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Groves A, Ward A, Li YY, Lazo de la Vega L, Nag A, Forrest SJ, Gupta HV, Thorner AR, Meyerson M, Kamihara J, Cherniack AD, Janeway KA. Loss of heterozygosity does not occur in BRCA1/2 mutant pediatric solid and central nervous system tumors. Pediatr Blood Cancer 2023; 70:e30643. [PMID: 37596911 PMCID: PMC10883645 DOI: 10.1002/pbc.30643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 08/10/2023] [Accepted: 08/12/2023] [Indexed: 08/21/2023]
Abstract
Utilization of tumor-only sequencing has expanded in pediatric cancer patients, which can lead to identification of pathogenic variants in genes that may be germline and/or have uncertain relevance to the tumor in question, such as the homologous recombination (HR) pathway genes BRCA1/2. We identified patients with pathogenic BRCA1/2 mutations from somatic tumor sequencing, and performed additional germline sequencing to assess for the presence of loss of heterozygosity (LOH). Of seven patients identified, four (57.1%) mutations were found in the germline and none had associated LOH. Our data suggest that BRCA1/2 mutations identified in this context are likely incidental findings.
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Affiliation(s)
- Andrew Groves
- Division of Pediatric Hematology/Oncology, University of Iowa Stead Family Children's Hospital, Iowa City, Iowa, USA
| | - Abigail Ward
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Yvonne Y Li
- Dana-Farber Brigham and Women's Cancer Center, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Lorena Lazo de la Vega
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Anwesha Nag
- Dana-Farber Brigham and Women's Cancer Center, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
| | - Suzanne J Forrest
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Hersh V Gupta
- Dana-Farber Brigham and Women's Cancer Center, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Aaron R Thorner
- Dana-Farber Brigham and Women's Cancer Center, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
| | - Matthew Meyerson
- Dana-Farber Brigham and Women's Cancer Center, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Junne Kamihara
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Andrew D Cherniack
- Dana-Farber Brigham and Women's Cancer Center, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Katherine A Janeway
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Harvard Medical School, Boston, Massachusetts, USA
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Kabraji S, Li YY, Hughes ME, Gupta HV, Buckley L, Files JL, Mohammed-Abreu A, Feeney AM, Kirkner G, Patel A, Garrido-Castro AC, Barroso-Sousa R, Bychkovsky B, Meyerson M, Tolaney S, Dillon DA, Johnson B, Winer E, Cherniack A, Lin NU. Abstract PD7-07: Somatic alterations in primary tumors of patients (pts) with metastatic breast cancer (MBC) may predict likelihood of brain metastasis. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-pd7-07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: Despite advances in treatment options, outcomes remain poor for many pts with breast cancer brain metastases (BCBMs). Identifying genomic predictors of brain metastasis from primary tumors could lead to better stratification of pts at risk and drive the development of preventative strategies. The objective of this study was to describe the landscape of genomic alterations in primary tumors from pts with MBC who subsequently did or did not develop BCBMs.
Methods: We performed a case control study to identify somatic alterations in primary tumors associated with a higher incidence of brain metastases. We reviewed outcomes for 2562 unique MBC patients from a single institution who underwent targeted next-generation DNA sequencing of > 280 cancer-related genes (OncoPanel) from their tumor between July 1, 2013 and December 31, 2020. Pts were included in this analysis if they had at least 2 years of follow-up from date of metastatic diagnosis and OncoPanel testing on a primary breast tumor. We compared single nucleotide variants (oncogenic or likely oncogenic), copy number variation (amplification and deep deletions) and tumor mutation burden in the primary tumors of pts in this cohort. Copy number variation was corrected for Panel version and tumor purity. Wilcoxon rank sum test and Fisher exact test was used to compare genomic differences between groups. False discovery rate was used to correct for multiple hypothesis testing and q < 0.1 was considered significant
Results: A total of 369 pts were included in the final analytic cohort. Of these, 115 were diagnosed with brain mets (cases, BM group) and 224 were not (controls, nBM group). The BM group was enriched for patients with HER2-positive breast cancer (33 vs 12.5%), consistent with previous work. In the whole cohort, the most common and clinically significant somatic alterations (oncogenic single nucleotide variants or copy number high amplification or two copy deletion) are shown in Table 1. When adjusting for subtype there were no significantly enriched SNVs in BM vs nBM group. When adjusting for subtype, FGFR1 amplification was significantly enriched in hormone receptor positive HER2 negative (HR+ HER2-) patients with BM (log2 odds ratio 1.22, q < 0.1). Tumor mutation burden was not significantly different in primary tumors between the BM and nBM groups (median TMB 7.3 vs 6.1, Wilcoxon p = 0.08).
Pathway analysis combining all subtypes revealed that RTK_RAS pathway (log2 odds ratio 1.64, q value < 0.1) and TP53 pathway (log2 odds ratio 1.15, q value < 0.1) gene sets were significantly enriched in the BM group. When controlling for subtype, pathway analysis revealed that RTK_RAS pathway gene set was significantly enriched in HR+ HER2- BM group (log2 odds ratio 1.36 q < 0.1).
Conclusions: In this case control series of patients with metastatic breast cancer with or without brain metastases, we found that primary tumors that are enriched for somatic alterations in the RTK_RAS and TP53 pathway may be associated with higher risk of developing brain metastases. Further validation in larger cohorts is warranted.
Table 1. Frequency of somatic alterations in primary tumor by brain metastasis outcome.
Citation Format: Sheheryar Kabraji, Yvonne Y. Li, Melissa E. Hughes, Hersh V. Gupta, Lauren Buckley, Janet L. Files, Ayesha Mohammed-Abreu, Anne-Marie Feeney, Greg Kirkner, Ashka Patel, Ana C. Garrido-Castro, Romualdo Barroso-Sousa, Brittany Bychkovsky, Matthew Meyerson, Sara Tolaney, Deborah A. Dillon, Bruce Johnson, Eric Winer, Andrew Cherniack, Nancy U. Lin. Somatic alterations in primary tumors of patients (pts) with metastatic breast cancer (MBC) may predict likelihood of brain metastasis [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr PD7-07.
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Affiliation(s)
| | | | | | - Hersh V. Gupta
- 4Albert Einstein College of Medicine MSTP (previously: Medical Oncology, Dana-Farber Cancer Institute)
| | | | - Janet L. Files
- 6Medical Oncology, Dana-Farber Cancer Institute, Hull, Massachusetts
| | | | | | | | - Ashka Patel
- 10Department of Pathology, Brigham and Women’s Hospital
| | | | | | - Brittany Bychkovsky
- 13Comprehensive Breast Health Center, Brigham and Women’s Hospital; Breast Oncology Program, Dana-Farber Brigham Cancer Center Division of Cancer Genetics and Prevention; Dana-Farber Cancer Institute; Harvard Medical School
| | - Matthew Meyerson
- 14Medical Oncology, Dana-Farber Cancer Institute; Center for Cancer Genomics, Dana-Farber Cancer Institute; Harvard Medical School; Broad Institute
| | | | - Deborah A. Dillon
- 16Brigham and Women’s Hospital, Breast Oncology Program, Susan F. Smith Center for Women’s Cancers, Dana-Farber Brigham Cancer Center; Harvard Medical School
| | - Bruce Johnson
- 17Medical Oncology, Dana-Farber Cancer Institute; Harvard Medical School
| | | | - Andrew Cherniack
- 19Medical Oncology, Dana-Farber Cancer Institute; Broad Institute
| | - Nancy U. Lin
- 20Dana-Farber Cancer Institute, Boston, Massachusetts
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Tarantino P, Gupta HV, Hughes ME, Files JL, Strauss S, Kirkner G, Feeney AM, Li YY, Garrido-Castro AC, Barroso-Sousa R, Bychkovsky B, MacConaill L, Lindeman N, Johnson B, Meyerson M, Kabraji S, Jeselsohn R, Qiu X, Li R, Long HW, Winer E, Dillon DA, Curigliano G, Cherniack A, Tolaney S, Lin NU. Abstract HER2-05: HER2-05 Comprehensive genomic characterization of HER2-low breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-her2-05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: About half of all breast cancers exhibit low HER2 expression. Despite lack of ERBB2 amplification, HER2-low tumors respond to trastuzumab deruxtecan (T-DXd), leading to the NCCN recommendation of T-DXd both for patients with HER2+ and HER2-low metastatic breast cancer (MBC). It remains however unclear if HER2-low represents a distinct molecular entity, as compared to HER2-0 MBC. Here, we compare the genomic landscape of HER2-low versus HER2-0 breast cancers in a large, single institution cohort. Methods: We identified consecutive patients with MBC seen at Dana-Farber Cancer Institute between 07/2013 and 12/2020. Patients were included if they had HER2-negative MBC per ASCO/CAP Guidelines and had undergone next generation sequencing (NGS) testing with a targeted, tumor-only platform (OncoPanel). Based on the HER2 status of the specimen tested by NGS, patients were divided into 2 groups: (i) HER2-low if immunohistochemistry (IHC) 1+ or 2+ non-amplified, or (ii) HER2-0 if IHC 0. Mutations of interest detected on NGS were classified as oncogenic using the OncoKB tool and additional annotation. Genomic profiles of HER2-low and HER2-0 tumors were compared using Chi-Square and Kruskal-Wallis tests. To determine genomic event enrichment between the two HER2 groups, logistic regression models were used, accounting for background rate and estrogen receptor (ER) expression. ERBB2 copy counts were calculated for tumors with recorded histology-estimated purities and copy-number segmentation using a simple model of allelic gain/loss. Results: Among 1847 patients with HER2-negative MBC, 1043 underwent NGS testing on a HER2-low (n=489, 47%) or HER2-0 sample (n=554, 53%). Most samples were metastatic (71%, n=743) while 29% (n=300) were from primary tumors. 73% had ductal histology, 13% were lobular and 14% had mixed or other histology. ER expression was enriched among HER2-low vs. HER2-0 tumors (76% vs. 60%; p< 0.001). Focusing on the most commonly occurring genetic mutations, no major differences were observed in HER2-low vs. HER2-0 tumors, after correcting for ER status (Table 1). Among all mutational events, any mutation in MPL, CYLD, and MAP3K and oncogenic mutations in TP53 and NF1 were more common in HER2-0, while any mutation in MTOR, RAD21, DNMT3A, and PDGFRA were enriched in HER2-low patients, when controlling for ER status and background mutational rate (p< 0.05). However, no mutation reached significance after accounting for multiple hypothesis testing. Similarly, no deep deletion or high amplification CNV events reached significance for either group. Analysis of tumor mutational burden in HER2-low vs. HER-0 tumors revealed no significant differences (median: 7.26 muts/Mb vs. 7.60 muts/Mb, p=1.00), including when accounting for ER status. Finally, among tumors with sufficient tumor purity for ERBB2 copy count analysis (n=374 and 419 for HER2-low and HER2-0, respectively), HER2-low tumors had a significantly higher number of ERBB2 alleles as compared to HER2-0 (< 2 copies, 15.0% vs. 30.9%, 2 copies 67.4% vs. 60.5%, and >2 copies, 17.6% vs. 8.6%; p< 0.001 by Kruskal-Wallis). Conclusions: To our knowledge, this is the largest comprehensive genomic analysis of HER2-low MBC to date. In our cohort of patients with HER2-negative MBC, the genomic landscape of HER2-low and HER2-0 tumors did not differ significantly, apart from a higher number of ERBB2 alleles. These data further support the notion that HER2-low, as currently defined, is not a distinct molecular subtype of breast cancer.
Citation Format: Paolo Tarantino, Hersh V. Gupta, Melissa E. Hughes, Janet L. Files, Sarah Strauss, Gregory Kirkner, Anne-Marie Feeney, Yvonne Y. Li, Ana C. Garrido-Castro, Romualdo Barroso-Sousa, Brittany Bychkovsky, Laura MacConaill, Neal Lindeman, Bruce Johnson, Matthew Meyerson, Sheheryar Kabraji, Rinath Jeselsohn, Xintao Qiu, Rong Li, Henry W. Long, Eric Winer, Deborah A. Dillon, Giuseppe Curigliano, Andrew Cherniack, Sara Tolaney, Nancy U. Lin. HER2-05 Comprehensive genomic characterization of HER2-low breast cancer [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr HER2-05.
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Affiliation(s)
- Paolo Tarantino
- 1Breast Oncology Program, Dana-Farber Cancer Institute; Harvard Medical School, Boston, Massachusetts
| | - Hersh V. Gupta
- 2Albert Einstein College of Medicine MSTP (previously: Medical Oncology, Dana-Farber Cancer Institute)
| | | | - Janet L. Files
- 4Medical Oncology, Dana-Farber Cancer Institute, Hull, Massachusetts
| | | | | | | | | | | | | | - Brittany Bychkovsky
- 11Comprehensive Breast Health Center, Brigham and Women’s Hospital; Breast Oncology Program, Dana-Farber Brigham Cancer Center Division of Cancer Genetics and Prevention; Dana-Farber Cancer Institute; Harvard Medical School
| | - Laura MacConaill
- 12Dana-Farber Cancer Institute; Harvard Medical School; Broad Institute of Harvard and MIT
| | - Neal Lindeman
- 13Brigham and Women’s Hospital; Harvard Medical School
| | - Bruce Johnson
- 14Medical Oncology, Dana-Farber Cancer Institute; Harvard Medical School
| | - Matthew Meyerson
- 15Medical Oncology, Dana-Farber Cancer Institute; Center for Cancer Genomics, Dana-Farber Cancer Institute; Harvard Medical School; Broad Institute
| | | | | | | | - Rong Li
- 19Dana-Farber Cancer Institute
| | | | | | - Deborah A. Dillon
- 22Brigham and Women’s Hospital, Breast Oncology Program, Susan F. Smith Center for Women’s Cancers, Dana-Farber Brigham Cancer Center; Harvard Medical School
| | | | - Andrew Cherniack
- 24Medical Oncology, Dana-Farber Cancer Institute; Broad Institute
| | | | - Nancy U. Lin
- 26Dana-Farber Cancer Institute, Boston, Massachusetts
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Gupta HV, Freedman R, Hughes ME, Li YY, Kirkner G, Files JL, Strauss S, Garrido-Castro AC, Buckley L, Barroso-Sousa R, Bychkovsky B, Tolaney S, MacConaill L, Lindeman N, Johnson B, Meyerson M, Winer E, Dillon DA, Cherniack A, Lin NU. Abstract P5-14-06: Tumor Genomic Landscape in Older Women with Metastatic Breast Cancer (MBC). Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p5-14-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background. Patients (pts) who develop MBC at older ages are underrepresented in clinical trials, are less likely to be included in comprehensive biomarker characterization studies, and experience worse breast cancer-specific survival than their younger counterparts. Elucidating genomic underpinnings of MBC and possible therapeutic targets for older breast cancer patients are critical priorities. Methods. We identified pts age >70 years at MBC diagnosis and a younger cohort (ages 50-69; age < 50), who were treated for MBC at a single center and who had their metastatic (or if not available, the primary) tumor, assessed by a targeted, tumor-only next generation sequencing (NGS) platform (OncoPanel) between 2013-2020. The NGS panel included mutations, copy number variation, tumor mutational burden (TMB), and hypermutation (HM) status, with mutations classified as oncogenic using the OncoKB tool and additional annotation. Copy number events were selected as being “oncogenic” if a high amplification was called for an oncogene or a deep deletion for a tumor suppressor. We compared findings for older (age >70) vs. younger (age < 50 and ages 50-69) MBC pts using Chi-Square and Kruskal-Wallis tests. To determine genomic event enrichment, logistic regression (LR) models were used, controlling for age (continuous), background rate, and tumor subtype (those with unknown subtype [n=27] were excluded from models). False discovery rate (FDR) was used to correct for multiple hypothesis testing. Results. The final analytic cohort included 2,380 pts. The median age at MBC diagnosis was 54.1 years overall (range 18.5- 91.9) and 73.6 years for those age >70. A total of 137 metastatic and 76 primary tumors were sequenced in pts age >70; in those age < 70, 1383 metastatic and 784 primary tumors were sequenced (for age < 50 [n=857] and 50-69 [n=1310]). Older pts were more likely to present with HR+/HER2- tumors (70.9% v. 62.4% v. 52.4%), and less likely to present with HER2+ (9.4% v. 14.4% v. 22.8%) or triple-negative breast cancer (TNBC) (18.8% v. 21.9% vs. 24.0%) at MBC diagnosis (listed >70, 50-69, < 50; P=1e-7). Older pts had higher average TMB vs. younger pts (9.57 in pts > 70, 8.56 in ages 50-69, 7.34 in ages < 50; P=3.5e-5). This was due to older pts having a higher incidence of hypermutation status as defined as TMB >10: 26.3% in age >70, 23.2% in ages 50-69, 16.8% in age < 50. Using q=0.1 as the threshold of significance, the presence of CDH1, PIK3CA, MAP3K1, TET2, and AKT oncogenic mutations were also enriched in older pts, while the presence of oncogenic GATA3, BRCA2, and TP53 mutations, as well as any mutation in BRCA1 were enriched in younger pts (too few oncogenic BRCA1 mutations were present for accurate modeling). The frequency of oncogenic PIK3CA mutations in HR+/HER2- tumors was highest in the oldest pts (44.4% in pts age >70 v. 31.6% in age 50-69 v. 26.7% in age < 50). Of pts who had oncogenic BRCA1/2 mutations identified on tumor-only NGS testing and underwent clinical germline testing (n=7 v. 60 v. 67, oldest to youngest), older pts had the lowest incidence of germline BRCA pathogenic variants (14.3% vs. 47.2.% vs. 67.2%; p=0.01); most BRCA mutations identified on NGS testing in older patients were considered likely somatic. When assessing enrichment in copy number events, ERBB2, RAD21, and BRIP1 amplifications were all significantly less frequent in older pts (q< 0.1), even when accounting for tumor subtype. Conclusions. In a large cohort of pts with MBC, the mutational and copy number landscape for older pts differs from that in younger pts, even after controlling for tumor subtype. Key actionable findings include a higher proportion of high TMB and PIK3CA-mutated tumors, emphasizing the importance of genomic profile testing in this pt population and further exploration of efficacy and tolerability of relevant therapies in those age >70 years.
Citation Format: Hersh V. Gupta, Rachel Freedman, Melissa E. Hughes, Yvonne Y. Li, Gregory Kirkner, Janet L. Files, Sarah Strauss, Ana C. Garrido-Castro, Lauren Buckley, Romualdo Barroso-Sousa, Brittany Bychkovsky, Sara Tolaney, Laura MacConaill, Neal Lindeman, Bruce Johnson, Matthew Meyerson, Eric Winer, Deborah A. Dillon, Andrew Cherniack, Nancy U. Lin. Tumor Genomic Landscape in Older Women with Metastatic Breast Cancer (MBC) [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P5-14-06.
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Affiliation(s)
- Hersh V. Gupta
- 1Albert Einstein College of Medicine MSTP (previously: Medical Oncology, Dana-Farber Cancer Institute)
| | | | | | | | | | - Janet L. Files
- 6Medical Oncology, Dana-Farber Cancer Institute, Hull, Massachusetts
| | | | | | | | | | - Brittany Bychkovsky
- 11Comprehensive Breast Health Center, Brigham and Women’s Hospital; Breast Oncology Program, Dana-Farber Brigham Cancer Center Division of Cancer Genetics and Prevention; Dana-Farber Cancer Institute; Harvard Medical School
| | | | - Laura MacConaill
- 13Dana-Farber Cancer Institute; Harvard Medical School; Broad Institute of Harvard and MIT
| | - Neal Lindeman
- 14Brigham and Women’s Hospital; Harvard Medical School
| | - Bruce Johnson
- 15Medical Oncology, Dana-Farber Cancer Institute; Harvard Medical School
| | - Matthew Meyerson
- 16Medical Oncology, Dana-Farber Cancer Institute; Center for Cancer Genomics, Dana-Farber Cancer Institute; Harvard Medical School; Broad Institute
| | | | - Deborah A. Dillon
- 18Brigham and Women’s Hospital, Breast Oncology Program, Susan F. Smith Center for Women’s Cancers, Dana-Farber Brigham Cancer Center; Harvard Medical School
| | - Andrew Cherniack
- 19Medical Oncology, Dana-Farber Cancer Institute; Genome Data Analysis Center, Broad Institute; Genomic Data Analysis Network, National Cancer Institute
| | - Nancy U. Lin
- 20Dana-Farber Cancer Institute, Boston, Massachusetts
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Yuval JB, Lee J, Wu F, Thompson HM, Verheij FS, Gupta HV, Irie T, Scarpa JR, McCormick PJ, Smith JJ, Shia J, Weiser MR, Sánchez-Vega F, Tan KS, Fischer GW, Garcia-Aguilar J, Mincer JS. Intraoperative opioids are associated with decreased recurrence rates in colon adenocarcinoma: a retrospective observational cohort study. Br J Anaesth 2022; 129:172-181. [PMID: 35718564 PMCID: PMC9465945 DOI: 10.1016/j.bja.2022.04.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 03/28/2022] [Accepted: 04/06/2022] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Opioid-induced immunomodulation may be important in colon adenocarcinoma, where tumour DNA mismatch repair (MMR) can determine the level of immune activation with consequences for therapeutic response and prognosis. We evaluated the relationship between intraoperative opioid exposure, MMR subtype, and oncological outcomes after surgery for colon adenocarcinoma. METHODS Intraoperative opioid use (standardised by calculating morphine milligram equivalents) during stage I-III colon adenocarcinoma resection was reviewed retrospectively. Tumours were classified as DNA mismatch repair deficient (dMMR) or proficient (pMMR) by immunohistochemistry. The primary outcome was local tumour recurrence, distant tumour recurrence, or both (multivariable analysis). The exposures of interest were intraoperative analgesia and tumour subtype. Opioid-related gene expression was analysed using The Cancer Genome Atlas Colon Adenocarcinoma transcriptomic data. RESULTS Clinical and pathological data were analysed from 1157 subjects (median age, 60 [51-70] yr; 49% female) who underwent curative resection for stage I-III colon adenocarcinoma. Higher intraoperative opioid doses were associated with reduced risk of tumour recurrence (hazard ratio=0.92 per 10 morphine milligram equivalents; 95% confidence interval [95% CI], 0.87-0.98; P=0.007), but not with overall survival. In tumours deficient in DNA MMR, tumour recurrence was less likely (HR=0.38; 95% CI, 0.21-0.68; P=0.001), with higher opioid dose associated with eightfold lower recurrence rates. Gene expression related to opioid signalling was different between dMMR and pMMR tumours. CONCLUSIONS Higher intraoperative opioid dose was associated with a lower risk of tumour recurrence after surgery for stage I-III colon adenocarcinoma, but particularly so in tumours in which DNA MMR was deficient.
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Affiliation(s)
- Jonathan B Yuval
- Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jasme Lee
- Biostatistics Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Fan Wu
- Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hannah M Thompson
- Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Floris S Verheij
- Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Hersh V Gupta
- Dana-Farber Brigham and Women's Cancer Center, Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Takeshi Irie
- Department of Anesthesiology & Critical Care Medicine, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Joseph R Scarpa
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Patrick J McCormick
- Department of Anesthesiology & Critical Care Medicine, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - J Joshua Smith
- Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Martin R Weiser
- Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Francisco Sánchez-Vega
- Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kay See Tan
- Biostatistics Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gregory W Fischer
- Department of Anesthesiology & Critical Care Medicine, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | | | - Joshua S Mincer
- Department of Anesthesiology & Critical Care Medicine, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA.
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6
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Connolly JG, Scarpa JR, Gupta HV, Tan KS, Mastrogiacomo B, Dycoco J, Caso R, Jones GD, Sanchez-Vega F, Adusumilli PS, Rocco G, Isbell JM, Bott MJ, Irie T, McCormick PJ, Fischer GW, Jones DR, Mincer JS. Intraoperative ketorolac may interact with patient-specific tumour genomics to modify recurrence risk in lung adenocarcinoma: an exploratory analysis. Br J Anaesth 2021; 127:e82-e85. [PMID: 34272058 DOI: 10.1016/j.bja.2021.05.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/03/2021] [Accepted: 05/14/2021] [Indexed: 11/29/2022] Open
Affiliation(s)
- James G Connolly
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph R Scarpa
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Hersh V Gupta
- Dana-Farber Brigham and Women's Cancer Center, Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Kay See Tan
- Biostatistics Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Brooke Mastrogiacomo
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph Dycoco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Raul Caso
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gregory D Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Francisco Sanchez-Vega
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew J Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Takeshi Irie
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA; Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Patrick J McCormick
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA; Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gregory W Fischer
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA; Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Joshua S Mincer
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA; Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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7
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Connolly JG, Tan KS, Mastrogiacomo B, Dycoco J, Caso R, Jones GD, McCormick PJ, Sanchez-Vega F, Irie T, Scarpa JR, Gupta HV, Adusumilli PS, Rocco G, Isbell JM, Bott MJ, Fischer GW, Jones DR, Mincer JS. Intraoperative opioid exposure, tumour genomic alterations, and survival differences in people with lung adenocarcinoma. Br J Anaesth 2021; 127:75-84. [PMID: 34147159 PMCID: PMC8258974 DOI: 10.1016/j.bja.2021.03.030] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/01/2021] [Accepted: 03/06/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Opioids have been linked to worse oncologic outcomes in surgical patients. Studies in certain cancer types have identified associations between survival and intra-tumoural opioid receptor gene alterations, but no study has investigated whether the tumour genome interacts with opioid exposure to affect survival. We sought to determine whether intraoperative opioid exposure is associated with recurrence-specific survival and overall survival in early-stage lung adenocarcinoma, and whether selected tumour genomics are associated with this relationship. Associations between ketamine and dexmedetomidine and outcomes were also studied. METHODS Surgical patients (N=740) with pathological stage I-III lung adenocarcinoma and next-generation sequencing data were retrospectively reviewed from a prospectively maintained database. RESULTS On multivariable analysis, ketamine administration was protective for recurrence-specific survival (hazard ratio = 0.44, 95% confidence interval 0.24-0.80; P=0.007), compared with no adjunct. Higher intraoperative oral morphine milligram equivalents were significantly associated with worse overall survival (hazard ratio=1.09/10 morphine milligram equivalents, 95% confidence interval 1.02-1.17; P=0.010). Significant interaction effects were found between morphine milligram equivalents and fraction genome altered and morphine milligram equivalents and CDKN2A, such that higher fraction genome altered or CDKN2A alterations were associated with worse overall survival at higher morphine milligram equivalents (P=0.044 and P=0.052, respectively). In contrast, alterations in the Wnt (P=0.029) and Hippo (P=0.040) oncogenic pathways were associated with improved recurrence-specific survival at higher morphine milligram equivalents, compared with unaltered pathways. CONCLUSIONS Intraoperative opioid exposure is associated with worse overall survival, whereas ketamine exposure is associated with improved recurrence-specific survival in patients with early-stage lung adenocarcinoma. This is the first study to investigate tumour-specific genomic interactions with intraoperative opioid administration to modify survival associations.
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Affiliation(s)
- James G Connolly
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kay See Tan
- Biostatistics Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Brooke Mastrogiacomo
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph Dycoco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Raul Caso
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gregory D Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Patrick J McCormick
- Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Francisco Sanchez-Vega
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Takeshi Irie
- Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Joseph R Scarpa
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - Hersh V Gupta
- Dana-Farber Brigham and Women's Cancer Center, Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Matthew J Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gregory W Fischer
- Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Joshua S Mincer
- Department of Anesthesiology & Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Anesthesiology, Weill Cornell Medicine, New York, NY, USA.
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8
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Cleary JM, Raghavan S, Wu Q, Li YY, Spurr LF, Gupta HV, Rubinson DA, Fetter IJ, Hornick JL, Nowak JA, Siravegna G, Goyal L, Shi L, Brais LK, Loftus M, Shinagare AB, Abrams TA, Clancy TE, Wang J, Patel AK, Brichory F, Vaslin Chessex A, Sullivan RJ, Keller RB, Denning S, Hill ER, Shapiro GI, Pokorska-Bocci A, Zanna C, Ng K, Schrag D, Janne PA, Hahn WC, Cherniack AD, Corcoran RB, Meyerson M, Daina A, Zoete V, Bardeesy N, Wolpin BM. FGFR2 Extracellular Domain In-Frame Deletions are Therapeutically Targetable Genomic Alterations that Function as Oncogenic Drivers in Cholangiocarcinoma. Cancer Discov 2021; 11:2488-2505. [PMID: 33926920 DOI: 10.1158/2159-8290.cd-20-1669] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 03/10/2021] [Accepted: 04/26/2021] [Indexed: 11/16/2022]
Abstract
We conducted next generation DNA sequencing on 335 biliary tract cancers and characterized the genomic landscape by anatomic site within the biliary tree. In addition to frequent FGFR2 fusions among patients with intrahepatic cholangiocarcinoma (IHCC), we identified FGFR2 extracellular domain in-frame deletions (EIDs) in 5 of 178 (2.8%) patients with IHCC, including two patients with FGFR2 p.H167_N173del. Expression of this FGFR2 EID in NIH3T3 cells resulted in constitutive FGFR2 activation, oncogenic transformation, and sensitivity to FGFR inhibitors. Three patients with FGFR2 EIDs were treated with Debio 1347, an oral FGFR-1/2/3 inhibitor, and all showed partial responses. One patient developed an acquired L618F FGFR2 kinase domain mutation at disease progression and experienced a further partial response for 17 months to an irreversible FGFR2 inhibitor, futibatinib. Together, these findings reveal FGFR2 EIDs as an alternative mechanism of FGFR2 activation in IHCC that predict sensitivity to FGFR inhibitors in the clinic.
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Affiliation(s)
- James M Cleary
- Department of Medical Oncology, Dana-Farber Cancer Institute
| | | | | | - Yvonne Y Li
- Department of Medical Oncology, Dana-Farber Cancer Institute
| | - Liam F Spurr
- Dana-Farber Cancer Institute, Harvard Medical School
| | - Hersh V Gupta
- Department of Medical Oncology, Dana-Farber Cancer Institute
| | | | | | - Jason L Hornick
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School
| | | | | | - Lipika Goyal
- Internal Medicine, Massachusetts General Hospital Cancer Center, Harvard Medical School
| | - Lei Shi
- Center for Cancer Research, Massachusetts General Hospital Cancer Center, Harvard Medical School
| | - Lauren K Brais
- Department of Medical Oncology, Dana-Farber Cancer Institute
| | | | - Atul B Shinagare
- Department of Radiology, Brigham and Women's Hospital/ Dana-Farber Cancer Institute
| | | | | | - Jiping Wang
- Department of Surgery, Brigham and Women's Hospital
| | - Anuj K Patel
- Department of Gastrointestinal Oncology, Dana-Farber Cancer Institute
| | | | | | - Ryan J Sullivan
- Center for Melanoma, Massachusetts General Hospital Cancer Center
| | | | | | - Emma R Hill
- Dana-Farber/Brigham and Women's Cancer Center
| | | | | | | | - Kimmie Ng
- Department of Medical Oncology, Dana-Farber Cancer Institute
| | | | - Pasi A Janne
- Lowe Center for Thoracic Oncology, Department of Medical Oncology, Dana-Farber Cancer Institute
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute
| | - Andrew D Cherniack
- Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School
| | | | | | | | | | | | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber/Harvard Cancer Center
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