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Tang E, Tang C, Lin X, Chen Y, Zhou Y, Pan C, Jiang H. Clinical performance of the TrueMark™ MSI assay for microsatellite instability detection in a Chinese colorectal cancer cohort. Gene 2024; 927:148745. [PMID: 38969248 DOI: 10.1016/j.gene.2024.148745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 06/23/2024] [Accepted: 07/01/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND Microsatellite instability (MSI) and mismatch repair (MMR) detection is valuable in assessing prognosis and treatment options. However, the conventional detection methods such as immunohistochemistry (IHC) are limited by not fully consistent results as well as a long turnaround time. TrueMark™ MSI Assay is a novel solution for MSI analysis, but lack of research support in the Chinese colorectal cancer (CRC) patients. MATERIALS AND METHODS 60 dMMR and 60 pMMR CRC samples identified by IHC were collected and their MSI status were detected using TrueMark™ MSI assay with an expanded panel of 13 markers. The overall performance and diagnostic concordance between TrueMark™ MSI test and MMR IHC analysis were assessed and analyzed. RESULTS According to the TrueMark™ test, 55 out of the 120 (45.8 %) CRCs were identified as MSI-high (MSI-H) with an instability at ≥ 4/13 markers. Compared with the MMR IHC analysis, an overall percent agreement of 94.2 % and a Kappa of 0.883 were achieved. For the seven inconsistent samples, tumor mutation burden analysis was performed and the results supported the diagnosis by TrueMark™ test. To confirm the robustness of the above findings, a validation was performed in an independent cohort comprising 51 consecutive CRCs. Furthermore, an optimized panel composed of NR-21, NR-24, NR-27, ABI-16, ABI-17 and ABI-20B was developed by multivariate logistic regression model, and showed 100 % agreement with the 13-marker panel for MSI detection in both the derivation and validation sets. CONCLUSION TrueMark™ MSI provides a fast, reliable and highly automated solution to MSI detection in Chinese CRC patients, and the new 6-marker panel we established shows promise deserving further evaluation.
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Affiliation(s)
- Erjiang Tang
- Center for Clinical Research and Translational Medicine, Yangpu Hospital, Tongji University, Shanghai, China
| | - Cui Tang
- Department of Radiology, Yangpu Hospital, Tongji University, Shanghai, China
| | - Xuejing Lin
- Center for Clinical Research and Translational Medicine, Yangpu Hospital, Tongji University, Shanghai, China
| | - Ying Chen
- Center for Clinical Research and Translational Medicine, Yangpu Hospital, Tongji University, Shanghai, China
| | - Yi Zhou
- Department of Medical Oncology, The Affiliated Sir Run Run Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Chenyu Pan
- Department of General Surgery, Yangpu Hospital, Tongji University, Shanghai, China.
| | - Huihong Jiang
- Department of General Surgery, Yangpu Hospital, Tongji University, Shanghai, China.
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Jeong AR, Trando AH, Thomas SD, Riviere P, Sakowski PJ, Sokol ES, Goodman AM, Kurzrock R. Higher tumor mutational burden and PD-L1 expression correlate with shorter survival in hematologic malignancies. Ther Adv Med Oncol 2024; 16:17588359241273053. [PMID: 39220298 PMCID: PMC11363031 DOI: 10.1177/17588359241273053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 07/09/2024] [Indexed: 09/04/2024] Open
Abstract
Background The prognostic implications of tumor mutational burden (TMB) and programmed death ligand 1 (PD-L1) expression are poorly studied in hematologic malignancies. Objectives This study aimed to better understand the characteristics and prognostic value of TMB and PD-1/PD-L1 in hematologic malignancies. Design This real-world study was conducted among patients with hematologic malignancies who had next-generation sequencing (NGS) (Foundation Medicine) at the University of California San Diego Moores Cancer Center (2014-2018). Methods TMB was measured by NGS. PD-L1 expression (tumor proportion score, TPS) was measured by immunohistochemistry (classified as high (⩾50%), low (1-49%), and negative (<1%)). Data was curated from the electronic medical records. Results In 388 evaluable patients, the most common diagnoses were B-cell non-Hodgkin lymphoma (NHL) (35%) and Philadelphia chromosome-negative myeloproliferative disorders (16%). Median TMB was 1.6 mutations/Mb (range, 0-46.83). Forty-eight patients (12%) had TMB ⩾10 mutations/Mb, 90% of which were B-cell or T-cell NHL. In 85 samples with available PD-L1 scores, 11 were high; 26, low; and 48, no tumor cell expression. PD-L1 TPS positive (⩾1%) was most common in T-cell NHL (7/9 (77%) cases) followed by B-cell NHL (21/51 (41%) cases). TMB ⩾4 mutations/Mb and PD-L1 score ⩾1% were significantly associated with shorter overall survival (OS) from diagnosis, with hazard ratio (HR) = 1.46 (p = 0.02, 95% confidence interval (CI) 1.05-2.03) and HR = 2.11 (p = 0.04, 95% CI 1.04-4.30), respectively; the relationship was more pronounced when PD-L1 ⩾50% versus <50% was used (HR = 2.80, p = 0.02, 95% CI 1.19-6.59). Higher TMB and higher PD-L1 positivity correlation were significant but weak (Pearson correlation coefficient R 2 = 0.04, p = 0.04). Conclusion TMB ⩾4 mutations/Mb and positive PD-L1 TPS are poor prognostic factors, correlating with shorter OS across hematologic malignancies. Trial registration ClinicalTrials.gov NCT02478931.
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Affiliation(s)
- Ah-Reum Jeong
- Division of Blood and Marrow Transplantation, Department of Medicine, University of California San Diego, 3855 Health Sciences Drive, La Jolla, CA 92093-0658, USA
| | - Aaron H. Trando
- Division of Blood and Marrow Transplantation, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Sean D. Thomas
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Paul Riviere
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA, USA
| | - Patrick J. Sakowski
- Division of Blood and Marrow Transplantation, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | | | - Aaron M. Goodman
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Razelle Kurzrock
- Department of Medicine, Medical College of Wisconsin, 8800 West Doyne Avenue, Milwaukee, WI 53226, USA
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Rosenberger LH, Riedel RF, Diego EJ, Nash AL, Grilley-Olson JE, Danziger NA, Sokol ES, Ross JS, Sammons SL. Genomic landscape of malignant phyllodes tumors reveals multiple targetable opportunities. Oncologist 2024:oyae218. [PMID: 39191445 DOI: 10.1093/oncolo/oyae218] [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: 04/23/2024] [Accepted: 07/19/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND Malignant phyllodes tumors (MPT) are rare fibroepithelial breast cancers with no known effective systemic therapy; metastatic progression portends a dismal prognosis. We sought to describe the genomic landscape of MPTs through genomic profiling and immunotherapeutic biomarker analysis. MATERIALS AND METHODS Cases of sequenced MPT were identified from a Clinical Laboratory Improvement Amendments-certified, College of American Pathologists-accredited laboratory (Foundation Medicine). All cases underwent genomic profiling using adaptor ligation-based, next-generation sequencing assay of 324 genes. Tumor agnostic immunotherapy biomarkers, microsatellite instability, tumor mutational burden (TMB), and programmed death-ligand 1 (PD-L1) expression were evaluated. Fisher's Exact Tests and analysis of variance were used to test for differences between groups and for continuous variables as appropriate. RESULTS Of 135 MPT cases identified; 94 (69.6%) were localized/locally recurrent and 41 (30.4%) were metastatic. Median age was 54 years (range 14-86). The median TMB was 2.5 mut/Mb and 3 were TMB-high (≥10 mut/Mb). 21.4% were PD-L1+ via Dako 22C3 assay (CPS ≥1). Most commonly altered genes included TERT-promoter (69.7%), CDKN2A (45.9%), TP53 (37.8%), NF1 (35.6%), CDKN2B (33.3%), MED12 (28.9%), MTAP (27.7%), KMT2D (22.2%), PIK3CA (20.0%), PTEN (18.5%), and RB1 (18.5%). Several tumors harboring genomic alterations with US Food and Drug Administration-approved indications in other tumor types were found including NF1, PIK3CA, EGFR Exon 19/20 insertions, and BRAF V600E mutations. CONCLUSIONS In the largest genomic evaluation of MPT to date, multiple clinically actionable mutations were found. Routine sequencing of metastatic MPT may provide additional information to guide treatment decisions and clinical trial enrollment.
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Affiliation(s)
- Laura H Rosenberger
- Department of Surgery, Duke University Medical Center, Durham, NC 27710, United States
- Duke Cancer Institute, Duke University, Durham, NC 27710, United States
| | - Richard F Riedel
- Duke Cancer Institute, Duke University, Durham, NC 27710, United States
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, United States
| | - Emilia J Diego
- Department of Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, United States
| | - Amanda L Nash
- Department of Surgery, Duke University Medical Center, Durham, NC 27710, United States
| | - Juneko E Grilley-Olson
- Duke Cancer Institute, Duke University, Durham, NC 27710, United States
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, United States
| | | | - Ethan S Sokol
- Foundation Medicine, Inc., Cambridge, MA 02141, United States
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA 02141, United States
- Department of Pathology, Urology, and Oncology, Upstate Medical University, Syracuse, NY 13210, United States
| | - Sarah L Sammons
- Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, United States
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA 02215, United States
- Harvard Medical School, Boston, MA 02115, United States
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4
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Thakor P, Siddiqui MQ, Patel TR. Analysis of the interlink between glucose-6-phosphate dehydrogenase (G6PD) and lung cancer through multi-omics databases. Heliyon 2024; 10:e35158. [PMID: 39165939 PMCID: PMC11334843 DOI: 10.1016/j.heliyon.2024.e35158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 07/16/2024] [Accepted: 07/24/2024] [Indexed: 08/22/2024] Open
Abstract
Glucose-6-Phosphate Dehydrogenase (G6PD) is a crucial enzyme that executes the pentose phosphate pathway. Due to its critical nodal position in the metabolic network, it is associated with different forms of cancer tumorigeneses and progression. Nonetheless, its functional role and molecular mechanism in lung cancer remain unknown. The present study provides intricate information associated with G6PD and Lung Cancer. Varieties of public datasets were retrieved by us, including UALCAN, TCGA, cBioPortal, and the UCSC Xena browser. The data obtained were used to assess the expression of G6PD, its clinical features, epigenetic regulation, relationship with tumour infiltration, tumour mutation burden, microsatellite instability, tumour microenvironment, immune checkpoint genes, genomic alteration, and patient's overall survival rate. The present study revealed that the G6PD expression was correlated with the clinical features of lung cancer including disease stage, race, sex, age, smoking habits, and lymph node metastasis. Moreover, the expression profile of G6PD also imparts epigenetic changes by modulating the DNA promoter methylation activity. Methylation of promoters changes the expression of various transcription factors, genes leading to an influence on the immune system. These events linked with G6PD-related mutational gene alterations (FAM3A, LAG3, p53, KRAS). The entire circumstance influences the patient's overall survival rate and poor prognosis. Functional investigation using STRING, GO, and KEGG found that G6PD primarily engages in hallmark functions (metabolism, immunological responses, proliferation, apoptosis, p53, HIF-1, FOXO, PI3K-AKT signaling). This work provides a wide knowledge of G6PD's function in lung cancer, as well as a theoretical foundation for possible prognostic therapeutic markers.
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Affiliation(s)
- Parth Thakor
- Bapubhai Desaibhai Patel Institute of Paramedical Sciences, Charotar University of Science and Technology, CHARUSAT Campus, Changa, Gujarat, India
- Department of Chemistry and Biochemistry, Alberta RNA Research and Training Institute, University of Lethbridge, Lethbridge, AB, T1K 2E1, Canada
| | - M. Quadir Siddiqui
- Department of Chemistry and Biochemistry, Alberta RNA Research and Training Institute, University of Lethbridge, Lethbridge, AB, T1K 2E1, Canada
| | - Trushar R. Patel
- Department of Chemistry and Biochemistry, Alberta RNA Research and Training Institute, University of Lethbridge, Lethbridge, AB, T1K 2E1, Canada
- Department of Microbiology, Immunology & Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB, T2N 4N1, Canada
- Li Ka Shing Institute of Virology, University of Alberta, Edmonton, AB, T6G 2E1, Canada
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5
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Pavlick DC, Frampton GM, Ross JR. Understanding variants of unknown significance and classification of genomic alterations. Oncologist 2024; 29:658-666. [PMID: 38982622 PMCID: PMC11299939 DOI: 10.1093/oncolo/oyae149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 04/16/2024] [Indexed: 07/11/2024] Open
Abstract
Despite recent efforts to issue clinical guidelines outlining strategies to define the pathogenicity of genomic variants, there is currently no standardized framework for which to make these assertions. This review does not present a step-by-step methodology, but rather takes a holistic approach to discuss many aspects which should be taken into consideration when determining variant pathogenicity. Categorization should be curated to reflect relevant findings within the scope of the specific medical context. Functional characterization should evaluate all available information, including results from literature reviews, different classes of genomic data repositories, and applicable computational predictive algorithms. This article further proposes a multidimensional view to infer pathogenic status from many genomic measurements across multiple axes. Notably, tumor suppressors and oncogenes exhibit fundamentally different biology which helps refine the importance of effects on splicing, mutation interactions, copy number thresholds, rearrangement annotations, germline status, and genome-wide signatures. Understanding these relevant datapoints with thoughtful perspective could aid in the reclassification of variants of unknown significance (VUS), which are ambiguously understood and currently have uncertain clinical implications. Ongoing assessments of VUS examining these relevant biological axes could lead to more accurate classification of variant pathogenicity interpretation in diagnostic oncology.
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Affiliation(s)
- Dean C Pavlick
- Department of Computational Discovery, Foundation Medicine, Inc., Boston, MA, United States
| | - Garrett M Frampton
- Department of Computational Discovery, Foundation Medicine, Inc., Boston, MA, United States
| | - Jeffrey R Ross
- Department of Pathology, Foundation Medicine, Inc., Boston, MA, United States, and
- Departments of Pathology, Medicine (Oncology), and Urology, Upstate Medical University, Syracuse, NY, United States
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6
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Takeda H, Yamamoto H, Oikawa R, Umemoto K, Arai H, Mizukami T, Ogawa K, Uchida Y, Nagata Y, Kubota Y, Doi A, Horie Y, Ogura T, Izawa N, Moore JA, Sokol ES, Sunakawa Y. Genomic Profiling of Small Intestine Cancers From a Real-World Data Set Identifies Subgroups With Actionable Alterations. JCO Precis Oncol 2024; 8:e2300425. [PMID: 39116356 DOI: 10.1200/po.23.00425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 04/30/2024] [Accepted: 07/03/2024] [Indexed: 08/10/2024] Open
Abstract
PURPOSE Panel-based comprehensive genomic profiling (CGP) is used in clinical practice worldwide; however, large real-world data (RWD) of patients with advanced small intestine cancer have not been characterized. We investigated differences in the prevalence of clinically relevant alterations across molecularly defined or age-stratified subgroups. PATIENTS AND METHODS This was a collaborative biomarker study of RWD from CGP testing (Foundation Medicine, Inc). Hybrid capture was conducted on at least 324 cancer-related genes and select introns from up to 31 genes frequently rearranged in cancer. Overall, 1,364 patients with advanced small intestine cancer were available for analyses and were stratified by age (≥40 years/<40 years), microsatellite instability (MSI) status, tumor mutational burden (TMB) status (high ≥10/low <10 Muts/Mb), and select gene alterations. The frequency of alterations was analyzed using a chi-square test with Yate's correction. RESULTS Genes with frequent alterations included TP53 (59.8%), KRAS (54.8%), APC (27.7%), and CDKN2A (22.4%). Frequent genes with amplifications were MYC (6.7%), MDM2 (5.9%), GATA6 (5.5%), and CCND1 (3.4%). Patients younger than 40 years had significantly lower frequency of APC mutations than those 40 years and older (10.4% v 28.7%; P = .0008). Druggable genomic alterations were detected in 22.3% of patients: BRAF V600E (1.2%), BRCA1 (1.8%), BRCA2 (3.2%), ERBB2 amplification (3.2%), KRAS G12C (3.3%), NTRK1/2/3 fusion (0.07%), MSI-high (7.0%), and TMB-high (12.2%), with no significant differences in the frequency according to age (<40 years v ≥40 years; 22.1% v 22.3%). TMB of 10-20 Mut/Mb was observed in 4.8% of patients, and TMB ≥20 Mut/Mb was seen in 7.3% of the cohort. CONCLUSION RWD from clinical panel testing revealed the genomic landscape in small intestine cancer by subgroup. These findings provide insights for the future development of treatments in advanced small intestine cancer.
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Affiliation(s)
- Hiroyuki Takeda
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Hiroyuki Yamamoto
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, St Marianna University School of Medicine, Kawasaki, Japan
- Department of Bioinformatics, St Marianna University Graduate School of Medicine, Kawasaki, Japan
| | - Ritsuko Oikawa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, St Marianna University School of Medicine, Kawasaki, Japan
| | - Kumiko Umemoto
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Hiroyuki Arai
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Takuro Mizukami
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Kazuki Ogawa
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Yoshiyasu Uchida
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Yusuke Nagata
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Yohei Kubota
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Ayako Doi
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Yoshiki Horie
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Takashi Ogura
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Naoki Izawa
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
| | - Jay A Moore
- Cancer Genomics Research, Foundation Medicine, Cambridge, MA
| | - Ethan S Sokol
- Cancer Genomics Research, Foundation Medicine, Cambridge, MA
| | - Yu Sunakawa
- Department of Clinical Oncology, St Marianna University School of Medicine, Kawasaki, Japan
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7
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Cigliola A, Basnet A, Jacob JM, Mercinelli C, Tateo V, Patanè DA, Bratslavsky G, Cheng L, Grivas P, Kamat AM, Spiess PE, Pavlick DC, Lin DI, Ross JS, Necchi A. Urachal and Nonurachal Adenocarcinomas of the Urinary Bladder: A Comprehensive Genomic Profiling Study. JCO Precis Oncol 2024; 8:e2400200. [PMID: 39151108 DOI: 10.1200/po.24.00200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 05/08/2024] [Accepted: 06/26/2024] [Indexed: 08/18/2024] Open
Abstract
PURPOSE Although both urachal (U) and nonurachal (NU) bladder adenocarcinomas (adenoCas) share several histologic similarities, they differ in location and sometimes in therapeutic options. We analyzed the differences in genomic alterations (GAs) between these tumor entities, with the aim of identifying potential therapeutic targets for clinical trials. MATERIALS AND METHODS Overall, 133 U and 328 NU adenoCas were analyzed. Hybrid capture-based comprehensive genomic profiling (CGP) was performed to evaluate all classes of GA. Germline status of GA was predicted using a validated somatic-germline computational method. CGP was performed using the FoundationOne and FoundationOne CDx assays (Foundation Medicine, Inc). RESULTS The most frequent GA in both U and NU cohorts included TP53 (86.5% v 81.1%) and KRAS (34.6% v 27.7%). GAs characteristic of colorectal adenoCa, such as SMAD4 (P = .069) and GNAS (P = .071), were more common in U versus NU. Conversely, TERT (P < .01) and RB1 (P = .071) were more prevalent in NU adenoCa. Notably, both U and NU adenoCas exhibited possibly targetable GA in PIK3CA (7.5% v 7.9%) and ERBB2 (6.8% v 7.6%). Biomarkers associated with potential benefit from anti-PD-1/L1 were infrequent. Median tumor mutational burden was 2.6 and 3.5 mutations per megabase for U and NU, respectively, and PD-L1 expression >1% was rare. Genomic ancestry and genomic signature distribution were similar in both tumor types. GAs were most commonly of somatic nature. Limitations include lack of clinical data, tumor heterogeneity, and retrospective nature. CONCLUSION U and NU adenoCAs revealed differences in GA, with PIK3CA and ERBB2 being identified as putative therapeutic targets. Biomarkers of response to anti-PD-(L)1 were uncommon. Results highlight the potential of CGP to personalize treatment options of bladder adenoCa and inform clinical trial designs.
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Affiliation(s)
- Antonio Cigliola
- Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy
| | | | | | - Chiara Mercinelli
- Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy
| | - Valentina Tateo
- Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy
| | | | | | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Department of Surgery (Urology), Brown University, Providence, RI
- Legorreta Cancer Center, Brown University, Providence, RI
- Lifespan Health Care System, Brown University, Providence, RI
| | - Petros Grivas
- Division of Hematology/Oncology, Department of Medicine, University of Washington; Fred Hutchinson Cancer Center, Seattle, WA
| | - Ashish M Kamat
- Department of Urology Under Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Philippe E Spiess
- Department of GU Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | | | | | - Jeffrey S Ross
- SUNY Upstate Medical University, Syracuse, NY
- Foundation Medicine, Inc, Cambridge, MA
| | - Andrea Necchi
- Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
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8
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Anthony H, Seoighe C. Performance assessment of computational tools to detect microsatellite instability. Brief Bioinform 2024; 25:bbae390. [PMID: 39129364 PMCID: PMC11317526 DOI: 10.1093/bib/bbae390] [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: 03/04/2024] [Revised: 06/26/2024] [Accepted: 07/25/2024] [Indexed: 08/13/2024] Open
Abstract
Microsatellite instability (MSI) is a phenomenon seen in several cancer types, which can be used as a biomarker to help guide immune checkpoint inhibitor treatment. To facilitate this, researchers have developed computational tools to categorize samples as having high microsatellite instability, or as being microsatellite stable using next-generation sequencing data. Most of these tools were published with unclear scope and usage, and they have yet to be independently benchmarked. To address these issues, we assessed the performance of eight leading MSI tools across several unique datasets that encompass a wide variety of sequencing methods. While we were able to replicate the original findings of each tool on whole exome sequencing data, most tools had worse receiver operating characteristic and precision-recall area under the curve values on whole genome sequencing data. We also found that they lacked agreement with one another and with commercial MSI software on gene panel data, and that optimal threshold cut-offs vary by sequencing type. Lastly, we tested tools made specifically for RNA sequencing data and found they were outperformed by tools designed for use with DNA sequencing data. Out of all, two tools (MSIsensor2, MANTIS) performed well across nearly all datasets, but when all datasets were combined, their precision decreased. Our results caution that MSI tools can have much lower performance on datasets other than those on which they were originally evaluated, and in the case of RNA sequencing tools, can even perform poorly on the type of data for which they were created.
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Affiliation(s)
- Harrison Anthony
- School of Mathematical and Statistical Sciences, University of Galway, Galway H91 TK33, Ireland
- The SFI Centre for Research Training in Genomics Data Science, Galway D02 FX65, Ireland
| | - Cathal Seoighe
- School of Mathematical and Statistical Sciences, University of Galway, Galway H91 TK33, Ireland
- The SFI Centre for Research Training in Genomics Data Science, Galway D02 FX65, Ireland
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9
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Hossain SM, Carpenter C, Eccles MR. Genomic and Epigenomic Biomarkers of Immune Checkpoint Immunotherapy Response in Melanoma: Current and Future Perspectives. Int J Mol Sci 2024; 25:7252. [PMID: 39000359 PMCID: PMC11241335 DOI: 10.3390/ijms25137252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Revised: 06/25/2024] [Accepted: 06/26/2024] [Indexed: 07/16/2024] Open
Abstract
Immune checkpoint inhibitors (ICIs) demonstrate durable responses, long-term survival benefits, and improved outcomes in cancer patients compared to chemotherapy. However, the majority of cancer patients do not respond to ICIs, and a high proportion of those patients who do respond to ICI therapy develop innate or acquired resistance to ICIs, limiting their clinical utility. The most studied predictive tissue biomarkers for ICI response are PD-L1 immunohistochemical expression, DNA mismatch repair deficiency, and tumour mutation burden, although these are weak predictors of ICI response. The identification of better predictive biomarkers remains an important goal to improve the identification of patients who would benefit from ICIs. Here, we review established and emerging biomarkers of ICI response, focusing on epigenomic and genomic alterations in cancer patients, which have the potential to help guide single-agent ICI immunotherapy or ICI immunotherapy in combination with other ICI immunotherapies or agents. We briefly review the current status of ICI response biomarkers, including investigational biomarkers, and we present insights into several emerging and promising epigenomic biomarker candidates, including current knowledge gaps in the context of ICI immunotherapy response in melanoma patients.
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Affiliation(s)
- Sultana Mehbuba Hossain
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (S.M.H.); (C.C.)
- Maurice Wilkins Centre for Molecular Biodiscovery, Level 2, 3A Symonds Street, Auckland 1010, New Zealand
| | - Carien Carpenter
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (S.M.H.); (C.C.)
| | - Michael R. Eccles
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (S.M.H.); (C.C.)
- Maurice Wilkins Centre for Molecular Biodiscovery, Level 2, 3A Symonds Street, Auckland 1010, New Zealand
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10
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Chen W, Yan YH, Young B, Pinto A, Jiang Q, Song N, Yaseen A, Yao W, Zhang DY, Zhang JX. Microsatellite Instability Detection in Cancer: A Multiplex qPCR Approach that Obviates the Need for Matching Normal Samples. Clin Chem 2024; 70:830-840. [PMID: 38581343 DOI: 10.1093/clinchem/hvae045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 03/07/2024] [Indexed: 04/08/2024]
Abstract
BACKGROUND Microsatellite instability (MSI) indicates DNA mismatch repair deficiency in certain types of cancer, such as colorectal cancer. The current gold standard technique, PCR-capillary electrophoresis (CE), requires matching normal samples and specialized instrumentation. We developed VarTrace, a rapid and low-cost quantitative PCR (qPCR) assay, to evaluate MSI using solely the tumor sample DNA, obviating the requirement for matching normal samples. METHODS One hundred and one formalin-fixed paraffin-embedded (FFPE) tumor samples were tested using VarTrace and compared with the Promega OncoMate assay utilizing PCR-CE. Tumor percentage limit of detection was evaluated on contrived samples derived from clinical high MSI (MSI-H) samples. Analytical sensitivity, specificity, limit of detection, and input requirements were assessed using synthetic commercial reference standards. RESULTS VarTrace successfully analyzed all 101 clinical FFPE samples, demonstrating 100% sensitivity and 98% specificity compared to OncoMate. It detected MSI-H with 97% accuracy down to 10% tumor. Analytical studies using synthetic samples showed a limit of detection of 5% variant allele frequency and a limit of input of 0.5 ng. CONCLUSIONS This study validates VarTrace as a swift, accurate, and economical assay for MSI detection in samples with low tumor percentages without the need for matching normal DNA. VarTrace's capacity for highly sensitive MSI analysis holds potential for enhancing the efficiency of clinical work flows and broadening the availability of this test.
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Affiliation(s)
- Wei Chen
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - Yan Helen Yan
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - Blake Young
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - Alessandro Pinto
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - Qi Jiang
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - Nanjia Song
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - Adam Yaseen
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - Weijie Yao
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
| | - David Yu Zhang
- NuProbe USA, R&D and Innovation Department, Houston, TX, United States
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11
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Sappenfield R, Mehlhaff E, Miller D, Ebben JE, Uboha NV. Current and Future Biomarkers in Esophagogastric Adenocarcinoma. J Gastrointest Cancer 2024; 55:549-558. [PMID: 38280174 DOI: 10.1007/s12029-023-01007-1] [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] [Accepted: 12/23/2023] [Indexed: 01/29/2024]
Abstract
PURPOSE Biomarker-based therapies have shown improved patient outcomes across various cancer types. The purpose of this review to summarize our knowledge of current and future biomarkers in esophagogastric adenocarcinoma (EGA). METHODS In this publication, we will review current standard biomarkers in patients with upper GI cancers. We will also discuss novel biomarkers that are under investigations and their associated therapies that are currently in clinical trials. RESULTS EGAa are a group of heterogeneous diseases, both anatomically and molecularly. There are several established biomarkers (HER2, PD-L1, microsattelite instability or mismatch repair protein expression) that allow for individualized treatments for patients with these cancers. There are also several emerging biomarkers for EGA, some of which have clinically relevant associated therapies. Claudin 18.2 is the furthest along among these. Anti-claudin antibody, zolbetuximab, improved overall survival in biomarker select patients with advanced GEA in two phase 3 studies. Other novel biomarkers, such as FGFR2b and DKN01, are also in the process of validation, and treatments based on the presence of these biomarkers are currently in clinical studies. CONCLUSION Ongoing efforts to identify novel biomarkers in EGA have led to enhanced subclassification of upper GI cancers. These advances, coupled with the strategic application of targeted therapies and immunotherapy when appropriate, hold promise to further improve patients outcomes.
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Affiliation(s)
- Ryan Sappenfield
- Department of Pathology and Laboratory Medicine, University of Wisconsin, Madison, WI, 53792, USA
| | - Eric Mehlhaff
- Division of Hematology, Medical Oncology and Palliative Care, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, 53792, USA
| | - Devon Miller
- Division of Hematology, Medical Oncology and Palliative Care, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, 53792, USA
| | - Johnathan E Ebben
- Division of Hematology, Medical Oncology and Palliative Care, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, 53792, USA
| | - Nataliya V Uboha
- Division of Hematology, Medical Oncology and Palliative Care, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, 53792, USA.
- University of Wisconsin Carbone Cancer Center, 600 Highland Avenue, Madison, WI, 53792, USA.
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12
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Williams EA, Vegas I, El-Senduny FF, Zhang J, Mata DA, Hiemenz MC, Hughes SR, Sa BC, Kraft GP, Gorbatov N, Foley-Peres K, Sanchez EZ, Milikowski C, Williams KJ, Ross JS, Kurzrock R, Montgomery EA, Lombard DB, Kumar S. Pan-cancer Genomic Analysis of AXL Mutations Reveals a Novel, Recurrent, Functionally Activating AXL W451C Alteration Specific to Myxofibrosarcoma. Am J Surg Pathol 2024; 48:699-707. [PMID: 38369783 PMCID: PMC11093512 DOI: 10.1097/pas.0000000000002191] [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] [Indexed: 02/20/2024]
Abstract
Myxofibrosarcoma (MFS) is a common soft tissue sarcoma of the elderly that typically shows low tumor mutational burden, with mutations in TP53 and in genes associated with cell cycle checkpoints ( RB1 , CDKN2A ). Unfortunately, no alterations or markers specific to MFS have been identified and, as a consequence, there are no effective targeted therapies. The receptor tyrosine kinase AXL, which drives cellular proliferation, is targetable by new antibody-based therapeutics. Expression of AXL messenger RNA is elevated in a variety of sarcoma types, with the highest levels reported in MFS, but the pathogenic significance of this finding remains unknown. To assess a role for AXL abnormalities in MFS, we undertook a search for AXL genomic alterations in a comprehensive genomic profiling database of 463,546 unique tumors (including 19,879 sarcomas, of which 315 were MFS) interrogated by targeted next-generation DNA and/or RNA sequencing. Notably, the only genomic alterations recurrent in a specific sarcoma subtype were AXL W451C (n = 8) and AXL W450C (n = 2) mutations. The tumors involved predominantly older adults (age: 44 to 81 [median: 72] y) and histologically showed epithelioid and spindle-shaped cells in a variably myxoid stroma, with 6 cases diagnosed as MFS, 3 as undifferentiated pleomorphic sarcoma (UPS), and 1 as low-grade sarcoma. The AXL W451C mutation was not identified in any non-sarcoma malignancy. A review of publicly available data sets revealed a single AXL W451C-mutant case of UPS that clustered with MFS/UPS by methylation profiling. Functional studies revealed a novel activation mechanism: the W451C mutation causes abnormal unregulated dimerization of the AXL receptor tyrosine kinase through disulfide bond formation between pairs of mutant proteins expressing ectopic cysteine residues. This dimerization triggers AXL autophosphorylation and activation of downstream ERK signaling. We further report sarcomas of diverse histologic subtypes with AXL gene amplifications, with the highest frequency of amplification identified in MFS cases without the W451C mutation. In summary, the activating AXL W451C mutation appears highly specific to MFS, with a novel mechanism to drive unregulated signaling. Moreover, AXL gene amplifications and messenger RNA overexpression are far more frequent in MFS than in other sarcoma subtypes. We conclude that these aberrations in AXL are distinct features of MFS and may aid diagnosis, as well as the selection of available targeted therapies.
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Affiliation(s)
- Erik A. Williams
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
- Department of Pathology, Jackson Memorial Hospital, Miami, FL
| | - Isabella Vegas
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | - Fardous F. El-Senduny
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | - Jessica Zhang
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | | | | | | | - Brianna C. Sa
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | - Garrett P. Kraft
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | - Nicole Gorbatov
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | | | | | - Clara Milikowski
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | - Kevin Jon Williams
- Departments of Physiology and Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA
| | - Jeffrey S. Ross
- Department of Pathology, Jackson Memorial Hospital, Miami, FL
- Department of Pathology, State University of New York Upstate Medical University, Syracuse, NY
| | - Razelle Kurzrock
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Elizabeth A. Montgomery
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
| | - David B. Lombard
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
- Department of Pathology, Jackson Memorial Hospital, Miami, FL
- Department of Pathology, Miami VA Healthcare System, Miami, FL
| | - Surinder Kumar
- Department of Pathology and Laboratory Medicine, University of Miami, Sylvester Comprehensive Cancer Center
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13
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Leary JB, Enright T, Bakaloudi DR, Basnet A, Bratslavsky G, Jacob J, Spiess PE, Li R, Necchi A, Kamat AM, Pavlick DC, Danziger N, Huang RSP, Lin DI, Cheng L, Ross J, Talukder R, Grivas P. Frequency and Nature of Genomic Alterations in ERBB2-Altered Urothelial Bladder Cancer. Target Oncol 2024; 19:447-458. [PMID: 38570422 DOI: 10.1007/s11523-024-01056-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/14/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Human epidermal growth factor-2 (HER2) overexpression is an oncogenic driver in many solid tumors, including urothelial bladder cancer (UBC). In addition, activating mutations in the ERBB2 gene have been shown to play an oncogenic role similar to ERBB2 amplification. OBJECTIVE To describe and compare the frequency and nature of genomic alterations (GA) of ERBB2-altered (mutations, amplification) and ERBB2 wild-type UBC. PATIENTS AND METHODS Using a hybrid capture-based comprehensive profiling assay, 9518 UBC cases were grouped by ERBB2 alteration and evaluated for all classes of genomic alterations (GA), tumor mutational burden (TMB), microsatellite instability (MSI), genome-wide loss of heterozygosity (gLOH), and genomic mutational signature. PD-L1 expression was measured by immunohistochemistry (Dako 22C3). Categorical statistical comparisons were performed using Fisher's exact tests. RESULTS A total of 602 (6.3%) UBC cases featured ERBB2 extracellular domain short variant (SV) GA (ECDmut+), 253 (2.7%) cases featured ERBB2 kinase domain SV GA (KDmut+), 866 (9.1%) cases had ERBB2 amplification (amp+), and 7797 (81.9%) cases were ERBB2 wild-type (wt). European genetic ancestry of ECDmut+ was higher than ERBB2wt. Numerous significant associations were observed when comparing GA by group. Notably among these, CDKN2A/MTAP loss were more frequent in ERBB2wt versus ECDmut+ and amp+. ERBB3 GA were more frequent in ECDmut+ and KDmut+ than ERBB2wt. TERT GA were more frequent in ECDmut+, KDmut+, and amp+ versus ERBB2wt. TOP2A amplification was significantly more common in ECDmut+ and amp+ versus ERBB2wt, and TP53 SV GA were significantly higher in ERBB2 amp+ versus ERBB2wt. Mean TMB levels were significantly higher in ECDmut+, KDmut+, and amp+ than in ERBB2wt. Apolipoprotein B mRNA-editing enzyme, catalytic polypeptides (APOBEC) signature was more frequent in ECDmut+, KDmut+, and amp+ versus ERBB2wt. No significant differences were observed in PD-L1 status between groups, while gLOH-high status was more common in amp+ versus ERBB2wt. MSI-high status was more frequent in KDmut+ versus ERBB2wt, and in ERBB2wt than in amp+. CONCLUSIONS We noted important differences in co-occurring GA in ERBB2-altered (ECDmut+, KDmut+, amp+) versus ERBB2wt UBC, as well as higher mean TMB and higher APOBEC mutational signature in the ERBB2-altered groups. Our results can help refine future clinical trial designs and elucidate possible response and resistance mechanisms for ERBB2-altered UBC.
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Affiliation(s)
- Jacob B Leary
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Thomas Enright
- Department of Medicine, University of Washington, Seattle, WA, USA
| | | | - Alina Basnet
- SUNY Upstate Medical University, Syracuse, NY, USA
| | | | - Joseph Jacob
- SUNY Upstate Medical University, Syracuse, NY, USA
| | - Philippe E Spiess
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Roger Li
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Andrea Necchi
- Department of Medical Oncology, IRCCS Ospedale San Raffaele, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | | | | | | | | | | | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School at Brown University, Providence, RI, USA
- Legoretta Cancer Center at Brown University, Providence, RI, USA
- Lifespan Academic Medical Center, Providence, RI, USA
| | | | | | - Petros Grivas
- Department of Medicine, University of Washington, Seattle, WA, USA.
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
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14
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Yamamoto H, Arai H, Oikawa R, Umemoto K, Takeda H, Mizukami T, Kubota Y, Doi A, Horie Y, Ogura T, Izawa N, Moore JA, Sokol ES, Sunakawa Y. The Molecular Landscape of Gastric Cancers for Novel Targeted Therapies from Real-World Genomic Profiling. Target Oncol 2024; 19:459-471. [PMID: 38613733 DOI: 10.1007/s11523-024-01052-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/08/2024] [Indexed: 04/15/2024]
Abstract
BACKGROUND Panel-based comprehensive genomic profiling is used in clinical practice worldwide; however, large real-world datasets of patients with advanced gastric cancer are not well known. OBJECTIVE We investigated what differences exist in clinically relevant alterations for molecularly defined or age-stratified subgroups. METHODS This was a collaborative biomarker study of a real-world dataset from comprehensive genomic profiling testing (Foundation Medicine, Inc.). Hybrid capture was carried out on at least 324 cancer-related genes and select introns from 31 genes frequently rearranged in cancer. Overall, 4634 patients were available for analyses and were stratified by age (≥ 40/< 40 years), microsatellite instability status, tumor mutational burden status (high 10 ≥ /low < 10 Muts/Mb), Epstein-Barr virus status, and select gene alterations. We analyzed the frequency of alterations with a chi-square test with Yate's correction. RESULTS Genes with frequent alterations included TP53 (60.1%), ARID1A (19.6%), CDKN2A (18.2%), KRAS (16.6%), and CDH1 (15.8%). Differences in comprehensive genomic profiling were observed according to molecularly defined or age-stratified subgroups. Druggable genomic alterations were detected in 31.4% of patients; ATM (4.4%), BRAF V600E (0.4%), BRCA1 (1.5%), BRCA2 (2.9%), ERBB2 amplification (9.2%), IDH1 (0.2%), KRAS G12C (0.7%), microsatellite instability-high (4.8%), NTRK1/2/3 fusion (0.13%), PIK3CA mutation (11.4%), and tumor mutational burden-high (9.4%). CDH1 alterations and MET amplification were significantly more frequent in patients aged < 40 years (27.7 and 6.2%) than in those aged ≥ 40 years (14.7 and 4.0%). CONCLUSIONS Real-world datasets from clinical panel testing revealed the genomic landscape in gastric cancer by subgroup. These findings provide insights for the current therapeutic strategies and future development of treatments in gastric cancer.
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Affiliation(s)
- Hiroyuki Yamamoto
- Department of Bioinformatics, St. Marianna University Graduate School of Medicine, 2-16-1 Sugao, Miyamae-ku, Kawasaki, Kanagawa, 216-8511, Japan.
- Department of Gastroenterology, St. Marianna University School of Medicine, Kawasaki, Japan.
| | - Hiroyuki Arai
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Ritsuko Oikawa
- Department of Gastroenterology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Kumiko Umemoto
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Hiroyuki Takeda
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Takuro Mizukami
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Yohei Kubota
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Ayako Doi
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Yoshiki Horie
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Takashi Ogura
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Naoki Izawa
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Jay A Moore
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Ethan S Sokol
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Yu Sunakawa
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
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15
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Wilbur HC, Le DT, Agarwal P. Immunotherapy of MSI Cancer: Facts and Hopes. Clin Cancer Res 2024; 30:1438-1447. [PMID: 38015720 DOI: 10.1158/1078-0432.ccr-21-1935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 09/14/2023] [Accepted: 11/06/2023] [Indexed: 11/30/2023]
Abstract
Microsatellite instability (MSI) is a tumor molecular phenotype that evolves from loss of function in the mismatch repair (MMR) proteins through deleterious germline mutations, epigenetic inactivation, or somatic biallelic mutations. This phenotype is characterized by genomic hyper-mutability, increased neoantigen expression, and a favorable, immune-rich tumor microenvironment. These features confer a greater likelihood of response to treatment with the class of agents known as immune checkpoint inhibitors (ICI) and, potentially, other immune-based therapeutics. MSI as a predictive biomarker for response to treatment with ICIs ultimately led to the first tissue-agnostic approval of pembrolizumab for advanced, previously treated MSI or deficient MMR (dMMR) tumors. Nevertheless, response to ICIs in dMMR/MSI tumors is not universal. Identifying predictors of response and elucidating mechanisms of immune escape will be crucial to continued successful treatment of this subset. In this review, we aim to describe the pathogenesis and key immunologic features of dMMR/MSI tumors, provide a brief overview of the currently approved treatments, and discuss promising novel immune-based therapeutics currently under investigation.
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Affiliation(s)
- H Catherine Wilbur
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
| | - Dung T Le
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
| | - Parul Agarwal
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
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16
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Nádorvári ML, Lotz G, Kulka J, Kiss A, Tímár J. Microsatellite instability and mismatch repair protein deficiency: equal predictive markers? Pathol Oncol Res 2024; 30:1611719. [PMID: 38655493 PMCID: PMC11036414 DOI: 10.3389/pore.2024.1611719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 03/27/2024] [Indexed: 04/26/2024]
Abstract
Current clinical guidelines recommend mismatch repair (MMR) protein immunohistochemistry (IHC) or molecular microsatellite instability (MSI) tests as predictive markers of immunotherapies. Most of the pathological guidelines consider MMR protein IHC as the gold standard test to identify cancers with MMR deficiency and recommend molecular MSI tests only in special circumstances or to screen for Lynch syndrome. However, there are data in the literature which suggest that the two test types may not be equal. For example, molecular epidemiology studies reported different rates of deficient MMR (dMMR) and MSI in various cancer types. Additionally, direct comparisons of the two tests revealed relatively frequent discrepancies between MMR IHC and MSI tests, especially in non-colorectal and non-endometrial cancers and in cases with unusual dMMR phenotypes. There are also scattered clinical data showing that the efficacy of immune checkpoint inhibitors is different if the patient selection was based on dMMR versus MSI status of the cancers. All these observations question the current dogma that dMMR phenotype and genetic MSI status are equal predictive markers of the immunotherapies.
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Affiliation(s)
| | | | | | | | - József Tímár
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
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17
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Qin Y, Huo M, Liu X, Li SC. Biomarkers and computational models for predicting efficacy to tumor ICI immunotherapy. Front Immunol 2024; 15:1368749. [PMID: 38524135 PMCID: PMC10957591 DOI: 10.3389/fimmu.2024.1368749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 02/27/2024] [Indexed: 03/26/2024] Open
Abstract
Numerous studies have shown that immune checkpoint inhibitor (ICI) immunotherapy has great potential as a cancer treatment, leading to significant clinical improvements in numerous cases. However, it benefits a minority of patients, underscoring the importance of discovering reliable biomarkers that can be used to screen for potential beneficiaries and ultimately reduce the risk of overtreatment. Our comprehensive review focuses on the latest advancements in predictive biomarkers for ICI therapy, particularly emphasizing those that enhance the efficacy of programmed cell death protein 1 (PD-1)/programmed cell death-ligand 1 (PD-L1) inhibitors and cytotoxic T-lymphocyte antigen-4 (CTLA-4) inhibitors immunotherapies. We explore biomarkers derived from various sources, including tumor cells, the tumor immune microenvironment (TIME), body fluids, gut microbes, and metabolites. Among them, tumor cells-derived biomarkers include tumor mutational burden (TMB) biomarker, tumor neoantigen burden (TNB) biomarker, microsatellite instability (MSI) biomarker, PD-L1 expression biomarker, mutated gene biomarkers in pathways, and epigenetic biomarkers. TIME-derived biomarkers include immune landscape of TIME biomarkers, inhibitory checkpoints biomarkers, and immune repertoire biomarkers. We also discuss various techniques used to detect and assess these biomarkers, detailing their respective datasets, strengths, weaknesses, and evaluative metrics. Furthermore, we present a comprehensive review of computer models for predicting the response to ICI therapy. The computer models include knowledge-based mechanistic models and data-based machine learning (ML) models. Among the knowledge-based mechanistic models are pharmacokinetic/pharmacodynamic (PK/PD) models, partial differential equation (PDE) models, signal networks-based models, quantitative systems pharmacology (QSP) models, and agent-based models (ABMs). ML models include linear regression models, logistic regression models, support vector machine (SVM)/random forest/extra trees/k-nearest neighbors (KNN) models, artificial neural network (ANN) and deep learning models. Additionally, there are hybrid models of systems biology and ML. We summarized the details of these models, outlining the datasets they utilize, their evaluation methods/metrics, and their respective strengths and limitations. By summarizing the major advances in the research on predictive biomarkers and computer models for the therapeutic effect and clinical utility of tumor ICI, we aim to assist researchers in choosing appropriate biomarkers or computer models for research exploration and help clinicians conduct precision medicine by selecting the best biomarkers.
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Affiliation(s)
- Yurong Qin
- Department of Computer Science, City University of Hong Kong, Kowloon, China
- City University of Hong Kong Shenzhen Research Institute, Shenzhen, Guangdong, China
| | - Miaozhe Huo
- Department of Computer Science, City University of Hong Kong, Kowloon, China
- City University of Hong Kong Shenzhen Research Institute, Shenzhen, Guangdong, China
| | - Xingwu Liu
- School of Mathematical Sciences, Dalian University of Technology, Dalian, Liaoning, China
| | - Shuai Cheng Li
- Department of Computer Science, City University of Hong Kong, Kowloon, China
- City University of Hong Kong Shenzhen Research Institute, Shenzhen, Guangdong, China
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18
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Makawita S, Lee S, Kong E, Kwong LN, Abouelfetouh Z, Danner De Armas A, Xiao L, Murugesan K, Danziger N, Pavlick D, Korkut A, Ross JS, Javle M. Comprehensive Immunogenomic Profiling of IDH1-/ 2-Altered Cholangiocarcinoma. JCO Precis Oncol 2024; 8:e2300544. [PMID: 38547421 PMCID: PMC10994443 DOI: 10.1200/po.23.00544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 12/13/2023] [Accepted: 02/01/2024] [Indexed: 04/02/2024] Open
Abstract
PURPOSE Isocitrate dehydrogenase (IDH)1/2 genomic alterations (GA) occur in 20% of intrahepatic cholangiocarcinoma (iCCA); however, the immunogenomic landscape of IDH1-/2-mutated iCCA is largely unknown. METHODS Comprehensive genomic profiling (CGP) was performed on 3,067 cases of advanced iCCA. Tumor mutational burden (TMB), PD-L1 expression (Dako 22C3), microsatellite instability (MSI), and genomic loss of heterozygosity (gLOH) as a surrogate marker for homologous recombination deficiency were examined. RNA sequencing of 73 patient samples was analyzed for differences in stromal/immune cell infiltration, immune marker expression, and T-cell inflammation. Tissue microarray arrays were subjected to multiplex immunohistochemistry and colocalization analysis in 100 surgical samples. Retrospective clinical data were collected for 501 patients with cholangiocarcinoma to examine median overall survival (mOS) in IDH1/2+ versus IDHwt. RESULTS Of 3,067 iCCA cases subjected to CGP, 426 (14%) were IDH1+ and 125 (4%) were IDH2+. IDH1 GA included R132C (69%) and R132L/G/S/H/F (16%/7%/4%/3%/<1%). IDH2 GA occurred at R172 (94.4%) and R140 (6.6%). No significant difference was seen in median gLOH between IDH1+ versus IDHwt iCCA (P = .37), although patterns of comutations differed. MSI-High (P = .009), TMB ≥10 mut/Mb (P < .0001), and PD-L1 positivity were lower in IDH1/2+ versus IDHwt iCCA. Resting natural killer cell population, CD70, and programmed cell death 1 expression were significantly higher in non-IDH1-mutated cases, whereas V-set domain containing T-cell activation inhibitor 1 (B7-H4) expression was significantly higher in IDH1+. No significant difference in mOS was observed between IDH1/2+ versus IDHwt patients. CONCLUSION Significant differences in GA and immune biomarkers are noted between IDH1/2+ and IDHwt iCCA. IDH1-/2-mutated tumors appear immunologically cold without gLOH. These immunogenomic data provide insight for precision targeting of iCCA with IDH alterations.
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Affiliation(s)
- Shalini Makawita
- Department of Hematology & Oncology, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX
| | - Sunyoung Lee
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Elisabeth Kong
- Department of Bioinformatics and Computational Biology, The University of Texas MD, Houston, TX
| | - Lawrence N. Kwong
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Anaemy Danner De Armas
- Department of Pediatrics-Diabetes and Endocrinology, Baylor College of Medicine, Houston, TX
| | - Lianchun Xiao
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Natalie Danziger
- Cancer Genomics Research and Pathology, Foundation Medicine Inc, Cambridge, MA
| | - Dean Pavlick
- Cancer Genomics Research and Pathology, Foundation Medicine Inc, Cambridge, MA
| | - Anil Korkut
- Department of Bioinformatics and Computational Biology, The University of Texas MD, Houston, TX
| | - Jeffrey S. Ross
- Cancer Genomics Research and Pathology, Foundation Medicine Inc, Cambridge, MA
- Departments of Pathology, Urology and Medicine (Oncology), Upstate Medical University, Syracuse, NY
| | - Milind Javle
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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19
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Posada JM, Yakirevich E, Kamat AM, Sood A, Jacob JM, Bratslavsky G, Grivas P, Spiess PE, Li R, Necchi A, Mega AE, Golijanin DJ, Pavlick D, Huang RSP, Lin D, Danziger N, Sokol ES, Sivakumar S, Ross JS, Cheng L. Characterizing the Genomic Landscape of the Micropapillary Subtype of Urothelial Carcinoma of the Bladder Harboring Activating Extracellular Mutations of ERBB2. Mod Pathol 2024; 37:100424. [PMID: 38219954 DOI: 10.1016/j.modpat.2024.100424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 12/02/2023] [Accepted: 01/07/2024] [Indexed: 01/16/2024]
Abstract
The micropapillary subtype of urothelial carcinoma (MPUC) of the bladder is a very aggressive histological variant of urothelial bladder cancer (UBC). A high frequency of MPUC contains activating mutations in the extracellular domain (ECD) of ERBB2. We sought to further characterize ERBB2 ECD-mutated MPUC to identify additional genomic alterations that have been associated with tumor progression and therapeutic response. In total, 5,485 cases of archived formalin-fixed, paraffin-embedded UBC underwent comprehensive genomic profiling to identify ERBB2 ECD-mutated MPUC and evaluate the frequencies of genomic co-alterations. We identified 219 cases of UBC with ERBB2 ECD mutations (74% S310F and 26% S310Y), of which 63 (28.8%) were MPUC. Genomic analysis revealed that TERT, TP53, and ARID1A were the most common co-altered genes in ERBB2-mutant MPUC (82.5%, 58.7%, and 39.7%, respectively) and did not differ from ERBB2-mutant non-MPUC (86.5%, 51.9%, and 35.3%). The main differences between ERBB2 ECD-mutated MPUC compared with non-MPUC were KMT2D, RB1, and MTAP alterations. KMT2D and RB1 are tumor-suppressor genes. KMT2D frequency was significantly decreased in ERBB2 ECD-mutated MPUC (6.3%) in contrast to non-MPUC (27.6%; P < .001). RB1 mutations were more frequent in ERBB2 ECD-mutated MPUC (33.3%) than in non-MPUC (17.3%; P = .012). Finally, MTAP loss, an emerging biomarker for new synthetic lethality-based anticancer drugs, was less frequent in ERBB2 ECD-mutated MPUC (11.1%) than in non-MPUC (26.9%; P = .018). Characterizing the genomic landscape of MPUC may not only improve our fundamental knowledge about this aggressive morphological variant of UBC but also has the potential to identify possible prognostic and predictive biomarkers that may drive tumor progression and dictate treatment response to therapeutic approaches.
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Affiliation(s)
- Jessica M Posada
- Department of Pathology and Laboratory Medicine, The Warren Albert Medical School of Brown University, Lifespan Academic Medical Center, and the Legorreta Cancer Center at Brown University, Providence, Rhode Island; Laboratory of Systems Cancer Biology, The Rockefeller University, New York, New York
| | - Evgeny Yakirevich
- Department of Pathology and Laboratory Medicine, The Warren Albert Medical School of Brown University, Lifespan Academic Medical Center, and the Legorreta Cancer Center at Brown University, Providence, Rhode Island
| | - Ashish M Kamat
- Department of Urology, the University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Akshay Sood
- Department of Urology, The James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | | | | | - Petros Grivas
- Fred Hutchinson Cancer Center, University of Washington, Seattle, Washington
| | - Philippe E Spiess
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Roger Li
- Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, Florida
| | - Andrea Necchi
- San Raffaele Hospital and Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Anthony E Mega
- Division of Hematology and Oncology, The Warren Alpert Medical School of Brown University, Lifespan Cancer Institute, Providence, Rhode Island
| | - Dragan J Golijanin
- Division of Urology, Department of Surgery, Brown University, The Miriam Hospital, Providence, Rhode Island
| | - Dean Pavlick
- Foundation Medicine Inc., Cambridge, Massachusetts
| | | | - Douglas Lin
- Foundation Medicine Inc., Cambridge, Massachusetts
| | | | | | | | - Jeffrey S Ross
- Upstate Medical University, Syracuse, New York; Foundation Medicine Inc., Cambridge, Massachusetts.
| | - Liang Cheng
- Department of Pathology and Laboratory Medicine, The Warren Albert Medical School of Brown University, Lifespan Academic Medical Center, and the Legorreta Cancer Center at Brown University, Providence, Rhode Island.
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20
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Nádorvári ML, Kenessey I, Kiss A, Barbai T, Kulka J, Rásó E, Tímár J. Comparison of standard mismatch repair deficiency and microsatellite instability tests in a large cancer series. J Transl Med 2024; 22:150. [PMID: 38350968 PMCID: PMC10863158 DOI: 10.1186/s12967-024-04960-y] [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: 10/17/2023] [Accepted: 02/07/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND The tumor-agnostic indication of immune checkpoint inhibitors to treat cancers with mismatch repair deficiency (dMMR)/microsatellite instability (MSI) increased the demand for such tests beyond Lynch syndrome. International guideline recommendations accept immunohistochemistry (IHC) for dMMR or molecular techniques (PCR or NGS) for MSI status determinations considering the two tests are equal, although there are scattered reports contradicting to this presumption. MATERIALS AND METHODS Here we have directly compared four protein MMR immunohistochemistry (IHC) to MSI Pentaplex PCR test in a large cancer patient cohort (n = 1306) of our diagnostic center where the two tests have been run parallel in 703 cases. RESULTS In this study we have found a high discrepancy rate (19.3%) of the two tests which was independent of the tumor types. The MSI PCR sensitivity for MMR IHC status was found to be very low resulting in a relatively low positive and negative predicting values. As a consequence, the correlation of the two tests was low (kappa < 0.7). During analysis of the possible contributing factors of this poor performance, we have excluded low tumor percentage of the samples, but identified dMMR phenotypes (classic versus non-classic or unusual) as possible contributors. CONCLUSION Although our cohort did not include samples with identified technical errors, our data strongly support previous reports that unidentified preanalytical factors might have the major influence on the poor performance of the MSI PCR and MMR IHC. Furthermore, the case is open whether the two test types are equally powerful predictive markers of immunotherapies.
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Affiliation(s)
- Maja L Nádorvári
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - István Kenessey
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - András Kiss
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Tamás Barbai
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Janina Kulka
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Erzsébet Rásó
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - József Tímár
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary.
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21
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Nguyen Hoang TP, Nguyen TA, Tran NHB, Nguyen Hoang VA, Thi Dao HT, Tran VU, Nguyen YN, Nguyen AT, Nguyen Thi CT, Do Thi TT, Nguyen DS, Nguyen HN, Giang H, Tu LN. Analytical validation and clinical utilization of K-4CARE™: a comprehensive genomic profiling assay with personalized MRD detection. Front Mol Biosci 2024; 11:1334808. [PMID: 38404964 PMCID: PMC10886136 DOI: 10.3389/fmolb.2024.1334808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 01/26/2024] [Indexed: 02/27/2024] Open
Abstract
Background: Biomarker testing has gradually become standard of care in precision oncology to help physicians select optimal treatment for patients. Compared to single-gene or small gene panel testing, comprehensive genomic profiling (CGP) has emerged as a more time- and tissue-efficient method. This study demonstrated in-depth analytical validation of K-4CARE, a CGP assay that integrates circulating tumor DNA (ctDNA) tracking for residual cancer surveillance. Methods: The assay utilized a panel of 473 cancer-relevant genes with a total length of 1.7 Mb. Reference standards were used to evaluate limit of detection (LOD), concordance, sensitivity, specificity and precision of the assay to detect single nucleotide variants (SNVs), small insertion/deletions (Indels), gene amplification and fusion, microsatellite instability (MSI) and tumor mutational burden (TMB). The assay was then benchmarked against orthogonal methods using 155 clinical samples from 10 cancer types. In selected cancers, top tumor-derived somatic mutations, as ranked by our proprietary algorithm, were used to detect ctDNA in the plasma. Results: For detection of somatic SNVs and Indels, gene fusion and amplification, the assay had sensitivity of >99%, 94% and >99% respectively, and specificity of >99%. Detection of germline variants also achieved sensitivity and specificity of >99%. For TMB measurement, the correlation coefficient between whole-exome sequencing and our targeted panel was 97%. MSI analysis when benchmarked against polymerase chain reaction method showed sensitivity of 94% and specificity of >99%. The concordance between our assay and the TruSight Oncology 500 assay for detection of somatic variants, TMB and MSI measurement was 100%, 89%, and 98% respectively. When CGP-informed mutations were used to personalize ctDNA tracking, the detection rate of ctDNA in liquid biopsy was 79%, and clinical utility in cancer surveillance was demonstrated in 2 case studies. Conclusion: K-4CARE™ assay provides comprehensive and reliable genomic information that fulfills all guideline-based biomarker testing for both targeted therapy and immunotherapy. Integration of ctDNA tracking helps clinicians to further monitor treatment response and ultimately provide well-rounded care to cancer patients.
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Affiliation(s)
- Thien-Phuc Nguyen Hoang
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Tien Anh Nguyen
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Nam H. B. Tran
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Van-Anh Nguyen Hoang
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Hong Thuy Thi Dao
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Vu-Uyen Tran
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Yen Nhi Nguyen
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Anh Tuan Nguyen
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Cam Tu Nguyen Thi
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | | | - Duy Sinh Nguyen
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Hoai-Nghia Nguyen
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Hoa Giang
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
| | - Lan N. Tu
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
- Gene Solutions, Ho Chi Minh City, Vietnam
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22
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Heilmann AM, Riess JW, McLaughlin-Drubin M, Huang RSP, Hjulstrom M, Creeden J, Alexander BM, Erlich RL. Insights of Clinical Significance From 109 695 Solid Tumor Tissue-Based Comprehensive Genomic Profiles. Oncologist 2024; 29:e224-e236. [PMID: 37682776 PMCID: PMC10836312 DOI: 10.1093/oncolo/oyad251] [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: 11/06/2022] [Accepted: 08/06/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND FoundationOneCDx is approved in the US and Japan as a companion diagnostic test to identify patients with cancer who may benefit from treatment with 30 drug therapies in the US and 23 in Japan. Tumor profiling with FoundationOneCDx also detects genomic findings with evidence of clinical significance that may inform clinical care decisions beyond companion diagnostic claims. This observational study reports the breadth and impact of clinical decision insights from FoundationOneCDx solid tumor profiles. MATERIALS AND METHODS Consecutive test result reports for patients with solid tumor diagnoses (n = 109 695) were retrospectively analyzed for clinically significant predictive, prognostic, and diagnostic genomic alterations and signatures, determined in accordance with professional guidelines. Interventional clinical trials with targeted therapies or immune checkpoint inhibitors were matched to tumor profiles based on evidence that the genomic finding may be an actionable, investigational, or hypothetical target in the patient's tumor type. RESULTS In 14 predefined cancer types (80.7% of analyzed solid tumors), predictive, prognostic, and diagnostic markers were reported in 47.6%, 13.2%, and 4.5% of samples, respectively, accounting for a total of 51.2% of tumor profiles. Pan-cancer predictive markers of tumor mutational burden (TMB) of 10 or more mutations per megabase, high microsatellite instability (MSI), or NTRK1/2/3 fusions were observed in 15.6%, 2.0%, and 0.1% of solid tumors, respectively. Most solid tumor profiles (89.2%) had genomic results that could theoretically inform decisions on the selection of immunotherapy and targeted therapy clinical trials. CONCLUSION For this real-world population of patients with FoundationOneCDx solid tumor profiles in the routine course of clinical care, clinically significant findings were reported for approximately half of patients with genomic results.
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Affiliation(s)
| | - Jonathan W Riess
- University of California Davis Comprehensive Cancer Center, Sacramento, CA, USA
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23
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Zhang P, Wang A, Bian C, Zhang J, Jiang C, Zhou H. Evaluation of mismatch-repair and microsatellite-instability status in a Chinese colorectal cancer Cohort. Asian J Surg 2024; 47:959-967. [PMID: 38185557 DOI: 10.1016/j.asjsur.2023.12.176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 12/25/2023] [Indexed: 01/09/2024] Open
Abstract
BACKGROUND Immunohistochemistry (IHC) and traditional polymerase chain reaction (PCR) are the methods of choice in clinical practice to identify the mismatch repair (MMR) and microsatellite instability (MSI) status in colorectal cancer (CRC). In some previous researches, the concordance rate between two methods was different and discordance existed in about 1 %-9.7 %. METHODS We retrospectively reviewed 406 patients received surgical CRC resections and tests of both MMR IHC and MSI PCR from January 2019 to April 2022 in Shanghai Changzheng Hospital. The incidence of deficient mismatch repair (dMMR) or microsatellite instability-high (MSI-H) CRCs, the concordance rate between two methods, and the reasons for discordant results were evaluated with clinicopathological data, immunochemical staining, whole-exome sequencing, and MLH1 methylation analysis. RESULTS Among 406 patients, the incidence of MSI-H CRCs was 7.88 %. Nearly a quarter of the cases under reexamination of IHC was initial misinterpreted. Besides, the concordance rate between MMR IHC and MSI PCR was 99.26 % (401 of 404) and the Kappa value was 0.945 (p < 0.001). Finally, some somatic variants of MMR and POLE genes which may explain the discordance were identified. CONCLUSION The incidence rate of MSI-H in Chinese patients with CRC might be relatively low owing to tumor location. Although MSI and IHC analyses are highly concordant, both MMR IHC and MSI PCR tests should be simultaneously performed and MMR IHC should be interpreted by experienced pathologists. In the future, further studies on discordant results should be carried out to improve the personalized management of CRC.
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Affiliation(s)
- Peng Zhang
- Department of Colorectal Surgery, Changzheng Hospital, Navy Medical University, Shanghai, China
| | - Anqi Wang
- Department of Colorectal Surgery, Changzheng Hospital, Navy Medical University, Shanghai, China
| | - Ce Bian
- Department of Colorectal Surgery, Changzheng Hospital, Navy Medical University, Shanghai, China
| | - Jing Zhang
- Division of Pathology, Changzheng Hospital, Navy Medical University, Shanghai, China
| | - Caifeng Jiang
- Department of Gastroenterology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, Jiangsu, China.
| | - Haiyang Zhou
- Department of Colorectal Surgery, Changzheng Hospital, Navy Medical University, Shanghai, China.
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24
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Vogel A, Murugesan K, Kendre G, Quintanilha JCF, Ross JS, Brummer T, Saborowski A. Association of RNF43 Genetic Alterations With BRAF V600E and MSI high in Colorectal Cancer. JCO Precis Oncol 2024; 8:e2300411. [PMID: 38394466 DOI: 10.1200/po.23.00411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 10/14/2023] [Accepted: 12/05/2023] [Indexed: 02/25/2024] Open
Abstract
PURPOSE Recent studies have provided evidence for a predictive value of RNF43 genetic alterations (GAs) as biomarkers for targeted therapies in microsatellite-stable (MSS) colorectal cancer (CRC). These data have the potential to prioritize treatment strategies in patients with BRAFV600E-mutant CRC and help to identify a subgroup that is more likely to derive benefit versus those patients for whom alternative treatment approaches are needed. We were therefore interested in defining the precise frequency of BRAFV600E and RNF43 GAs and their respective overlap in a large cohort of patients with CRC. METHODS To address this question, we performed a retrospective analysis that included 52,969 patients diagnosed with CRC from the FoundationCORE database. RESULTS We observed a striking association of RNF43 GAs with MSI and tumor mutational burden status and BRAFV600E mutations. Overall, 23% of MSS patients with confirmed BRAFV600E mutation harbor an RNF43 GA-which accounts for 1.1% of all patients with CRC and for 15.7% of all CRC BRAFV600E cases. CONCLUSION Ongoing phase III clinical trials, such as BREAKWATER, should aim to incorporate broader genetic profiling to further validate the superior sensitivity of patients with RNF43-mutant, MSS BRAFV600E CRC to anti-EGFR-/BRAFi-based therapies.
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Affiliation(s)
- Arndt Vogel
- Toronto General Hospital, Princess Margaret Cancer Centre, Toronto, ON, Canada
- Hannover Medical School, Hannover, Germany
| | | | - Gajanan Kendre
- Department of Life Science, National Institute of Technology Rourkela (NITR), Rourkela, India
| | | | | | - Tilman Brummer
- Institute of Molecular Medicine and Cell Research, ZBMZ, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Comprehensive Cancer Center Freiburg (CCCF), Medical Center, University of Freiburg, Freiburg, Germany
- Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Center for Biological Signalling Studies BIOSS, University of Freiburg, Freiburg, Germany
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Jin WH, Zhang L, Graf R, Raskina K, Tukachinsky H, Huang RSP, McGregor K, Alshalalfa M, Hougen HY, Khan A, Punnen S, Schrock AB, Venstrom J, Mahal BA. The Molecular, Immunologic, and Clinicodemographic Landscape of MYC-Amplified Advanced Prostate Cancer. Clin Genitourin Cancer 2024; 22:e163-e169.e1. [PMID: 37978032 DOI: 10.1016/j.clgc.2023.10.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/16/2023] [Accepted: 10/19/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND MYC is a commonly amplified, potentially targetable gene in prostate cancer (PCa). We sought to define the molecular, immunologic, and clinicodemographic landscape of MYC amplification (MYCamp) in advanced PCa to establish a rationale for personalized treatment combinations. METHODS Hybrid capture-based comprehensive genomic profiling (CGP) was performed on PCa tumor samples. MYCamp = copy number ≥6 (CN). Patients treated between January 2011 and December 2020 were selected from a nationwide deidentified (280 clinics) EHR-derived clinicogenomic database (CGDB). RESULTS Of 12,528 hormone-sensitive and castrate-resistant (CRPC) samples, MYCamp was detected in 10.6% (median CN = 8). MYCamp was more frequent in men with African versus European ancestry (12.9% vs. 10.2% P = .002), in metastatic vs. primary tissue (15.7% vs. 6.2% P < .001), and enriched in metastatic liver lesions (20.2%), but inversely associated with high microsatellite-instability (0.8% vs. 2.4%, P < .001). MYC CN≥15 was associated with PD-L1 expression (26.1% vs. 9.8%, P = .025). Amplification of AR, RAD21, LYN, CCND1, ZNF703, FGF3/4/19, and FGFR1 was enriched in MYCamp vs. MYCwt (all P < .001). In liquid samples with tumor fraction [TF]>0, MYCamp was detected in 2.0% (28/1,402), and 4.5% (20/445) with TF>20%. In the CGDB, (67 MYCamp and 658 MYCwt), patients received similar treatments; most received hormone therapies (35.8% MYCamp vs. 31.5% MYCwt) or chemotherapy (37.3% MYCamp vs. 27.7% MYCwt) as first therapy after CGP report. CONCLUSION MYCamp defines a biologically distinct subset of PCa patients and is characterized with multiple proxies of advanced disease. These data suggest that MYCamp may be prognostic; independent cohorts are needed to validate these findings.
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Affiliation(s)
- Will H Jin
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL.
| | | | | | | | | | | | | | - Mohamed Alshalalfa
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Helen Y Hougen
- Department of Urology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Anwar Khan
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | - Sanoj Punnen
- Department of Urology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
| | | | | | - Brandon A Mahal
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL
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26
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Evrard C, Cortes U, Ndiaye B, Bonnemort J, Martel M, Aguillon R, Tougeron D, Karayan-Tapon L. An Innovative and Accurate Next-Generation Sequencing-Based Microsatellite Instability Detection Method for Colorectal and Endometrial Tumors. J Transl Med 2024; 104:100297. [PMID: 38008183 DOI: 10.1016/j.labinv.2023.100297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 11/20/2023] [Accepted: 11/20/2023] [Indexed: 11/28/2023] Open
Abstract
The detection of microsatellite instability (MSI) and mismatch repair (MMR) deficiency has become mandatory for most tumors in recent years, owing to the development of immune checkpoint inhibitors as a highly effective therapy for MMR deficiency/MSI tumors. The timely and efficient detection of MSI is valuable, and new methods are increasingly being developed. To date, MMR assessment has been performed using immunohistochemistry of the 4 MMR proteins and/or microsatellite stability/MSI using PCR, mostly using the pentaplex panel. The implementation of next-generation sequencing (NGS) for MSI analysis would improve the effectiveness at a lower cost and in less time. This study describes the development of 8 new microsatellites combined with a classification algorithm, termed "Octaplex CaBio-MSID" (for Cancérologie Biologique MSI Detection tool), to assess MSI using NGS. A series of 303 colorectal cancer and 88 endometrial cancer samples were assessed via MSI testing using NGS using the Octaplex CaBio-MSID algorithm. The sensitivity and specificity of Octaplex CaBio-MSID were 98.4% and 98.4% for colorectal cancers, and 89.3% and 100% for endometrial cancers, respectively. This new NGS-based MSI detection method outperforms previously published methods (ie, Idylla [Biocartis], OncoMate MSI Dx [Promega], and Foundation One CDx [Roche Foundation Medicine]). Although highly efficient, Octaplex CaBio-MSID requires validation in a larger independent series of different tumor types.
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Affiliation(s)
- Camille Evrard
- Université de Poitiers, PRoDiCeT, Poitiers, France; CHU de Poitiers, Service d'Oncologie médicale, Poitiers, France.
| | - Ulrich Cortes
- CHU de Poitiers, Service de Cancérologie Biologique, Poitiers, France
| | - Birama Ndiaye
- CHU de Poitiers, Service de Cancérologie Biologique, Poitiers, France
| | | | - Marine Martel
- CHU de Poitiers, Service de Cancérologie Biologique, Poitiers, France
| | - Roxanne Aguillon
- CHU de Poitiers, Service de Cancérologie Biologique, Poitiers, France
| | - David Tougeron
- Université de Poitiers, PRoDiCeT, Poitiers, France; CHU de Poitiers, Service d'hépato-Gastro-Entérologie, Poitiers, France
| | - Lucie Karayan-Tapon
- Université de Poitiers, PRoDiCeT, Poitiers, France; CHU de Poitiers, Service de Cancérologie Biologique, Poitiers, France
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27
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Cai J, Qiao Y, Chen L, Lu Y, Zheng D. Regulation of the Notch signaling pathway by natural products for cancer therapy. J Nutr Biochem 2024; 123:109483. [PMID: 37848105 DOI: 10.1016/j.jnutbio.2023.109483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 09/13/2023] [Accepted: 10/11/2023] [Indexed: 10/19/2023]
Abstract
The Notch signaling pathway is an evolutionarily conserved pathway that modulates normal biological processes involved in cellular differentiation, apoptosis, and stem cell self-renewal in a context-dependent fashion. Attributed to its pleiotropic physiological roles, both overexpression and silencing of the pathway are associated with the emergence, progression, and poorer prognosis in various types of cancer. To decrease disease incidence and promote survival, targeting Notch may have chemopreventive and anti-cancer effects. Natural products with profound historical origins have distinguished themselves from other therapies due to their easy access, high biological compatibility, low toxicity, and reliable effects at specific physiological sites in vivo. This review describes the Notch signaling pathway, particularly its normal activation process, and some main illnesses related to Notch signaling pathway dysregulation. Emphasis is placed on the effects and mechanisms of natural products targeting the Notch signaling pathway in diverse cancer types, including curcumin, ellagic acid (EA), resveratrol, genistein, epigallocatechin-3-gallate (EGCG), quercetin, and xanthohumol and so on. Existing evidence indicates that natural products are feasible solution to fight against cancer by targeting Notch signaling, either alone or in combination with current therapeutic agents.
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Affiliation(s)
- Jiayi Cai
- School of Stomatology, Fujian Medical University, Fuzhou 350122, China
| | - Yajie Qiao
- School of Stomatology, Fujian Medical University, Fuzhou 350122, China
| | - Lingbin Chen
- School of Stomatology, Fujian Medical University, Fuzhou 350122, China
| | - Youguang Lu
- Fujian Key Laboratory of Oral Diseases, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, 350004, China; Department of Preventive Dentistry, School and Hospital of Stomatology, Fujian Medical University, Fuzhou 350001, China
| | - Dali Zheng
- Fujian Key Laboratory of Oral Diseases, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, 350004, China.
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28
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Fang Q, Shen G, Xie Q, Guan Y, Liu X, Ren D, Zhao F, Liu Z, Ma F, Zhao J. Development of Tumor Markers for Breast Cancer Immunotherapy. Curr Mol Med 2024; 24:547-564. [PMID: 37157196 DOI: 10.2174/1566524023666230508152817] [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: 01/02/2023] [Revised: 03/08/2023] [Accepted: 03/16/2023] [Indexed: 05/10/2023]
Abstract
Although breast cancer treatment has been developed remarkably in recent years, it remains the primary cause of death among women. Immune checkpoint blockade therapy has significantly altered the way breast cancer is treated, although not all patients benefit from the changes. At present, the most effective mechanism of immune checkpoint blockade application in malignant tumors is not clear and efficacy may be influenced by many factors, including host, tumor, and tumor microenvironment dynamics. Therefore, there is a pressing need for tumor immunomarkers that can be used to screen patients and help determine which of them would benefit from breast cancer immunotherapy. At present, no single tumor marker can predict treatment efficacy with sufficient accuracy. Multiple markers may be combined to more accurately pinpoint patients who will respond favorably to immune checkpoint blockade medication. In this review, we have examined the breast cancer treatments, developments in research on the role of tumor markers in maximizing the clinical efficacy of immune checkpoint inhibitors, prospects for the identification of novel therapeutic targets, and the creation of individualized treatment plans. We also discuss how tumor markers can provide guidance for clinical practice.
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Affiliation(s)
- Qianqian Fang
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
| | - Guoshuang Shen
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
| | - Qiqi Xie
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
| | - Yumei Guan
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
| | - Xinlan Liu
- Department of Oncology, General Hospital of Ningxia Medical University, No. 804 Shengli Road, Xingqing District, Yinchuan, 750004, China
| | - Dengfeng Ren
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
| | - Fuxing Zhao
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
| | - Zhilin Liu
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
| | - Fei Ma
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Jiuda Zhao
- Breast Disease Diagnosis and Treatment Center of Affiliated Hospital of Qinghai University & Affiliated Cancer Hospital of Qinghai University, Xining, 810000, China
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Ghelani GH, Zerdan MB, Jacob J, Spiess PE, Li R, Necchi A, Grivas P, Kamat A, Danziger N, Lin D, Huang R, Decker B, Sokol ES, Cheng L, Pavlick D, Ross JS, Bratslavsky G, Basnet A. HPV-positive clinically advanced squamous cell carcinoma of the urinary bladder (aBSCC): A comprehensive genomic profiling (CGP) study. Urol Oncol 2023; 41:486.e15-486.e23. [PMID: 37821306 DOI: 10.1016/j.urolonc.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 08/31/2023] [Accepted: 09/03/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Advanced bladder squamous cell carcinoma (aBSCC) is an uncommon form of urinary bladder malignancy when compared with the much higher urothelial carcinoma incidence. We studied the genomic alteration (GA) landscape in a series of aBSCC based on the association with human papilloma virus (HPV) to determine if differences in GA would be observed between the positive and negative groups. METHODS Using a hybrid capture-based FDA-approved CGP assay, a series of 171 aBSCC were sequenced to evaluate all classes of GA. Tumor mutational burden (TMB) was determined on up to 1.1 Mbp of sequenced DNA and microsatellite instability (MSI) was determined on up to 114 loci. Programmed cell death ligand -1 (PD-L1) expression was determined by IHC (Dako 22C3) with negative expression when PD-L1 was 0, lower expression of positivity set at 1 to 49%, and higher expression set at ≥50% expression. RESULTS Overall, 11 (6.4%) of the aBSCC were found to harbor HPV sequences (10 HPV16 and 1 HPV 11). HPV+ status was identified slightly more often in women (NS) and in younger patients (P = 0.04); 2 female patients with aBSCC had a prior history of SCC including 1 anal SCC and 1 vaginal SCC. HPV+ aBSCC had fewer GA/tumor (P < 0.0001), more inactivating mutations in RB1 (P = 0.032), and fewer inactivating GA in CDKN2A (P < 0.0001), CDKN2B (P = 0.05), TERT promoter (P = 0.0004) and TP53 (P < 0.0001). GA in genes associated with urothelial carcinoma including FGFR2 and FGFR3 were similar in both HPV+ and HPV- aBSCC groups. MTAP loss (homozygous deletion) which has emerged as a biomarker for PRMT5 inhibitor-based clinical trials was not identified in any of the 11 HPV+ aBSCC cases, which was significantly lower than the 28% positive frequency of MTAP loss in the HPV- aBSCC group (P < 0.0001). MTOR and PIK3CA pathway GA were not significantly different in the 2 groups. Putative biomarkers associated with immunotherapy (IO) response, including MSI and TMB status, were also similar in the 2 groups. PD-L1 expression data was available for a subset of both HPV+ and HPV- cases and showed high frequencies of positive staining which was not different in the 2 groups. CONCLUSIONS HPV+ aBSCC tends to occur more often in younger patients. As reported in other HPV-associated squamous cell carcinomas, HPV+ aBSCC demonstrates significantly reduced frequencies of inactivating mutations in cell cycle regulatory genes with similar GA in MTOR and PIK3CA pathways. The implication of HPV in the pathogenesis of bladder cancer remains unknown but warrants further exploration and clinical validation.
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Affiliation(s)
| | | | - J Jacob
- Upstate Medical University, Syracuse, NY
| | - P E Spiess
- Department of GU Oncology, Moffitt Cancer Center, Tampa, FL
| | - R Li
- Department of GU Oncology, Moffitt Cancer Center, Tampa, FL
| | - A Necchi
- IRCCS San Raffaele Hospital and Scientific Institute, Milan, Italy
| | - P Grivas
- University of Washington, Seattle, WA
| | - A Kamat
- University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - D Lin
- Foundation Medicine, Cambridge, MA
| | - R Huang
- Foundation Medicine, Cambridge, MA
| | - B Decker
- Foundation Medicine, Cambridge, MA
| | | | - L Cheng
- Department of Pathology and Laboratory Medicine, Brown University Warren Alpert Medical School, Lifespan Academic Medical Center, and the Legorreta Cancer Center at Brown University, Providence, RI
| | | | - J S Ross
- Upstate Medical University, Syracuse, NY
| | | | - A Basnet
- Upstate Medical University, Syracuse, NY
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Necchi A, Spiess PE, Costa de Padua T, Li R, Grivas P, Huang RSP, Lin DI, Danziger N, Ross JS, Jacob JM, Sager RA, Basnet A, Li G, Graf RP, Pavlick DC, Bratslavsky G. Genomic Profiles and Clinical Outcomes of Penile Squamous Cell Carcinoma With Elevated Tumor Mutational Burden. JAMA Netw Open 2023; 6:e2348002. [PMID: 38150257 PMCID: PMC10753400 DOI: 10.1001/jamanetworkopen.2023.48002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 10/31/2023] [Indexed: 12/28/2023] Open
Abstract
Importance Tumor mutational burden (TMB) is a putative biomarker of efficacy for immune checkpoint inhibitor (ICI) therapies of solid tumors, but not specifically for penile squamous cell carcinoma (PSCC). Objective To characterize biomarker features and ICI therapy outcomes associated with high TMB in PSCC in the routine clinical practice setting. Design, Setting, and Participants In this cohort study, 397 PSCC cases were analyzed to identify genomic alterations in more than 300 cancer-associated genes and genomic signatures, including TMB, using a hybrid capture-based comprehensive genomic profiling assay. Tumor mutational burden was categorized as low (<10 mutations per megabase [mut/Mb]), high (10-19 mut/Mb), or very high (≥20 mut/Mb). Germline status of genetic alterations was predicted using a validated somatic-germline computational method. Clinical outcomes of patients with metastatic PSCC receiving first-line ICI were abstracted using the deidentified nationwide Clinico-Genomic Database (CGDB) from January 1, 2011, through December 31, 2022. Exposure Comprehensive genomic profiling was performed using FoundationOne and FoundationOne CDx assays from Foundation Medicine Inc. Main outcomes and measures The spectrum of genetic alterations by TMB level in PSCC, the percentage of germline genetic alterations, and the outcome (overall survival with routine clinical treatment) by TMB of chemotherapy-naive patients with PSCC who received ICI treatment up front were assessed in this descriptive study. Results Among 397 patients (median [IQR] age, 65 [54-73] years; 266 [67.0%] of European, 83 [20.9%] of admixed American, and 34 [8.5%] of African or other genomic ancestry), the median (IQR) age (eg, 65 [53-73] years for low TMB vs 68 [61-78] years for TMB ≥10 mut/Mb) and genomic ancestry distribution (eg, European 228 of 339 [67.3%] for low TMB vs 38 of 58 [65.5%] for TMB ≥10 mut/Mb) were similar between TMB subgroups. There were 339 PSCC cases (85.4%) with low TMB, 40 cases (10.1%) with high TMB, and 18 cases (4.5%) with very high TMB. Comparisons of TMB of 10 mut/Mb or higher vs low TMB showed an enrichment of genetic alterations in PIK3CA (48.3% vs 18.3%; P < .001) and KMT2D (29.3% vs 7.7%; P < .001) and less frequent genetic alterations in CDKN2A (25.9% vs 45.7%; P = .05). Most genetic alterations did not co-occur. Human papillomavirus identification was more frequent as TMB increased: 28.3% for low TMB, 50.0% for high, and 72.2% for very high. In total, 95 of 1377 genetic alterations (6.9%) were germline. Of 10 patients identified from the CGDB receiving frontline ICIs, median (IQR) follow-up was 9.9 months. Four patients had overall survival with clinical treatment of more than 12 months, including 2 of 3 patients with TMB of 10 mut/Mb or higher. Conclusions and Relevance In this cohort study of advanced metastatic PSCC based on TMB levels, significant differences were observed for biomarkers in nearly 15% of patients with a TMB of 10 mut/Mb or higher. Germline testing and ICI-based therapy should be integrated into the management of selected PSCC cases.
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Affiliation(s)
- Andrea Necchi
- Department of Medical Oncology, IRCCS San Raffaele Hospital, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Philippe E. Spiess
- Department of GU Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | | | - Roger Li
- Department of GU Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Petros Grivas
- Division of Oncology, Department of Medicine, University of Washington, Seattle
- Fred Hutchinson Cancer Center, Seattle, Washington
| | | | | | | | - Jeffrey S. Ross
- Foundation Medicine, Inc, Cambridge, Massachusetts
- SUNY Upstate Medical University, Syracuse, New York
| | | | | | - Alina Basnet
- SUNY Upstate Medical University, Syracuse, New York
| | - Gerald Li
- Foundation Medicine, Inc, Cambridge, Massachusetts
| | - Ryon P. Graf
- Foundation Medicine, Inc, Cambridge, Massachusetts
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Kuroki M, Iinuma R, Okuda H, Terazawa K, Shibata H, Mori KI, Ohashi T, Makiyama A, Futamura M, Miyazaki T, Horikawa Y, Ogawa T. Comprehensive Genome profile testing in head and neck cancer. Auris Nasus Larynx 2023; 50:952-959. [PMID: 37164815 DOI: 10.1016/j.anl.2023.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 03/24/2023] [Accepted: 04/17/2023] [Indexed: 05/12/2023]
Abstract
OBJECTIVE Head and neck cancer (HNC) is a tumor occurring in various primary sites with limited chemotherapy options for its treatment. Recently, comprehensive genomic profiling (CGP) testing has become clinically widespread. In this study, we examined the utility of CGP in diagnosing and treating HNC. METHODS This study included 29 patients with HNC who underwent CGP testing at the Gifu University Hospital between December 2019 and April 2022. We analyzed the types of gene mutations and tumor mutational burden (TMB) based on the CGP results. Squamous cell carcinoma accounted for 55.2%, and other cancers accounted for 44.8%. And we investigated the correlation of prognosis with gene mutations and TMB. RESULTS Gene mutations were detected in TP53(48.3%), CDKN2A (27.6%), CDKN2B (17.2%), NOTCH1 (17.2%), PIK3CA (17.2%), ARID1A (13.8%), and NF1 (13.8%). TP53, CDKN2A and CDKN2B mutations significantly decreased survival rate in HNC. Five cases (17.2%) were TMB-high and 82.8% were TMB-low. In SCC cases treated with immune checkpoint inhibitors, TMB-high had better Overall survival than TMB-low. And all patients with TMB-high were oropharyngeal cancer. CONCLUSION Although there were no cases in which effective treatment was actually performed based on the results of CGP, many gene mutations have been detected and several gene mutations correlated with prognosis. Furthermore, TMB can be used as a biomarker to predict the therapeutic effects of immune checkpoint inhibitors in cases of SCC.
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Affiliation(s)
- Masashi Kuroki
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Ryota Iinuma
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Hiroshi Okuda
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Kosuke Terazawa
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Hirofumi Shibata
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Ken-Ichi Mori
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Toshimitsu Ohashi
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Akitaka Makiyama
- Department of Cancer Center, Gifu University Hospital, Gifu City, Japan
| | - Manabu Futamura
- Department of Cancer Center, Gifu University Hospital, Gifu City, Japan
| | | | - Yukio Horikawa
- Department of Cancer Center, Gifu University Hospital, Gifu City, Japan; Department of Clinical Genetics Center, Gifu University Hospital, Gifu City, Japan; Department of Diabetes, Endocrinology and Metabolism, Gifu University Graduate School of Medicine, Gifu City, Japan
| | - Takenori Ogawa
- Department of Otolaryngology-Head and Neck Surgery, Gifu University Graduate School of Medicine, Gifu City, Japan; Department of Cancer Center, Gifu University Hospital, Gifu City, Japan; Department of Clinical Genetics Center, Gifu University Hospital, Gifu City, Japan.
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32
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Westphalen CB, Federer-Gsponer J, Pauli C, Karapetyan AR, Chalabi N, Durán-Pacheco G, Beringer A, Bochtler T, Cook N, Höglander E, Jin DX, Losa F, Mileshkin L, Moch H, Ross JS, Sokol ES, Tothill RW, Krämer A. Baseline mutational profiles of patients with carcinoma of unknown primary origin enrolled in the CUPISCO study. ESMO Open 2023; 8:102035. [PMID: 37922692 PMCID: PMC10774891 DOI: 10.1016/j.esmoop.2023.102035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 08/31/2023] [Accepted: 09/13/2023] [Indexed: 11/07/2023] Open
Abstract
BACKGROUND Patients with unfavorable carcinoma of unknown primary origin (CUP) have an extremely poor prognosis of ∼1 year or less, stressing the need for more tailored treatments, which are currently being tested in clinical trials. CUPISCO (NCT03498521) was a phase II randomized study of targeted therapy/cancer immunotherapy versus platinum-based chemotherapy in patients with previously untreated, unfavorable CUP, defined as per the European Society for Medical Oncology guidelines. We present a preliminary, descriptive molecular analysis of 464 patients with stringently diagnosed, unfavorable CUP enrolled in the CUPISCO study. MATERIALS AND METHODS Genomic profiling was carried out on formalin-fixed, paraffin-embedded tissue to detect genomic alterations and assess tumor mutational burden and microsatellite instability. RESULTS Overall, ∼32% of patients carried a potentially targetable genomic alteration, including PIK3CA, FGFR2, ERBB2, BRAFV600E, EGFR, MET, NTRK1, ROS1, and ALK. Using hierarchical clustering of co-mutational profiles, 10 clusters were identified with specific genomic alteration co-occurrences, with some mirroring defined tumor entities. CONCLUSIONS Results reveal the molecular heterogeneity of patients with unfavorable CUP and suggest that genomic profiling may be used as part of informed decision-making to identify the potential primary tumor and targeted treatment options. Whether stringently diagnosed patients with unfavorable CUP benefit from targeted therapies in a similar manner to those with matched known primaries will be a key learning from CUPISCO.
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Affiliation(s)
- C B Westphalen
- Comprehensive Cancer Center Munich & Department of Medicine III, Ludwig Maximilian University of Munich, Munich, Germany
| | | | - C Pauli
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zürich, Switzerland
| | | | | | | | | | - T Bochtler
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and University of Heidelberg, Heidelberg; Department of Medical Oncology, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - N Cook
- The University of Manchester and the Christie NHS Foundation Trust, Manchester, UK
| | | | - D X Jin
- Foundation Medicine, Inc., Cambridge, USA
| | - F Losa
- Hospital de Sant Joan Despí-Moisès Broggi, ICO-Hospitalet, Barcelona, Spain
| | - L Mileshkin
- Peter MacCallum Cancer Centre and the Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - H Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zürich, Switzerland
| | - J S Ross
- Foundation Medicine, Inc., Cambridge, USA; SUNY Upstate Medical University, Syracuse, USA
| | - E S Sokol
- Foundation Medicine, Inc., Cambridge, USA
| | - R W Tothill
- Department of Clinical Pathology and Centre for Cancer Research, University of Melbourne, Victorian Comprehensive Cancer Centre, Melbourne, Australia
| | - A Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and University of Heidelberg, Heidelberg.
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Jiagge E, Jin DX, Newberg JY, Perea-Chamblee T, Pekala KR, Fong C, Waters M, Ma D, Dei-Adomakoh Y, Erb G, Arora KS, Maund SL, Njiraini N, Ntekim A, Kim S, Bai X, Thomas M, van Eeden R, Hegde P, Jee J, Chakravarty D, Schultz N, Berger MF, Frampton GM, Sokol ES, Carrot-Zhang J. Tumor sequencing of African ancestry reveals differences in clinically relevant alterations across common cancers. Cancer Cell 2023; 41:1963-1971.e3. [PMID: 37890492 PMCID: PMC11097212 DOI: 10.1016/j.ccell.2023.10.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 08/02/2023] [Accepted: 10/04/2023] [Indexed: 10/29/2023]
Abstract
Cancer genomes from patients with African (AFR) ancestry have been poorly studied in clinical research. We leverage two large genomic cohorts to investigate the relationship between genomic alterations and AFR ancestry in six common cancers. Cross-cancer type associations, such as an enrichment of MYC amplification with AFR ancestry in lung, breast, and prostate cancers, and depletion of BRAF alterations are observed in colorectal and pancreatic cancers. There are differences in actionable alterations, such as depletion of KRAS G12C and EGFR L858R, and enrichment of ROS1 fusion with AFR ancestry in lung cancers. Interestingly, in lung cancer, KRAS mutations are less common in both smokers and non-smokers with AFR ancestry, whereas the association of TP53 mutations with AFR ancestry is only seen in smokers, suggesting an ancestry-environment interaction that modifies driver rates. Our study highlights the need to increase representation of patients with AFR ancestry in drug development and biomarker discovery.
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Affiliation(s)
- Evelyn Jiagge
- Hematology/Oncology Division, Department of Medicine, Henry Ford Health System, Detroit, MI, USA
| | - Dexter X. Jin
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Justin Y. Newberg
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Tomin Perea-Chamblee
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kelly R. Pekala
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christopher Fong
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michele Waters
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David Ma
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Gilles Erb
- Global Product Development Medical Affairs – Oncology, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Kanika S. Arora
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer, New York, NY, USA
| | - Sophia L. Maund
- Computational Sciences, Genentech, Inc., South San Francisco, CA, USA
| | - Njoki Njiraini
- Department of Oncology, Kenyatta University Teaching Research and Referral Hospital, Nairobi, Kenya
| | - Atara Ntekim
- Department of Radiation Oncology, University of Ibadan, Ibadan, Nigeria
| | - Susie Kim
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xuechun Bai
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marlene Thomas
- Global Product Development Medical Affairs – Oncology, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Ronwyn van Eeden
- Department of Medical Oncology, Chris Hani Academic Baragwanath Hospital, Johannesburg, South Africa
| | - Priti Hegde
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Justin Jee
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Debyani Chakravarty
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nikolaus Schultz
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F. Berger
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Ethan S. Sokol
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Jian Carrot-Zhang
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Clinial Genetics, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Kurokawa K, Shukuya T, Greenstein RA, Kaplan BG, Wakelee H, Ross JS, Miura K, Furuta K, Kato S, Suh J, Sivakumar S, Sokol ES, Carbone DP, Takahashi K. Genomic characterization of thymic epithelial tumors in a real-world dataset. ESMO Open 2023; 8:101627. [PMID: 37703595 PMCID: PMC10594028 DOI: 10.1016/j.esmoop.2023.101627] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 05/25/2023] [Accepted: 08/02/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND Thymic epithelial tumors (TETs) are rare neoplasms arising in the mediastinum, including thymic carcinomas and thymomas. Due to their rarity, little is known about the genomic profiles of TETs. Herein, we investigated the genomic characteristics of TETs evaluated in a large comprehensive genomic profiling database in a real-world setting. METHODS We included data from two different cohorts: Foundation Medicine Inc. (FMI) in the United States and the Center for Cancer Genomics and Advanced Therapeutics (C-CAT) in Japan. Samples profiled were examined for all classes of alterations in 253 genes targeted across all assays. Tumor mutational burden (TMB) and microsatellite instability (MSI) were also evaluated. RESULTS A total of 794 patients were collected in our study, including 722 cases from FMI and 72 cases from C-CAT. In the FMI data, CDKN2A (39.9%), TP53 (30.2%) and CDKN2B (24.6%) were frequently altered in thymic carcinoma, versus TP53 (7.8%), DNMT3A (6.8%), and CDKN2A (5.8%) in thymoma. TMB-high (≥10 mutations/Mb) and MSI were present in 7.0% and 2.3% of thymic carcinomas, and 1.6% and 0.3% of thymomas, respectively. Within C-CAT data, CDKN2A (38.5%), TP53 (36.5%) and CDKN2B (30.8%) were also frequently altered in thymic carcinoma, while alterations of TSC1, SETD2 and LTK (20.0% each) were found in thymoma. CONCLUSIONS To the best of our knowledge, this is the largest cohort in which genomic alterations, TMB and MSI status of TETs were investigated. Potential targets for treatment previously unbeknownst in TETs are identified in this study, entailing newfound opportunities to advance therapeutic development.
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Affiliation(s)
- K Kurokawa
- Department of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - T Shukuya
- Department of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan.
| | | | - B G Kaplan
- Foundation Medicine, Inc., Cambridge, USA
| | - H Wakelee
- Department of Medicine, Division of Oncology, Stanford University, Stanford, USA
| | - J S Ross
- Foundation Medicine, Inc., Cambridge, USA; Departments of Pathology and Urology, Upstate Medical University, Syracuse, USA
| | - K Miura
- Department of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - K Furuta
- Chugai Pharmaceutical Co., Ltd., Tokyo, Japan
| | - S Kato
- Department of Medical Oncology, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
| | - J Suh
- Genentech, South San Francisco, USA
| | | | - E S Sokol
- Foundation Medicine, Inc., Cambridge, USA
| | - D P Carbone
- Comprehensive Cancer Center, Division of Medical Oncology, The Ohio State University, Columbus, USA
| | - K Takahashi
- Department of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, Japan
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Lin X, Zong C, Zhang Z, Fang W, Xu P. Progresses in biomarkers for cancer immunotherapy. MedComm (Beijing) 2023; 4:e387. [PMID: 37799808 PMCID: PMC10547938 DOI: 10.1002/mco2.387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 09/02/2023] [Accepted: 09/08/2023] [Indexed: 10/07/2023] Open
Abstract
Currently, checkpoint inhibitor-based immunotherapy has emerged as prevailing treatment modality for diverse cancers. However, immunotherapy as a first-line therapy has not consistently yielded durable responses. Moreover, the risk of immune-related adverse events increases with combination regimens. Thus, the development of predictive biomarkers is needed to optimize individuals benefit, minimize risk of toxicities, and guide combination approaches. The greatest focus has been on tumor programmed cell death-ligand 1 (PD-L1), microsatellite instability (MSI), and tumor mutational burden (TMB). However, there remains a subject of debate due to thresholds variability and significant heterogeneity. Major unmet challenges in immunotherapy are the discovery and validation of predictive biomarkers. Here, we show the status of tumor PD-L1, MSI, TMB, and emerging data on novel biomarker strategies with oncogenic signaling and epigenetic regulation. Considering the exploration of peripheral and intestinal immunity has served as noninvasive alternative in predicting immunotherapy, this review also summarizes current data in systemic immunity, encompassing solute PD-L1 and TMB, circulating tumor DNA and infiltrating lymphocytes, routine emerging inflammatory markers and cytokines, as well as gut microbiota. This review provides up-to-date information on the evolving field of currently available biomarkers in predicting immunotherapy. Future exploration of novel biomarkers is warranted.
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Affiliation(s)
- Xuwen Lin
- Department of Pulmonary and Critical Care MedicinePeking University Shenzhen HospitalShenzhenGuangdong ProvinceChina
- Department of Internal MedicineShantou University Medical CollegeShantouGuangdong ProvinceChina
| | - Chenyu Zong
- Department of Pulmonary and Critical Care MedicinePeking University Shenzhen HospitalShenzhenGuangdong ProvinceChina
- Department of Internal MedicineZunyi Medical UniversityZunyiGuizhou ProvinceChina
| | - Zhihan Zhang
- Department of Pulmonary and Critical Care MedicinePeking University Shenzhen HospitalShenzhenGuangdong ProvinceChina
| | - Weiyi Fang
- Cancer Research InstituteSchool of Basic Medical ScienceSouthern Medical UniversityGuangzhouGuangdong ProvinceChina
- Cancer CenterIntegrated Hospital of Traditional Chinese MedicineSouthern Medical UniversityGuangzhouGuangdong ProvinceChina
| | - Ping Xu
- Department of Pulmonary and Critical Care MedicinePeking University Shenzhen HospitalShenzhenGuangdong ProvinceChina
- Department of Internal MedicineZunyi Medical UniversityZunyiGuizhou ProvinceChina
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Matsubayashi H, Todaka A, Ishiwatari H, Sato J, Niiya F, Kondo T, Ono H, Yamazaki K, Sasaki K, Kiyozumi Y. Discordant microsatellite instability findings in two samples from a patient with biliary cancer that responded to pembrolizumab. Clin J Gastroenterol 2023; 16:748-754. [PMID: 37490248 DOI: 10.1007/s12328-023-01833-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 07/12/2023] [Indexed: 07/26/2023]
Abstract
Microsatellite instability (MSI) is a key marker to predict response to immune checkpoint inhibitors; however, only 1-2% of biliary cancers have this genomic feature. In a patient with hilar biliary cancer, MSI was examined in two cancer specimens (forceps biopsy from the biliary stricture and endoscopic ultrasound-guided fine-needle aspiration biopsy [EUS-FNAB] from the adjacent lymph node). We observed discordant results, as high frequency of MSI was found only in the forceps biopsy. Although the FNAB sample was 10 times larger than that of the forceps biopsy, the tumor concentration was much lower, which is a possible reason for the discordance. Besides, immunohistochemistry of four mismatch-repair (MMR) proteins showed proficient MMR expressions. The tumor became refractory to gemcitabine, cisplatin, and S-1 but responded well to pembrolizumab. Caution is needed for sample selection and for interpretation of the test's results, to avoid missing rare chance for effective molecular target agents.
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Affiliation(s)
- Hiroyuki Matsubayashi
- Division of Genetic Medicine Promotion, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi, Suntogun, Shizuoka, 411-8777, Japan.
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan.
| | - Akiko Todaka
- Division Gastrointestinal Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | | | - Junya Sato
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Fumitaka Niiya
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Toshikazu Kondo
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Hiroyuki Ono
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Kentaro Yamazaki
- Division Gastrointestinal Oncology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Keiko Sasaki
- Division of Pathology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Yoshimi Kiyozumi
- Division of Genetic Medicine Promotion, Shizuoka Cancer Center, 1007, Shimonagakubo, Nagaizumi, Suntogun, Shizuoka, 411-8777, Japan
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Hougen HY, Graf RP, Li G, Quintanilha JC, Lin DI, Ross JS, Punnen S, Mahal BA. Clinical and Genomic Factors Associated with Greater Tumor Mutational Burden in Prostate Cancer. EUR UROL SUPPL 2023; 55:45-49. [PMID: 37662703 PMCID: PMC10470357 DOI: 10.1016/j.euros.2023.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/01/2023] [Indexed: 09/05/2023] Open
Abstract
Tumor mutational burden (TMB) is a biomarker that predicts response to immune checkpoint inhibitor therapy. We currently lack a comprehensive understanding of how genomic and clinical factors correlate with TMB. We used a clinicogenomic database to assess independent predictors of TMB levels. The study included 2740 prostate cancer specimens from prostate gland (51.6%), lymph nodes (14.6%), and bone (10.4%). Androgen deprivation therapy use beyond 24 mo was weakly associated with high TMB (fold-change estimate [FCE] 1.14, 95% confidence interval [CI] 1.03-1.26; p = 0.009). In comparison to the prostate gland, metastases in the bladder (FCE 1.20, 95% CI 1.02-1.42; p = 0.029), liver (FCE 1.26, 95% CI 1.10-1.43; p < 0.001), and other locations (FCE 1.26, 95% CI 1.11-1.43; p < 0.001) were associated with high TMB. Microsatellite instability high (FCE 8.46, 95% CI 6.42-11.15; p < 0.001) and intermediate (FCE 1.77, 95% CI 1.46-2.14; p < 0.001) status were associated with greater TMB. Altered genes associated with greater TMB included MLH1 (FCE 1.81; p = 0.004), MSH2 (FCE 1.87; p < 0.001), MSH6 (FCE 1.92; p < 0.001), BRCA2 (FCE 1.69; p < 0.001), CDK12 (FCE 1.40; p < 0.001), MRE11 (FCE 2.28; p = 0.016), and PALB2 (FCE 2.08; p < 0.001). Our study demonstrates that TMB is relatively stable over lines of therapies and can be used to guide treatment at diagnosis or in later lines for patients with metastatic prostate cancer. Patient summary The number of genetic mutations in a tumor (tumor mutational burden, TMB) may help in predicting a patient's response to immunotherapy in advanced prostate cancer. We evaluated clinical and genetic factors that may affect TMB. We found that metastases in the bladder and liver are more likely to have high TMB than the primary tumor. Some individual genes are associated with high TMB. No prior treatment type was strongly associated with TMB, suggesting that TMB can be used to guide treatment at any time point.These data were presented at the American Society of Clinical Oncology 2023 Genitourinary Cancers Symposium.
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Affiliation(s)
- Helen Y. Hougen
- Desai Sethi Urology Institute, University of Miami, Miami, FL, USA
| | | | - Gerald Li
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | | | - Jeffrey S. Ross
- Foundation Medicine, Inc., Cambridge, MA, USA
- Departments of Pathology, Urology and Oncology, Upstate Medical University, Syracuse, NY, USA
| | - Sanoj Punnen
- Desai Sethi Urology Institute, University of Miami, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Brandon A. Mahal
- Departments of Pathology, Urology and Oncology, Upstate Medical University, Syracuse, NY, USA
- Department of Radiation Oncology, University of Miami, Miami, FL, USA
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Guan J, Li GM. DNA mismatch repair in cancer immunotherapy. NAR Cancer 2023; 5:zcad031. [PMID: 37325548 PMCID: PMC10262306 DOI: 10.1093/narcan/zcad031] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/08/2023] [Accepted: 06/07/2023] [Indexed: 06/17/2023] Open
Abstract
Tumors defective in DNA mismatch repair (dMMR) exhibit microsatellite instability (MSI). Currently, patients with dMMR tumors are benefitted from anti-PD-1/PDL1-based immune checkpoint inhibitor (ICI) therapy. Over the past several years, great progress has been made in understanding the mechanisms by which dMMR tumors respond to ICI, including the identification of mutator phenotype-generated neoantigens, cytosolic DNA-mediated activation of the cGAS-STING pathway, type-I interferon signaling and high tumor-infiltration of lymphocytes in dMMR tumors. Although ICI therapy shows great clinical benefits, ∼50% of dMMR tumors are eventually not responsive. Here we review the discovery, development and molecular basis of dMMR-mediated immunotherapy, as well as tumor resistant problems and potential therapeutic interventions to overcome the resistance.
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Affiliation(s)
- Junhong Guan
- Cuiying Biomedical Research Center, Lanzhou University Second Hospital, Lanzhou, Gansu 730030, China
| | - Guo-Min Li
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
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Tung N, Dougherty KC, Gatof ES, DeLeonardis K, Hogan L, Tukachinsky H, Gornstein E, Oxnard GR, McGregor K, Keller RB. Potential pathogenic germline variant reporting from tumor comprehensive genomic profiling complements classic approaches to germline testing. NPJ Precis Oncol 2023; 7:76. [PMID: 37568048 PMCID: PMC10421918 DOI: 10.1038/s41698-023-00429-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 07/31/2023] [Indexed: 08/13/2023] Open
Abstract
Existing guidance regarding clinically informed germline testing for patients with cancer is effective for evaluation of classic hereditary cancer syndromes and established gene/cancer type associations. However, current screening methods may miss patients with rare, reduced penetrance, or otherwise occult hereditary risk. Secondary finding of suspected germline variants that may confer inherited cancer risk via tumor comprehensive genomic profiling (CGP) has the potential to help address these limitations. However, reporting practices for secondary finding of germline variants are inconsistent, necessitating solutions for transparent and coherent communication of these potentially important findings. A workflow for improved confidence detection and clear reporting of potential pathogenic germline variants (PPGV) in select cancer susceptibility genes (CSG) was applied to a research dataset from real-world clinical tumor CGP of > 125,000 patients with advanced cancer. The presence and patterns of PPGVs identified across tumor types was assessed with a focus on scenarios in which traditional clinical germline evaluation may have been insufficient to capture genetic risk. PPGVs were identified in 9.7% of tumor CGP cases using tissue- and liquid-based assays across a broad range of cancer types, including in a number of "off-tumor" contexts. Overall, PPGVs were identified in a similar proportion of cancers with National Comprehensive Cancer Network (NCCN) recommendations for germline testing regardless of family history (11%) as in all other cancer types (9%). These findings suggest that tumor CGP can serve as a tool that is complementary to traditional germline genetic evaluation in helping to ascertain inherited susceptibility in patients with advanced cancer.
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Affiliation(s)
- Nadine Tung
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | | | - Emily Stern Gatof
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Kim DeLeonardis
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Lauren Hogan
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, Boston, MA, USA
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Hiemenz MC, Kaur J, Kuang Z, Huang RSP, Harries L, Metzger D, Schiavone K, Millis SZ, Lin DI, Lechpammer M, Decker B, Mata DA, Reddy A, Parke M, Lee EY, Cui X, Iwenofu OH, Buehler D, Henderson L, Baldwin EM, Boikos SA, Ramkissoon SH, Smith SC. POU2AF3-rearranged sarcomas: A novel tumor defined by fusions of EWSR1 or FUS to a gene formerly designated COLCA2. Genes Chromosomes Cancer 2023; 62:460-470. [PMID: 36862145 DOI: 10.1002/gcc.23136] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 01/30/2023] [Accepted: 02/25/2023] [Indexed: 03/03/2023] Open
Abstract
Gene fusions involving EWSR1 or FUS as the 5' partner have been reported in a diverse array of sarcomas. Here, we characterize the histopathology and genomics of six tumors harboring a gene fusion between EWSR1 or FUS and POU2AF3, an understudied, putative colorectal cancer predisposition gene. Striking morphologic features reminiscent of synovial sarcoma were observed including a biphasic appearance with variable fusiform to epithelioid cytomorphology and staghorn-type vasculature. RNA sequencing demonstrated variable breakpoints in EWSR1/FUS along with similar breakpoints in POU2AF3 that encompassed a 3' portion of this gene. For cases in which additional information was available, the behavior of these neoplasms was aggressive with local spread and/or distant metastases. Although further studies are needed to confirm the functional significance of our findings, POU2AF3 fusions to EWSR1 or FUS may define a novel type of POU2AF3-rearranged sarcomas with aggressive, malignant behavior.
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Affiliation(s)
| | | | - Zheng Kuang
- Foundation Medicine, Cambridge, Massachusetts, USA
| | | | | | - Dana Metzger
- Foundation Medicine, Cambridge, Massachusetts, USA
| | | | | | | | | | | | | | | | - Matthew Parke
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Eun Y Lee
- Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, Kentucky, USA
| | - Xiaoyan Cui
- Department of Pathology and Laboratory Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - O Hans Iwenofu
- Department of Pathology and Laboratory Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Darya Buehler
- Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Les Henderson
- Wisconsin State Laboratory of Hygiene, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Erin M Baldwin
- Wisconsin State Laboratory of Hygiene, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Sosipatros A Boikos
- Department of Hematology and Oncology, Georgetown Lombardi Comprehensive Cancer Center, Washington DC, USA
| | - Shakti H Ramkissoon
- Foundation Medicine, Cambridge, Massachusetts, USA
- Department of Pathology, Wake Forest School of Medicine and Wake Forest Comprehensive Cancer Center, Winston-Salem, North Carolina, USA
| | - Steven C Smith
- Departments of Pathology and Surgery and Massey Cancer Center, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
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Gurav M, Epari S, Gogte P, Pai T, Deshpande G, Karnik N, Shetty O, Desai S. Targeted molecular profiling of solid tumours-Indian tertiary cancer centre experience. J Cancer Res Clin Oncol 2023; 149:7413-7425. [PMID: 36935431 DOI: 10.1007/s00432-023-04693-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/12/2023] [Indexed: 03/21/2023]
Abstract
PURPOSE Molecular Profiling of solid tumours is extensively used for prognostic, theranostic, and risk prediction. Next generation sequencing (NGS) has emerged as powerful method for molecular profiling. The present study was performed to identify molecular alterations present in solid tumours in Indian tertiary cancer centre. METHODS Study included 1140 formalin Fixed paraffin embedded samples. NGS was performed using two targeted gene panels viz. Ampliseq Focus panel and Sophia Solid Tumor Plus Solution. Data was analyzed using Illumina's Local Run Manager and SOPHiA DDM software. Variant interpretation and annotations were done as per AMP/ACMG guidelines. RESULTS Total 896 cases were subjected to NGS after excluding cases with suboptimal nucleic acid quality/quantity. DNA alterations were detected in 64.9% and RNA fusions in 6.9% cases. Among detected variants, 86.7% were clinically relevant aberrations. Mutation frequency among different solid tumours was 70.8%, 67.4%, 64.4% in non-small cell lung (NSCLC), lung squamous cell carcinomas and head neck tumours respectively. EGFR, KRAS, BRAF, ALK and ROS1were commonly altered in NSCLC. Gastrointestinal tumours showed mutations in 63.6% with predominant alterations in pancreatic (88.2%), GIST (87.5%), colorectal (78.7%), cholangiocarcinoma (52.9%), neuroendocrine (45.5%), gall bladder (36.7%) and gastric adenocarcinomas (16.7%). The key genes affected were KRAS, NRAS, BRAF and PIK3CA. NGS evaluation identified co-occurring alterations in 37.7% cases otherwise missed by conventional assays. Resistance mutations were detected in progressive lung tumours (39.5%) against EGFR TKIs and ALK/ROS inhibitors. CONCLUSION This is the largest Indian study on molecular profiling of solid tumours providing extensive information about mutational signatures using NGS.
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Affiliation(s)
- Mamta Gurav
- Molecular Pathology laboratory, Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Sridhar Epari
- Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Prachi Gogte
- Molecular Pathology laboratory, Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Trupti Pai
- Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Gauri Deshpande
- Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Nupur Karnik
- Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Omshree Shetty
- Molecular Pathology laboratory, Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - Sangeeta Desai
- Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
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Fan X, Bai Q, Shi C, Xiao Y, Wang X. External quality assessment for the molecular detection of microsatellite instability in China, 2021-2022. Expert Rev Mol Diagn 2023; 23:1037-1043. [PMID: 37682059 DOI: 10.1080/14737159.2023.2257133] [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: 07/07/2023] [Revised: 08/14/2023] [Accepted: 08/27/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Microsatellite instability (MSI) analysis of tumors informs Lynch syndrome testing, therapeutic choice, and prognosis. The status of MSI is mainly detected by polymerase chain reaction coupled with capillary electrophoresis. However, there are various assays with different detection loci and the obtained results may vary. The objective of this study was to evaluate the concordance among different assays and the performance among different laboratories. METHODS External quality assessment (EQA) for the detection of MSI was performed in 2021 and 2022. Each sample panel consisted of five samples, including microsatellite-stable and MSI tumor tissues. The sample panels were coded at random, and the returned results were compared and scored. RESULTS The fully validated sample panels showed appropriate applicability with commercially available assays. There were eight false-negative results in 2021 and five false results (two false-positives and three false-negatives) in 2022. Among the participating laboratories, in 2021, 20 (74.07%) provided completely correct results; in 2022, 38 (92.68%) obtained an optimal score. CONCLUSION The molecular detection of MSI in China exhibited an improvement in a 2-year EQA study. Participation in EQA program is an efficient way of assessing the performance of laboratories and improving their ability.
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Affiliation(s)
- Xiaoyu Fan
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
| | - Qianming Bai
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, P.R. China
| | - Chunli Shi
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
| | - Yanqun Xiao
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
| | - Xueliang Wang
- Department of Molecular Biology, Shanghai Center for Clinical Laboratory, Shanghai, P.R. China
- Department of Molecular Diagnostic Innovation Technology, Shanghai Academy of Experimental Medicine, Shanghai, P.R. China
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Bou Zerdan M, Bratslavsky G, Jacob J, Ross J, Huang R, Basnet A. Urothelial Bladder Cancer: Genomic Alterations in Fibroblast Growth Factor Receptor. Mol Diagn Ther 2023; 27:475-485. [PMID: 37195586 DOI: 10.1007/s40291-023-00647-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2023] [Indexed: 05/18/2023]
Abstract
BACKGROUND AND OBJECTIVE Genomic alterations in fibroblast growth factor receptor (FGFR) genes have been linked to a reduced response to immune checkpoint inhibitors. Some of the immune microenvironment of urothelial bladder cancer (UBC) could be distorted because of the inhibition of interferon signaling pathways. We present a landscape of FGFR genomic alterations in distorted UBC to evaluate the immunogenomic mechanisms of resistance and response. METHODS There were 4035 UBCs that underwent hybrid, capture-based comprehensive genomic profiling. Tumor mutational burden was determined in up to 1.1 Mbp of sequenced DNA and microsatellite instability was determined in 114 loci. Programmed death ligand expression in tumor cells was assessed by immunohistochemistry (Dako 22C3). RESULTS The FGFR tyrosine kinases were altered in 894 (22%) UBCs. The highest frequency of alterations was in FGFR genomic alterations with FGFR3 at 17.4% followed by FGFR1 at 3.7% and FGFR2 at 1.1%. No FGFR4 genomic alterations were identified. The age and sex distribution were similar in all groups. Urothelial bladder cancers that featured FGFR3 genomic alterations were associated with lower driver genomic alterations/tumors. 14.7% of the FGFR3 genomic alterations were FGFR3 fusions. Other findings included a significantly higher frequency of ERBB2 amplification in FGFR1/2-altered UBCs compared with FGFR3-altered UBCs. Urothelial bladder cancers with FGFR3 genomic alterations also had the highest frequency of the activating mTOR pathway. FGFR3-altered UBCs also featured significantly higher frequencies of biomarkers associated with a lack of response to immune checkpoint inhibitors including a lower tumor mutational burden, lower programmed death-ligand 1 expression, and higher frequencies of genomic alterations in MDM2. Also linked to IO drug resistance, CDKN2A/B loss and MTAP loss were observed at a higher frequency in FGFR3-driven UBC. CONCLUSIONS An increased frequency of genomic alterations is observed in UBC FGFR. These have been linked to immune checkpoint inhibitor resistance. Clinical trials are needed to evaluate UBC FGFR-based biomarkers prognostic of an immune checkpoint inhibitor response. Only then can we successfully incorporate novel therapeutic strategies into the evolving landscape of UBC treatment.
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Affiliation(s)
- Maroun Bou Zerdan
- Department of Internal Medicine, SUNY Upstate Medical University, Syracuse, NY, USA
| | | | - Joseph Jacob
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Jeffrey Ross
- Foundation Medicine, Inc., Morrisville, NC, USA
- Department of Pathology, SUNY Upstate Medical University, Syracuse, NY, USA
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
| | | | - Alina Basnet
- Department of Hematology and Oncology, State University of New York, Upstate Medical University, 750 East Adams Street, Syracuse, NY, 13210-2375, USA.
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Ashok Kumar P, Serinelli S, Zaccarini DJ, Huang R, Danziger N, Janovitz T, Basnet A, Sivapiragasam A, Graziano S, Ross JS. Genomic landscape of clinically advanced KRAS wild-type pancreatic ductal adenocarcinoma. Front Oncol 2023; 13:1169586. [PMID: 37404765 PMCID: PMC10315669 DOI: 10.3389/fonc.2023.1169586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 06/07/2023] [Indexed: 07/06/2023] Open
Abstract
Introduction KRAS mutation is a common occurrence in Pancreatic Ductal Adenocarcinoma (PDA) and is a driver mutation for disease development and progression. KRAS wild-type PDA may constitute a distinct molecular and clinical subtype. We used the Foundation one data to analyze the difference in Genomic Alterations (GAs) that occur in KRAS mutated and wild-type PDA. Methods Comprehensive genomic profiling (CGP) data, tumor mutational burden (TMB), microsatellite instability (MSI) and PD-L1 by Immunohistochemistry (IHC) were analyzed. Results and discussion Our cohort had 9444 cases of advanced PDA. 8723 (92.37%) patients had KRAS mutation. 721 (7.63%) patients were KRAS wild-type. Among potentially targetable mutations, GAs more common in KRAS wild-type included ERBB2 (mutated vs wild-type: 1.7% vs 6.8%, p <0.0001), BRAF (mutated vs wild-type: 0.5% vs 17.9%, p <0.0001), PIK3CA (mutated vs wild-type: 2.3% vs 6.5%, p <0.001), FGFR2 (mutated vs wild-type: 0.1% vs 4.4%, p <0.0001), ATM (mutated vs wild-type: 3.6% vs 6.8%, p <0.0001). On analyzing untargetable GAs, the KRAS mutated group had a significantly higher percentage of TP53 (mutated vs wild-type: 80.2% vs 47.6%, p <0.0001), CDKN2A (mutated vs wild-type: 56.2% vs 34.4%, p <0.0001), CDKN2B (mutated vs wild-type: 28.9% vs 23%, p =0.007), SMAD4 (mutated vs wild-type: 26.8% vs 15.7%, p <0.0001) and MTAP (mutated vs wild-type: 21.7% vs 18%, p =0.02). ARID1A (mutated vs wild-type: 7.7% vs 13.6%, p <0.0001 and RB1(mutated vs wild-type: 2% vs 4%, p =0.01) were more prevalent in the wild-type subgroup. Mean TMB was higher in the KRAS wild-type subgroup (mutated vs wild-type: 2.3 vs 3.6, p <0.0001). High TMB, defined as TMB > 10 mut/mB (mutated vs wild-type: 1% vs 6.3%, p <0.0001) and very-high TMB, defined as TMB >20 mut/mB (mutated vs wild-type: 0.5% vs 2.4%, p <0.0001) favored the wild-type. PD-L1 high expression was similar between the 2 groups (mutated vs wild-type: 5.7% vs 6%,). GA associated with immune checkpoint inhibitors (ICPIs) response including PBRM1 (mutated vs wild-type: 0.7% vs 3.2%, p <0.0001) and MDM2 (mutated vs wild-type: 1.3% vs 4.4%, p <0.0001) were more likely to be seen in KRAS wild-type PDA.
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Affiliation(s)
| | - Serenella Serinelli
- Department of Pathology, Upstate Medical University, Syracuse, NY, United States
| | - Daniel J. Zaccarini
- Department of Pathology, Upstate Medical University, Syracuse, NY, United States
| | | | | | | | - Alina Basnet
- Upstate Cancer Center, Upstate Medical University, Syracuse, NY, United States
| | | | - Stephen Graziano
- Upstate Cancer Center, Upstate Medical University, Syracuse, NY, United States
| | - Jeffrey S. Ross
- Department of Pathology, Upstate Medical University, Syracuse, NY, United States
- Foundation Medicine, Cambridge, MA, United States
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Tian J, Wang H, Lu C, Liu L, Zhang X, Xie Y, Li R, Lv X, Fu D, Zhang L, Fang X, Wang X, Hu J, Liu X, Huang X, Zhao Q, Luo N, Tang H, Zhong Z, He Y, Li L. Genomic characteristics and prognosis of lung cancer patients with MSI-H: A cohort study. Lung Cancer 2023; 181:107255. [PMID: 37244039 DOI: 10.1016/j.lungcan.2023.107255] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 04/14/2023] [Accepted: 05/17/2023] [Indexed: 05/29/2023]
Abstract
BACKGROUND Microsatellite instability (MSI) is the first pan-cancer biomarker approved to guide immune checkpoint inhibitor therapy for MSI-high (MSI-H) solid tumors. In lung cancer, the MSI-H frequency is very low, and the genetic characteristics and prognosis of lung cancer with MSI-H were rarely reported. METHODS Next-generation sequencing and immunohistochemistry were used detect MSI status, tumor mutation burden (TMB) and PD-L1 expression. RESULTS Among 12,484 lung cancer patients screened, 66 were found with MSI-H, the proportion was as low as 0.5%. Compared with Microsatellite stability (MSS), TMB was higher in MSI-H lung cancer patients, while PD-L1 expression showed no considerable difference between MSI-H and MSS. After propensity score matching, compared with MSS, the most common companion mutations in MSI-H were TP53, BRCA2, TGFBR2, PTEN and KMT2C. In MSI-H lung adenocarcinoma with EGFR mutation, TGFBR2 and ERBB2 had higher mutation frequency than in MSS. CONCLUSION The current study reveals the genetic characteristics of MSI-H lung cancer, which advanced our understanding of MSI-H lung cancer.
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Affiliation(s)
- Jie Tian
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Hongdan Wang
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Conghua Lu
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Lan Liu
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Xianquan Zhang
- The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yunbo Xie
- The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Rutian Li
- Nanjing Drum Tower Hospital The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Xin Lv
- Nanjing Drum Tower Hospital The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Dan Fu
- 3D Medicines Inc., Shanghai, China
| | - Ling Zhang
- The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Xisheng Fang
- Department of Medical Oncology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Xuming Wang
- The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Jing Hu
- Chongqing General Hospital, University of Chinese Academy of Sciences, Chongqing, China
| | | | | | - Qian Zhao
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Nuo Luo
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Huan Tang
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Zhaoyang Zhong
- Department of Cancer Center, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China.
| | - Yong He
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China.
| | - Li Li
- Department of Respiratory Medicine, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, China.
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Mendoza RP, Wang P, Schulte JJ, Tjota MY, Jani I, Martinez AC, Haridas R, Wanjari P, Steinhardt G, Brown N, Betz BL, Chapel DB, Kertowidjojo E, Yamada SD, Bennett JA. Endometrial Carcinomas With Subclonal Loss of Mismatch Repair Proteins: A Clinicopathologic and Genomic Study. Am J Surg Pathol 2023; 47:589-598. [PMID: 36866757 DOI: 10.1097/pas.0000000000002031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 01/27/2023] [Indexed: 03/04/2023]
Abstract
Subclonal loss of mismatch repair (MMR) proteins has been described in a small subset of endometrial carcinomas (ECs), but the genomic basis for this phenomenon has received limited attention. Herein, we retrospectively evaluated all ECs with MMR immunohistochemistry (n=285) for subclonal loss, and in those (n=6), performed a detailed clinicopathologic and genomic comparison of the MMR-deficient and MMR-proficient components. Three tumors were FIGO stage IA, and one each stage IB, II, and IIIC2. Patterns of subclonal loss were as follows: (1) 3 FIGO grade 1 endometrioid carcinomas with subclonal MLH1/PMS2, MLH1 promoter hypermethylation, and no MMR gene mutations; (2) POLE -mutated FIGO grade 3 endometrioid carcinoma with subclonal PMS2, and PMS2 and MSH6 mutations limited to the MMR-deficient component; (3) dedifferentiated carcinoma with subclonal MSH2/MSH6, as well as complete loss of MLH1/PMS2, MLH1 promoter hypermethylation, and PMS2 and MSH6 mutations in both components; (4) dedifferentiated carcinoma with subclonal MSH6, and somatic and germline MSH6 mutations in both components, but with a higher allele frequency in MMR-deficient foci. Recurrences occurred in 2 patients, one consisted of the MMR-proficient component from a FIGO 1 endometrioid carcinoma, while the other was from the MSH6 -mutated dedifferentiated endometrioid carcinoma. At the last follow-up (median: 44 mo), 4 patients were alive and disease-free and 2 were alive with disease. In summary, subclonal MMR loss reflects subclonal and often complex genomic and epigenetic alterations, which may have therapeutic implications and therefore must be reported when present. In addition, subclonal loss can occur in both POLE -mutated and Lynch syndrome-associated ECs.
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Affiliation(s)
| | | | - Jefree J Schulte
- Departments of Pathology
- Department of Pathology and Laboratory Medicine, University of Wisconsin, Madison, WI
| | | | - Ina Jani
- Obstetrics and Gynecology, University of Chicago, Chicago, IL
| | - Anna C Martinez
- Departments of Pathology
- Obstetrics and Gynecology, University of Chicago, Chicago, IL
| | | | | | | | - Noah Brown
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Bryan L Betz
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - David B Chapel
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | | | - S D Yamada
- Obstetrics and Gynecology, University of Chicago, Chicago, IL
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Danziger N, Sokol ES, Graf RP, Hiemenz MC, Maule J, Parimi V, Palmieri C, Pusztai L, Ross JS, Huang RSP. Variable Landscape of PD-L1 Expression in Breast Carcinoma as Detected by the DAKO 22C3 Immunohistochemistry Assay. Oncologist 2023; 28:319-326. [PMID: 36866462 PMCID: PMC10078903 DOI: 10.1093/oncolo/oyad025] [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: 06/17/2022] [Accepted: 01/09/2023] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND In 2020, pembrolizumab was approved as a therapy for triple-negative breast cancer (TNBC) with the companion diagnostic DAKO 22C3 programmed death ligand-1 (PD-L1) immunohistochemistry assay. The study aimed to determine the landscape of PD-L1 expression as detected by the DAKO 22C3 PD-L1 assay in breast cancer subtypes and compare the clinicopathologic and genomic characteristics of PD-L1 positive and negative TNBC. METHODS PD-L1 expression using the DAKO 22C3 antibody was scored using a combined positive score (CPS) and positive status was defined as CPS ≥10. Comprehensive genomic profiling was performed using the FoundationOne CDx assay. RESULTS Of the 396 BC patients stained with DAKO 22C3, the majority were HR+/HER2- and TNBC (42% and 36%, respectively). Median PD-L1 expression and frequency of CPS ≥10 was highest in TNBC cases (median: 7.5, 50% CPS ≥10) and lowest in the HR+/HER2- group (median: 1.0, 15.5% CPS ≥10) (P < .0001). A comparison of PD-L1 positive and PD-L1 negative TNBC demonstrated no significant differences in clinicopathologic or genomic characteristics. TNBC tissue samples from the breast did have an observed enrichment for PD-L1 positivity compared to TNBC tissue samples from a metastatic site (57% vs. 44%), but this was not statistically significant (P = .1766). In the HR+/HER2- group, genomic alterations in TP53, CREBBP, and CCNE1 were more prevalent and genomic loss of heterozygosity was higher in the PD-L1(+) group compared to the PD-L1(-) group. CONCLUSIONS The subtypes of breast cancer have distinct patterns of PD-L1 expression, supporting that further research of immunotherapies may include specific evaluation of optimum cutoffs for non-TNBC patients. In TNBC, PD-L1 positivity is not associated with other clinicopathologic or genomic features and should be integrated into future studies of immunotherapy efficacy.
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Affiliation(s)
| | | | - Ryon P Graf
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | - Jake Maule
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | - Carlo Palmieri
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - Lajos Pusztai
- The Clatterbridge Cancer Centre National Health Service (NHS) Foundation Trust, Liverpool, UK
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA
- Departments of Pathology and Urology, State University of New York Upstate Medical University, Syracuse, NY, USA
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Hill BL, Graf RP, Shah K, Danziger N, Lin DI, Quintanilha J, Li G, Haberberger J, Ross JS, Santin AD, Slomovitz B, Elvin JA, Eskander RN. Mismatch repair deficiency, next-generation sequencing-based microsatellite instability, and tumor mutational burden as predictive biomarkers for immune checkpoint inhibitor effectiveness in frontline treatment of advanced stage endometrial cancer. Int J Gynecol Cancer 2023; 33:504-513. [PMID: 36750267 PMCID: PMC10086481 DOI: 10.1136/ijgc-2022-004026] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 01/23/2023] [Indexed: 02/09/2023] Open
Abstract
OBJECTIVE Molecular profiling is developing to inform treatment in endometrial cancer. Using real world evidence, we sought to evaluate frontline immune checkpoint inhibitor vs chemotherapy effectiveness in advanced endometrial cancer, stratified by Tumor Mutational Burden (TMB) ≥10 mut/MB and microsatellite instability (MSI). METHODS Patients with advanced endometrial cancer in the US-based de-identified Flatiron Health-Foundation Medicine Clinico-Genomic Database were included. Data originated from patients treated between January 2011- March 2022 at 280 US clinics. Next-generation sequencing assays were performed via FoundationOne or FoundationOneCDx. Longitudinal clinical data were derived from electronic health records. Immune checkpoint inhibitor treatment included pembrolizumab, dostarlimab, and nivolumab monotherapies. Time to next treatment, time to treatment discontinuation, and overall survival were assessed with the log-rank test and Cox proportional hazard models with adjusted hazard ratios (aHR) for known prognostic factors. We used the Likelihood ratio test to compare biomarker performance. RESULTS A total of 343 patients received chemotherapy and 28 received immune checkpoint inhibitor monotherapy as frontline treatment. Patients who received monotherapy were more likely to be stage III at diagnosis (immune checkpoint inhibitor: 54.6% vs chemotherapy: 15.0%; p<0.001) and more likely to test MSI-high via next-generation sequencing (immune checkpoint inhibitor: 53.6% vs chemotherapy: 19.2%; p<0.001). In MSI-high cancers, single-agent immune checkpoint inhibitor had a more favorable time to next treatment (aHR: 0.18, p=0.001) and overall survival (aHR 0.29, p=0.045). Additional analyses on 70 unique tumor specimens revealed mismatch repair deficiency (dMMR) via immunohistochemistry and MSI-high via next-generation sequencing concordance (91%), with nominal improvement of MSI over dMMR to predict time to treatment discontinuation (p=0.030), time to next treatment (p=0.032), and overall survival (p=0.22). MSI status was concordant with tumor mutational burden ≥10 in 94.3% of cases. CONCLUSION Immune checkpoint inhibitors may have improved efficacy over chemotherapy in frontline treatment for advanced endometrial cancer defined by MSI-high using next-generation sequencing as a nominally better predictor of outcomes than dMMR with immunohistochemistry. This provides the biologic rationale of active phase III trials.
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Affiliation(s)
- Breana L Hill
- Department of Obstetrics, Gynecology and Reproductive Sciences, Division of Gynecologic Oncology, University of California San Diego Moores Cancer Center, La Jolla, California, USA
| | - Ryon P Graf
- Department of Clinical Development, Medical Team, Foundation Medicine Inc, San Diego, California, USA
| | - Kunal Shah
- Department of Data & Insights Delivery, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Natalie Danziger
- Department of Pathology and Diagnostic Medicine, Medical Team, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Douglas I Lin
- Department of Pathology and Diagnostic Medicine, Medical Team, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Julia Quintanilha
- Department of Clinical Development, Medical Team, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Gerald Li
- Department of Clinical Development, Medical Team, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - James Haberberger
- Department of Pathology and Diagnostic Medicine, Medical Team, Foundation Medicine Inc, Morrisville, North Carolina, USA
| | - Jeffrey S Ross
- Department of Pathology and Diagnostic Medicine, Medical Team, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Alessandro D Santin
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Division of Gynecologic Oncology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Brian Slomovitz
- Division of Gynecologic Oncology, Mount Sinai Medical Center, Miami Beach, Florida, USA
| | - Julia A Elvin
- Department of Pathology and Diagnostic Medicine, Medical Team, Foundation Medicine Inc, Cambridge, Massachusetts, USA
| | - Ramez N Eskander
- Department of Obstetrics, Gynecology and Reproductive Sciences, Division of Gynecologic Oncology, University of California San Diego Moores Cancer Center, La Jolla, California, USA
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Gates JC, Clark AP, Cherkas E, Shreenivas AV, Kraus D, Danzinger N, Huang RSP, Johnson J, Ross JS. Genomic profiling and precision medicine in complex ameloblastoma. Head Neck 2023; 45:816-826. [PMID: 36645099 DOI: 10.1002/hed.27294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 12/01/2022] [Accepted: 12/27/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Ameloblastoma may present a significant treatment challenge in the locally advanced, recurrent and metastatic setting. Comprehensive genomic profiling (CGP) can identify targetable genomic alterations to aid in treatment. METHODS Ameloblastoma samples were sequenced using hybrid-capture based sequencing. A systematic literature review was performed to examine outcomes in studies employing targeted treatment in ameloblastoma. RESULTS We reviewed 14 cases of Ameloblastoma using CGP. There were six patients with activating BRAF mutations, five with PIK3CA, five with SMO, four with FGFR2, one with EGFR, and one with ROS1. All cases were MSI stable and the median TMB was 2.5 mutations/Mb. A separate literature review of clinical outcomes in ameloblastoma showed a predominance of at least partial response to targeted treatment (7/12 cases). CONCLUSION CGP is helpful in identifying specific driver mutations in patients with complex ameloblastoma. Targeted treatment has been employed with success in achieving treatment response.
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Affiliation(s)
- James C Gates
- Department of Oral and Maxillofacial Surgery, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, Pennsylvania, USA
| | | | - Elliot Cherkas
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Aditya V Shreenivas
- Department of Medical Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Dennis Kraus
- Director of Oncology, Centura Health, Centennial, Colorado, USA
| | | | | | - Jennifer Johnson
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jeffrey S Ross
- Foundation Medicine, Inc., Cambridge, Massachusetts, USA
- Department of Pathology, Upstate Medical University, Syracuse, New York, USA
- Department of Urology, Upstate Medical University, Syracuse, New York, USA
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Bou Zerdan M, Ashok Kumar P, Haroun E, Srivastava N, Ross J, Sivapiragasam A. Genomic landscape of metastatic breast cancer (MBC) patients with methylthioadenosine phosphorylase ( MTAP) loss. Oncotarget 2023; 14:178-187. [PMID: 36913304 PMCID: PMC10010627 DOI: 10.18632/oncotarget.28376] [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: 03/14/2023] Open
Abstract
INTRODUCTION Homozygous deletion of MTAP upregulates de novo synthesis of purine (DNSP) and increases the proliferation of neoplastic cells. This increases the sensitivity of breast cancer cells to DNSP inhibitors such as methotrexate, L-alanosine and pemetrexed. MATERIALS AND METHODS 7,301 cases of MBC underwent hybrid-capture based comprehensive genomic profiling (CGP). Tumor mutational burden (TMB) was determined on up to 1.1 Mb of sequenced DNA and microsatellite instability (MSI) was determined on 114 loci. Tumor cell PD-L1 expression was determined by IHC (Dako 22C3). RESULTS 208 (2.84%) of MBC featured MTAP loss. MTAP loss patients were younger (p = 0.002) and were more frequently ER- (30% vs. 50%; p < 0.0001), triple negative (TNBC) (47% vs. 27%; p < 0.0001) and less frequently HER2+ (2% vs. 8%; p = 0.0001) than MTAP intact MBC. Lobular histology and CDH1 mutations were more frequent in MTAP intact (14%) than MTAP loss MBC (p < 0.0001). CDKN2A (100%) and CDKN2B (97%) loss (9p21 co-deletion) were significantly associated with MTAP loss (p < 0.0001). Likely associated with the increased TNBC cases, BRCA1 mutation was also more frequent in MTAP loss MBC (10% vs. 4%; p < 0.0001). As for immune checkpoint inhibitors biomarkers, higher TMB >20 mut/Mb levels in the MTAP intact MBC (p < 0.0001) and higher PD-L1 low expression (1-49% TPS) in the MTAP loss MTAP (p = 0.002) were observed. CONCLUSIONS MTAP loss in MBC has distinct clinical features with genomic alterations (GA) affecting both targeted and immunotherapies. Further efforts are necessary to identify alternative means of targeting PRMT5 and MTA2 in MTAP-ve cancers to benefit from the high-MTA environment of MTAP-deficient cancers.
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Affiliation(s)
- Maroun Bou Zerdan
- Department of Internal Medicine, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Prashanth Ashok Kumar
- Department of Internal Medicine, Division of Hematology Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Elio Haroun
- SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Nimisha Srivastava
- Department of Internal Medicine, Division of Hematology Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Jeffrey Ross
- Foundation Medicine, Inc., Morrisville, NC 27560, USA.,Departments of Pathology and Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Abirami Sivapiragasam
- Department of Internal Medicine, Division of Hematology Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
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