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Kumar, Rahul

https://orcid.org/0000-0002-6927-5390

Mayo Clinic

Mayo Clinic

Citations 4

Genomic markers of recurrence risk in atypical meningioma following gross total resection
Vaubel, Rachael A. , Weiskittel, Taylor M. , Jenkins, Sarah M. , Dasari, Surendra , Uhm, Joon H. , Brown, Paul D. , Gompel, Jamie J. Van , Jenkins, Robert B. , Kipp, Benjamin R. , Sukov, William R. , Weiskittel, Taylor M , Van Gompel, Jamie J , Kipp, Benjamin , Sukov, William , Giannini, Caterina , Raghunathan, Aditya , Vaubel, Rachael A , Kumar, Rahul , Lachance, Daniel Honore , Giannini, Caterina , Johnson, Derek R. , Raghunathan, Aditya

Neuro-Oncology Advances | January 10, 2023 | Volume: 5 | Issue: 1 | Pages: No page available

10.1093/noajnl/vdad004 Get It

AbstractBackgroundMeningiomas are the most common primary central nervous system (CNS) tumor in adults and CNS World Health Organization grade 2 (atypical) meningiomas show an intermediate risk of recurrence/progression. Molecular parameters are needed to better inform management following gross total resection (GTR).MethodsWe performed comprehensive genomic analysis of tumor tissue from 63 patients who underwent radiologically confirmed GTR of a primary grade 2 meningioma, including a CLIA-certified target next-generation sequencing panel (n = 61), chromosomal microarray (n = 63), genome-wide methylation profiling (n = 62), H3K27me3 immunohistochemistry (n = 62), and RNA-sequencing (n = 19). Genomic features were correlated with long-term clinical outcomes (median follow-up: 10 years) using Cox proportional hazards regression modeling and published molecular prognostic signatures were evaluated.ResultsThe presence of specific copy number variants (CNVs), including -1p, -10q, -7p, and -4p, was the strongest predictor of decreased recurrence-free survival (RFS) within our cohort (P < .05). NF2 mutations were frequent (51%) but did not show a significant association with RFS. DNA methylation-based classification assigned tumors to DKFZ Heidelberg benign (52%) or intermediate (47%) meningioma subclasses and was not associated with RFS. H3K27 trimethylation (H3K27me3) was unequivocally lost in 4 tumors, insufficient for RFS analysis. Application of published integrated histologic/molecular grading systems did not improve prediction of recurrence risk over the presence of -1p or -10q alone.ConclusionsCNVs are strong predictors of RFS in grade 2 meningiomas following GTR. Our study supports incorporation of CNV profiling into clinical evaluation to better guide postoperative patient management, which can be readily implemented using existing, clinically validated technologies.
Precision Radiotherapy: Reduction in Radiation for Oropharyngeal Cancer in the 30 ROC Trial
Sherman, Eric J. , Pei, Xin , Grkovski, Milan , Paudyal, Ramesh , Katabi, Nora , Yamaguchi, Takafumi N. , Daniel, J. , Lee, Simon , Shah, Rachna , Ratnakumar, Abhirami , Salcedo, Adriana , Tsai, C. Jillian , McBride, Sean M. , Boyle, Jay, Singh, Bhuvanesh , Damerla, Rama Rao , Paula, Arnaud Da Cruz , Price, Katharine A. , Moore, Eric J. , García, Joaquín J. , Foote, Robert L. , Humm, John L. , Shukla‐Dave, Amita , Pfister, David G. , Lee, Nancy Y. , Pei, Xin , Grkovski, Milan , Paudyal, Ramesh , Yamaguchi, Takafumi N , Ma, Daniel , Shah, Rachna , Kumar, Rahul , Kuo, Fengshen , Ratnakumar, Abhirami , Tsai, Chiaojung J , Morris, Luc G T , Higginson, Daniel S , Price, Katharine, Moore, Eric J , Foote, Robert , Boutros, Paul C , Shukla-Dave, Amita , Riaz, Nadeem , Schöder, Heiko , Selenica, Pier , Kumar, Rahul , Kuo, Fengshen , Aleynick, Nathan , Brown, David N. , Zhang, Zhigang , Hatzoglou, Vaios , Liu, Lydia , Higginson, Daniel S. , Ho, Alan L. , Wong, Richard J. , Chan, Timothy An-thy , Powell, Simon N. , Boutros, Paul C. , Reis‐Filho, Jorge S. , Tsai, CJillian

JNCI: Journal of the National Cancer Institute | November 11, 2020 | Volume: 113 | Issue: 6 | Pages: 742-751

10.1093/jnci/djaa184 Get It

Abstract Background Patients with human papillomavirus–related oropharyngeal cancers have excellent outcomes but experience clinically significant toxicities when treated with standard chemoradiotherapy (70 Gy). We hypothesized that functional imaging could identify patients who could be safely deescalated to 30 Gy of radiotherapy. Methods In 19 patients, pre- and intratreatment dynamic fluorine-18-labeled fluoromisonidazole positron emission tomography (PET) was used to assess tumor hypoxia. Patients without hypoxia at baseline or intratreatment received 30 Gy; patients with persistent hypoxia received 70 Gy. Neck dissection was performed at 4 months in deescalated patients to assess pathologic response. Magnetic resonance imaging (weekly), circulating plasma cell-free DNA, RNA-sequencing, and whole-genome sequencing (WGS) were performed to identify potential molecular determinants of response. Samples from an independent prospective study were obtained to reproduce molecular findings. All statistical tests were 2-sided. Results Fifteen of 19 patients had no hypoxia on baseline PET or resolution on intratreatment PET and were deescalated to 30 Gy. Of these 15 patients, 11 had a pathologic complete response. Two-year locoregional control and overall survival were 94.4% (95% confidence interval = 84.4% to 100%) and 94.7% (95% confidence interval = 85.2% to 100%), respectively. No acute grade 3 radiation–related toxicities were observed. Microenvironmental features on serial imaging correlated better with pathologic response than tumor burden metrics or circulating plasma cell-free DNA. A WGS-based DNA repair defect was associated with response (P = .02) and was reproduced in an independent cohort (P = .03). Conclusions Deescalation of radiotherapy to 30 Gy on the basis of intratreatment hypoxia imaging was feasible, safe, and associated with minimal toxicity. A DNA repair defect identified by WGS was predictive of response. Intratherapy personalization of chemoradiotherapy may facilitate marked deescalation of radiotherapy.
Abstract PD1-15: The landscape of somatic genetic alterations in breast cancers from ATM germline mutation carriers
Weigelt, Britta , Bi, Rui , James, PA, Couch, FJ, Blows, Fiona M., Geyer, FC, Li, A, Lim, RS, Blecua, P, Shen, Rhine R. , Wen, Huei Chi, Reis‐Filho, JS, Kumar, Rahul , Thorne, Heather , Eccles, Diana , Selenica, Pier , Blecua, Pedro , Robson, Mark E. , Chenevix‐Trench, Georgia

Cancer Research | February 15, 2018 | Volume: 78 | Issue: 4_Supplement | Pages: PD1-15-PD1-15

10.1158/1538-7445.sabcs17-pd1-15 Get It

Abstract Introduction:Pathogenic and/or founder germline variants in the ataxia-telangiectasia mutated (ATM) gene confer an increased breast cancer (BC) risk. The protein kinase ATM plays a central role inDNA double-strand break-repair and in the activation of downstream targets such as p53 and BRCA1. We sought to define the repertoire of somatic genetic alterations of BCs from patients with pathogenic germline ATM mutations and whether somatic loss of heterozygosity (LOH) of ATM would be present in these cancers. Methods: 21 BCs from ATM germline mutation carriers were microdissected. Tumor and normal DNA samples were subjected to whole-exome sequencing (WES, n=12) or massively parallel sequencing targeting all coding regions and selected intronic and regulatory regions of 410 key cancer genes (n=9). Somatic mutations, copy number alterations, cancer cell fractions, large-scale state transitions (LSTs) and mutational signatures were defined using state-of-the-art bioinformatics algorithms. ABSOLUTE and FACETS were employed to assess LOH of the wild-type allele of ATM. Results: Of the patients included in this study, 71%, 24% and 5% of cases harbored ATM missense (all but one p.V2424G), frame-shift and nonsense germline mutations, respectively. All tumors were ER-positive and four (19%) were HER2-positive. The median age of the patients was 46 years (32–79 years). Our analyses revealed biallelic inactivation of ATM through LOH of the wild-type allele in 16 of 21 cases (76%), and second somatic ATM mutations were not found. The median number of non-synonymous somatic mutations was 38 (range 15-113) and 2 (range 0-8)in tumors subjected to WES and targeted sequencing, respectively. The repertoire of somatic genetic alterations of ATM-associated BCs was found to be heterogeneous, including clonal PIK3CA mutations (24%), GATA3 mutations (19%), FANCI amplifications (19%) and CCND1 amplifications (14%). Importantly, however, no somatic mutations affecting TP53 were found. Analysis of the WES data revealed that 5 (42%) ATM-associated BCs displayed high LST scores, all of which harbored bi-allelic ATM inactivation. In contrast to BRCA1- and BRCA2-associated BCs, which frequently display the mutational signature 3 associated with defective homologous recombination DNA repair, the ATM-associated BCs studied displayed the ageing mutational signature (i.e. signature 1). Comparison of the mutational profiles of the ATM--associated BCs subjected to WES (n=12) with those of BRCA1- (n=11) and BRCA2-associated (n=10) BCs from The Cancer Genome Atlas revealed that TP53 was more frequently mutated in BCs from BRCA1 germline mutation carriers (0% vs 72%, P<0.001), while no differences with BRCA2-associated BCs were found. Conclusion: ATM-associated BCs frequently display bi-allelic ATM inactivation through LOH of the wild-type allele and a subset of these cases displayed high levels of LSTs. These findings suggest that at least in a subset of ATM-associated BCs, biallelic inactivation of ATM rather than a dominant negative effect of the germline mutation may be the mechanism of inactivation of this tumor suppressor gene. The repertoire of somatic genetic alterations of ATM-associated BCs is heterogeneous, with a noticeable lack of TP53 somatic mutations. Citation Format: Weigelt B, Bi R, Kumar R, James PA, Thorne H, Couch FJ, Eccles DM, Blows F, Geyer FC, Li A, Selenica P, Lim RS, Blecua P, Shen R, Wen H, Robson ME, Reis-Filho JS, Chenevix-Trench G. The landscape of somatic genetic alterations in breast cancers from ATM germline mutation carriers [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr PD1-15.