features were detected at a lower frequency in non-responders and mostly in patients with stable disease. CONCLUSIONS: A significant fraction of CUP tumors had genomic features previously associated with ICI response. High IR score was the most sensitive predictive feature of ICI response, warranting evaluation in a larger patient series.
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    Survival difference according to mutation status in a prospective cohort study of Australian patients with metastatic non-small-cell lung carcinoma
    Tan, L ; Alexander, M ; Officer, A ; MacManus, M ; Mileshkin, L ; Jennens, R ; Herath, D ; de Boer, R ; Fox, SB ; Ball, D ; Solomon, B (WILEY, 2018-01)
    BACKGROUND: Non-small-cell lung cancer (NSCLC) is a heterogeneous disease comprising not only different histological subtypes but also different molecular subtypes. AIM: To describe the frequency of oncogenic drivers in patients with metastatic NSCLC, the proportion of patients tested and survival difference according to mutation status in a single-institution study. METHODS: Metastatic NSCLC patients enrolled in a prospective Thoracic Malignancies Cohort Study between July 2012 and August 2016 were selected. Patients underwent molecular testing for epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK) gene rearrangements, Kirsten rat sarcoma (KRAS), B-Raf proto-oncogene (BRAF) mutations and ROS1 gene rearrangements. Survival was calculated using the Kaplan-Meier method for groups of interest, and comparisons were made using the log-rank test. RESULTS: A total of 392 patients were included, 43% of whom were female with median age of 64 years (28-92). Of 296 patients tested, 172 patients (58%) were positive for an oncogenic driver: 81 patients (27%) were EGFR positive, 25 patients (9%) were ALK positive, 57 patients (19%) had KRAS mutation and 9 patients (3%) were ROS1 or BRAF positive. Patients with an actionable mutation (EGFR/ALK) had a survival advantage when compared with patients who were mutation negative (hazard ratio (HR) 0.49; 95% confidence interval (CI) 0.33-0.71; P < 0.01). Survival difference between mutation negative and mutation status unknown was not statistically significant when adjusted for confounding factors in a multivariate analysis (HR 1.29; 95% CI 0.97-1.78, P = 0.08). CONCLUSION: In this prospective cohort, the presence of an actionable mutation was the strongest predictor of overall survival. These results confirm the importance of molecular testing and suggest likely survival benefit of identification and treatment of actionable oncogenes.
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    RAD51B in Familial Breast Cancer
    Pelttari, LM ; Khan, S ; Vuorela, M ; Kiiski, JI ; Vilske, S ; Nevanlinna, V ; Ranta, S ; Schleutker, J ; Winqvist, R ; Kallioniemi, A ; Doerk, T ; Bogdanova, NV ; Figueroa, J ; Pharoah, PDP ; Schmidt, MK ; Dunning, AM ; Garcia-Closas, M ; Bolla, MK ; Dennis, J ; Michailidou, K ; Wang, Q ; Hopper, JL ; Southey, MC ; Rosenberg, EH ; Fasching, PA ; Beckmann, MW ; Peto, J ; dos-Santos-Silva, I ; Sawyer, EJ ; Tomlinson, I ; Burwinkel, B ; Surowy, H ; Guenel, P ; Truong, T ; Bojesen, SE ; Nordestgaard, BG ; Benitez, J ; Gonzalez-Neira, A ; Neuhausen, SL ; Anton-Culver, H ; Brenner, H ; Arndt, V ; Meindl, A ; Schmutzler, RK ; Brauch, H ; Bruening, T ; Lindblom, A ; Margolin, S ; Mannermaa, A ; Hartikainen, JM ; Chenevix-Trench, G ; Van Dyck, L ; Janssen, H ; Chang-Claude, J ; Rudolph, A ; Radice, P ; Peterlongo, P ; Hallberg, E ; Olson, JE ; Giles, GG ; Milne, RL ; Haiman, CA ; Schumacher, F ; Simard, J ; Dumont, M ; Kristensen, V ; Borresen-Dale, A-L ; Zheng, W ; Beeghly-Fadiel, A ; Grip, M ; Andrulis, IL ; Glendon, G ; Devilee, P ; Seynaeve, C ; Hooning, MJ ; Collee, M ; Cox, A ; Cross, SS ; Shah, M ; Luben, RN ; Hamann, U ; Torres, D ; Jakubowska, A ; Lubinski, J ; Couch, FJ ; Yannoukakos, D ; Orr, N ; Swerdlow, A ; Darabi, H ; Li, J ; Czene, K ; Hall, P ; Easton, DF ; Mattson, J ; Blomqvist, C ; Aittomaki, K ; Nevanlinna, H ; Brusgaard, K (PUBLIC LIBRARY SCIENCE, 2016-05-05)
    Common variation on 14q24.1, close to RAD51B, has been associated with breast cancer: rs999737 and rs2588809 with the risk of female breast cancer and rs1314913 with the risk of male breast cancer. The aim of this study was to investigate the role of RAD51B variants in breast cancer predisposition, particularly in the context of familial breast cancer in Finland. We sequenced the coding region of RAD51B in 168 Finnish breast cancer patients from the Helsinki region for identification of possible recurrent founder mutations. In addition, we studied the known rs999737, rs2588809, and rs1314913 SNPs and RAD51B haplotypes in 44,791 breast cancer cases and 43,583 controls from 40 studies participating in the Breast Cancer Association Consortium (BCAC) that were genotyped on a custom chip (iCOGS). We identified one putatively pathogenic missense mutation c.541C>T among the Finnish cancer patients and subsequently genotyped the mutation in additional breast cancer cases (n = 5259) and population controls (n = 3586) from Finland and Belarus. No significant association with breast cancer risk was seen in the meta-analysis of the Finnish datasets or in the large BCAC dataset. The association with previously identified risk variants rs999737, rs2588809, and rs1314913 was replicated among all breast cancer cases and also among familial cases in the BCAC dataset. The most significant association was observed for the haplotype carrying the risk-alleles of all the three SNPs both among all cases (odds ratio (OR): 1.15, 95% confidence interval (CI): 1.11-1.19, P = 8.88 x 10-16) and among familial cases (OR: 1.24, 95% CI: 1.16-1.32, P = 6.19 x 10-11), compared to the haplotype with the respective protective alleles. Our results suggest that loss-of-function mutations in RAD51B are rare, but common variation at the RAD51B region is significantly associated with familial breast cancer risk.