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Forster‐Sack M, Zoche M, Pestalozzi B, Witzel I, Schwarz EI, Herzig JJ, Fansa H, Tausch C, Ross J, Moch H, Varga Z. ERBB2-amplified lobular breast carcinoma exhibits concomitant CDK12 co-amplification associated with poor prognostic features. J Pathol Clin Res 2024; 10:e12362. [PMID: 38335502 PMCID: PMC10800294 DOI: 10.1002/2056-4538.12362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 12/06/2023] [Accepted: 12/22/2023] [Indexed: 02/12/2024]
Abstract
Most invasive lobular breast carcinomas (ILBCs) are luminal-type carcinomas with an HER2-negative phenotype (ERBB2 or HER2 un-amplified) and CDH1 mutations. Rare variants include ERBB2-amplified subtypes associated with an unfavorable prognosis and less response to anti-HER2 targeted therapies. We analyzed the clinicopathological and molecular features of ERBB2-amplified ILBC and compared these characteristics with ERBB2-unamplified ILBC. A total of 253 patients with ILBC were analyzed. Paraffin-embedded formalin-fixed tumor samples from 250 of these patients were added to a tissue microarray. Protein expression of prognostic, stem cell and breast-specific markers was tested by immunohistochemistry (IHC). Hybrid capture-based comprehensive genomic profiling (CGP) was performed for 10 ILBCs that were either fluorescent in situ hybridization (FISH) or IHC positive for HER2 amplification/overexpression and 10 ILBCs that were either FISH or IHC negative. Results were compared with a CGP database of 44,293 invasive breast carcinomas. The CGP definition of ERBB2 amplification was five copies or greater. A total of 17 of 255 ILBC (5%) were ERBB2 amplified. ERBB2-amplified ILBC had higher tumor stage (p < 0.0001), more frequent positive nodal status (p = 0.00022), more distant metastases (p = 0.012), and higher histological grade (p < 0.0001), and were more often hormone receptor negative (p < 0.001) and more often SOX10 positive (p = 0.005). ERBB2 short variant sequence mutations were more often detected in ERBB2-unamplified tumors (6/10, p = 0.027), whereas CDH1 mutations/copy loss were frequently present in both subgroups (9/10 and 7/10, respectively). Amplification of pathogenic genes were more common in HER2-positive ILBC (p = 0.0009). CDK12 gene amplification (≥6 copies) was detected in 7 of 10 ERBB2-amplified ILBC (p = 0.018). There were no CDK12 gene amplifications reported in 44,293 invasive breast carcinomas in the FMI Insights CGP database. ERBB2-amplified ILBC is a distinct molecular subgroup with frequent coamplification of CDK12, whereas ERBB2 sequence mutations occur only in ERBB2-unamplified ILBC. CDK12/ERBB2 co-amplification may explain the poor prognosis and therapy resistance of ERBB2-amplified ILBC.
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Affiliation(s)
- Miriam Forster‐Sack
- Department of Pathology and Molecular PathologyUniversity Hospital ZurichZürichSwitzerland
| | - Martin Zoche
- Department of Pathology and Molecular PathologyUniversity Hospital ZurichZürichSwitzerland
| | - Bernhard Pestalozzi
- Department of OncologyUniversity Hospital ZurichZürichSwitzerland
- Comprehensive Cancer Center, Breast CenterUniversity Hospital ZurichZürichSwitzerland
| | - Isabell Witzel
- Comprehensive Cancer Center, Breast CenterUniversity Hospital ZurichZürichSwitzerland
- Department of GynecologyUniversity Hospital Zurich, University of ZurichZürichSwitzerland
| | | | | | - Hisham Fansa
- Breast CenterHospital ZollikerbergZollikerbergSwitzerland
| | | | - Jeff Ross
- Department of Pathology, Urology and Medicine (Oncology)Upstate Medical UniversitySyracuseNYUSA
- Foundation Medicine, Inc.CambridgeMAUSA
| | - Holger Moch
- Department of Pathology and Molecular PathologyUniversity Hospital ZurichZürichSwitzerland
| | - Zsuzsanna Varga
- Department of Pathology and Molecular PathologyUniversity Hospital ZurichZürichSwitzerland
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2
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Choschzick M, Stergiou C, Gut A, Zoche M, Ross JS, Moch H. NOTCH1 and PIK3CA mutation are related to HPV-associated vulvar squamous cell carcinoma. Pathol Res Pract 2023; 251:154877. [PMID: 37839360 DOI: 10.1016/j.prp.2023.154877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 09/21/2023] [Accepted: 10/06/2023] [Indexed: 10/17/2023]
Abstract
NOTCH1 and PIK3CA are members of important cell signalling pathways that are deregulated in squamous cell carcinomas of various organs. Vulvar squamous cell carcinomas (vulvSCC) are classically divided into two pathways, HPV-associated or HPV-independent, but the effect of NOTCH1 and PIK3CA mutations in both groups is unclear. We analysed two different cohorts of vulvSCC using Hybrid Capture-based Comprehensive Genomic Profiling and identified NOTCH1 and PIK3CA mutations in 35% and 31% of 48 primary vulvSCC. In this first cohort, PIK3CA and NOTCH1 mutations were significantly correlated with HPV infection (p < 0.01). Furthermore, mutations in both genes were associated with an advanced tumor stage and poorly differentiated status (p < 0.05). PIK3CA and NOTCH1 mutations were also associated with shorter patient survival which did not reach significance. In the second cohort of 735 advanced vulvSCC from metastatic site biopsies or from sites of unresectable loco-regional disease, NOTCH1 and PIK3CA mutations were reported in 14% and 20.3%, respectively. 4 of 48 (8%) and 22 of 735 vulvSCC (3.0%) featured genomic alterations (short variants and/or copy number changes and/or rearrangements) in both NOTCH1 and PIK3CA. NOTCH1 mutations were mostly located in the extracellular EGF-like domains, were inactivating and indicated that NOTCH1 functions predominantly as a tumor suppressor gene in vulvSCC. In contrast, PIK3CA mutations favored hotspot codons 1624 and 1633 of the gene, indicating that PIK3CA acts as an oncogene in vulvar carcinogenesis. In conclusion, NOTCH1 and PIK3CA mutations are detectable in a substantial proportion of vulvSCC and are related to HPV infection and more aggressive tumor behaviour.
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Affiliation(s)
- M Choschzick
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.
| | - C Stergiou
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - A Gut
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - M Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - J S Ross
- Foundation Medicine, Inc., Cambridge, MA, USA; SUNY Upstate Medical University, Syracuse, NY, USA
| | - H Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
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Hiltbrunner S, Cords L, Kasser S, Freiberger SN, Kreutzer S, Toussaint NC, Grob L, Opitz I, Messerli M, Zoche M, Soltermann A, Rechsteiner M, van den Broek M, Bodenmiller B, Curioni-Fontecedro A. Acquired resistance to anti-PD1 therapy in patients with NSCLC associates with immunosuppressive T cell phenotype. Nat Commun 2023; 14:5154. [PMID: 37620318 PMCID: PMC10449840 DOI: 10.1038/s41467-023-40745-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 08/07/2023] [Indexed: 08/26/2023] Open
Abstract
Immune checkpoint inhibitor treatment has the potential to prolong survival in non-small cell lung cancer (NSCLC), however, some of the patients develop resistance following initial response. Here, we analyze the immune phenotype of matching tumor samples from a cohort of NSCLC patients showing good initial response to immune checkpoint inhibitors, followed by acquired resistance at later time points. By using imaging mass cytometry and whole exome and RNA sequencing, we detect two patterns of resistance¨: One group of patients is characterized by reduced numbers of tumor-infiltrating CD8+ T cells and reduced expression of PD-L1 after development of resistance, whereas the other group shows high CD8+ T cell infiltration and high expression of PD-L1 in addition to markedly elevated expression of other immune-inhibitory molecules. In two cases, we detect downregulation of type I and II IFN pathways following progression to resistance, which could lead to an impaired anti-tumor immune response. This study thus captures the development of immune checkpoint inhibitor resistance as it progresses and deepens our mechanistic understanding of immunotherapy response in NSCLC.
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Affiliation(s)
- Stefanie Hiltbrunner
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, 8091, Switzerland
- Comprehensive Cancer Center Zurich, University Hospital Zurich, Zurich, 8091, Switzerland
- University of Zurich, Zurich, Switzerland
- University of Fribourg, Faculty of Science and Medicine, Fribourg, 1700, Switzerland
| | - Lena Cords
- University of Zurich, Zurich, Switzerland
- Department of Quantitative Biomedicine, University of Zurich, Zurich, 8057, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, 8049, Switzerland
- Life Science Zurich Graduate School, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Sabrina Kasser
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, 8091, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Sandra N Freiberger
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091, Zurich, Switzerland
| | - Susanne Kreutzer
- Functional Genomics Center Zurich, ETH and University of Zurich, Zurich, 8057, Switzerland
| | - Nora C Toussaint
- NEXUS Personalized Health Technologies, ETH Zurich, Zurich, 8952, Switzerland
- SIB Swiss Institute of Bioinformatics, Lausanne, 1015, Switzerland
| | - Linda Grob
- NEXUS Personalized Health Technologies, ETH Zurich, Zurich, 8952, Switzerland
- SIB Swiss Institute of Bioinformatics, Lausanne, 1015, Switzerland
| | - Isabelle Opitz
- Department of Thoracic Surgery, University Hospital Zurich, Zurich, 8091, Switzerland
| | - Michael Messerli
- University of Zurich, Zurich, Switzerland
- Department of Nuclear Medicine, University Hospital Zurich, Zurich, 8091, Switzerland
| | - Martin Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091, Zurich, Switzerland
| | - Alex Soltermann
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091, Zurich, Switzerland
- Pathologie Länggasse, Ittigen, 3063, Switzerland
| | - Markus Rechsteiner
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091, Zurich, Switzerland
| | - Maries van den Broek
- University of Zurich, Zurich, Switzerland
- Institute of Experimental Immunology, University of Zurich, Zurich, 8057, Switzerland
| | - Bernd Bodenmiller
- University of Zurich, Zurich, Switzerland
- Department of Quantitative Biomedicine, University of Zurich, Zurich, 8057, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, 8049, Switzerland
| | - Alessandra Curioni-Fontecedro
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, 8091, Switzerland.
- Comprehensive Cancer Center Zurich, University Hospital Zurich, Zurich, 8091, Switzerland.
- University of Zurich, Zurich, Switzerland.
- University of Fribourg, Faculty of Science and Medicine, Fribourg, 1700, Switzerland.
- Clinic of Oncology, Cantonal Hospital Fribourg, Fribourg, 1752, Switzerland.
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Treichler G, Hoeller S, Rueschoff JH, Rechsteiner M, Britschgi C, Arnold F, Zoche M, Hiltbrunner S, Moch H, Akhoundova D, Opitz I, Curioni-Fontecedro A. Improving the turnaround time of molecular profiling for advanced non-small cell lung cancer: Outcome of a new algorithm integrating multiple approaches. Pathol Res Pract 2023; 248:154660. [PMID: 37413876 DOI: 10.1016/j.prp.2023.154660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Molecular tumor profiling to identify oncogenic drivers and actionable mutations has a profound impact on how lung cancer is treated. Especially in the subgroup of non-small cell lung cancer (NSCLC), molecular testing for certain mutations is crucial in daily clinical practice and is recommended by international guidelines. To date, a standardized approach to identify druggable genetic alterations are lacking. We have developed and implemented a new diagnostic algorithm to harmonize the molecular testing of NSCLC. PATIENTS AND METHODS In this retrospective analysis, we reviewed 119 patients diagnosed with NSCLC at the University Hospital Zurich. Tumor samples were analyzed using our standardized diagnostic algorithm: After the histological diagnosis was made, tissue samples were further analyzed by immunohistochemical stainings as well as the real-time PCR test Idylla™. Extracted DNA was further utilized for comprehensive genomic profiling (FoundationOne®CDx, F1CDx). RESULTS Out of the 119 patients were included in this study, 100 patients were diagnosed with non-squamous NSCLC (nsqNSCLC) and 19 with squamous NSCLC (sqNSCLC). The samples from the nsqNSCLC patients underwent testing by Idylla™ and were evaluated by immunohistochemistry (IHC). F1CDx analysis was run on 67 samples and 46 potentially actionable genomic alterations were detected. Ten patients received the indicated targeted treatment. The median time to test results was 4 days for the Idylla test, 5 days for IHC and 13 days for the F1CDx. CONCLUSION In patients with NSCLC, the implementation of a standardized molecular testing algorithm provided information on predictive markers for NSCLC within a few working days. The implementation of broader genomic profiling led to the identification of actionable targets, which would otherwise not have been discovered.
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Affiliation(s)
- G Treichler
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Department of Medical Oncology and Hematology, Cantonal Hospital Winterthur, Switzerland
| | - S Hoeller
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland; University of Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland
| | - J H Rueschoff
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - M Rechsteiner
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - C Britschgi
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; University of Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland
| | - F Arnold
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - M Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - S Hiltbrunner
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Faculty of Science and Medicine, University of Fribourg, Switzerland
| | - H Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - D Akhoundova
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Department of Oncology, University Hospital Bern, Switzerland
| | - I Opitz
- University of Zurich, Switzerland; Department of Thoracic Surgery, University Hospital Zurich, Switzerland
| | - A Curioni-Fontecedro
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; University of Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Faculty of Science and Medicine, University of Fribourg, Switzerland; Department of Oncology, Cantonal Hospital Fribourg, Switzerland.
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5
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Schraml P, Aimi F, Zoche M, Aguilera-Garcia D, Arnold F, Moch H, Hottiger MO. Altered cytoplasmic and nuclear ADP-ribosylation levels analyzed with an improved ADP-ribose binder are a prognostic factor in renal cell carcinoma. J Pathol Clin Res 2023. [PMID: 36999983 DOI: 10.1002/cjp2.320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 02/03/2023] [Accepted: 03/10/2023] [Indexed: 04/01/2023]
Abstract
ADP-ribosylation (ADPR) of proteins is catalyzed by ADP-ribosyltransferases, which are targeted by inhibitors (i.e. poly(ADP-ribose) polymerase inhibitors [PARPi]). Although renal cell carcinoma (RCC) cells are sensitive in vitro to PARPi, studies on the association between ADPR levels and somatic loss of function mutations in DNA damage repair genes are currently missing. Here we observed, in two clear cell RCC (ccRCC) patient cohorts (n = 257 and n = 241) stained with an engineered ADP-ribose binding macrodomain (eAf1521), that decreased cytoplasmic ADPR (cyADPR) levels significantly correlated with late tumor stage, high-ISUP (the International Society of Urological Pathology) grade, presence of necrosis, dense lymphocyte infiltration, and worse patient survival (p < 0.01 each). cyADPR proved to be an independent prognostic factor (p = 0.001). Comparably, absence of nuclear ADPR staining in ccRCC correlated with absence of PARP1 staining (p < 0.01) and worse patient outcome (p < 0.05). In papillary RCC the absence of cyADPR was also significantly associated with tumor progression and worse patient outcome (p < 0.05 each). To interrogate whether the ADPR status could be associated with genetic alterations in DNA repair, chromatin remodeling, and histone modulation, we performed DNA sequence analysis and identified a significant association of increased ARID1A mutations in ccRCCcyADPR+++/PARP1+ compared with ccRCCcyADPR-/PARP1- (31% versus 4%; p < 0.05). Collectively, our data suggest the prognostic value of nuclear and cytoplasmic ADPR levels in RCC that might be further influenced by genetic alterations.
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Affiliation(s)
- Peter Schraml
- Department of Pathology and Molecular Pathology, University Hospital Zurich (USZ), Zurich, Switzerland
| | - Fabio Aimi
- Department of Pathology and Molecular Pathology, University Hospital Zurich (USZ), Zurich, Switzerland
- Department of Molecular Mechanism of Disease (DMMD), University of Zurich (UZH), Zurich, Switzerland
| | - Martin Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich (USZ), Zurich, Switzerland
| | - Domingo Aguilera-Garcia
- Department of Pathology and Molecular Pathology, University Hospital Zurich (USZ), Zurich, Switzerland
| | - Fabian Arnold
- Department of Pathology and Molecular Pathology, University Hospital Zurich (USZ), Zurich, Switzerland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich (USZ), Zurich, Switzerland
| | - Michael O Hottiger
- Department of Molecular Mechanism of Disease (DMMD), University of Zurich (UZH), Zurich, Switzerland
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Eichhoff OM, Stoffel CI, Käsler J, Briker L, Turko P, Karsai G, Zila N, Paulitschke V, Cheng PF, Leitner A, Bileck A, Zamboni N, Irmisch A, Balazs Z, Tastanova A, Pascoal S, Johansen P, Wegmann R, Mena J, Othman A, Viswanathan VS, Wenzina J, Aloia A, Saltari A, Dzung A, Aebersold R, Ak M, Al-Quaddoomi FS, Albert SI, Albinus J, Alborelli I, Andani S, Attinger PO, Bacac M, Baumhoer D, Beck-Schimmer B, Beerenwinkel N, Beisel C, Bernasconi L, Bertolini A, Bodenmiller B, Bonilla X, Bosshard L, Calgua B, Casanova R, Chevrier S, Chicherova N, Coelho R, D'Costa M, Danenberg E, Davidson N, Drãgan MA, Dummer R, Engler S, Erkens M, Eschbach K, Esposito C, Fedier A, Ferreira P, Ficek J, Frei AL, Frey B, Goetze S, Grob L, Gut G, Günther D, Haberecker M, Haeuptle P, Heinzelmann-Schwarz V, Herter S, Holtackers R, Huesser T, Immer A, Irmisch A, Jacob F, Jacobs A, Jaeger TM, Jahn K, James AR, Jermann PM, Kahles A, Kahraman A, Koelzer VH, Kuebler W, Kuipers J, Kunze CP, Kurzeder C, Lehmann KV, Levesque M, Lischetti U, Lugert S, Maass G, Manz MG, Markolin P, Mehnert M, Mena J, Metzler JM, Miglino N, Milani ES, Moch H, Muenst S, Murri R, Ng CK, Nicolet S, Nowak M, Lopez MN, Pedrioli PG, Pelkmans L, Piscuoglio S, Prummer M, Rimmer N, Ritter M, Rommel C, Rosano-González ML, Rätsch G, Santacroce N, Del Castillo JS, Schlenker R, Schwalie PC, Schwan S, Schär T, Senti G, Shao W, Singer F, Sivapatham S, Snijder B, Sobottka B, Sreedharan VT, Stark S, Stekhoven DJ, Tanna T, Theocharides AP, Thomas TM, Tolnay M, Tosevski V, Toussaint NC, Tuncel MA, Tusup M, Van Drogen A, Vetter M, Vlajnic T, Weber S, Weber WP, Wegmann R, Weller M, Wendt F, Wey N, Wicki A, Wildschut MH, Wollscheid B, Yu S, Ziegler J, Zimmermann M, Zoche M, Zuend G, Krauthammer M, Schreiber SL, Hornemann T, Distel M, Snijder B, Dummer R, Levesque MP. ROS Induction Targets Persister Cancer Cells with Low Metabolic Activity in NRAS-Mutated Melanoma. Cancer Res 2023; 83:1128-1146. [PMID: 36946761 DOI: 10.1158/0008-5472.can-22-1826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 10/04/2022] [Accepted: 01/24/2023] [Indexed: 03/23/2023]
Abstract
Clinical management of melanomas with NRAS mutations is challenging. Targeting MAPK signaling is only beneficial to a small subset of patients due to resistance that arises through genetic, transcriptional, and metabolic adaptation. Identification of targetable vulnerabilities in NRAS-mutated melanoma could help improve patient treatment. Here, we used multiomics analyses to reveal that NRAS-mutated melanoma cells adopt a mesenchymal phenotype with a quiescent metabolic program to resist cellular stress induced by MEK inhibition. The metabolic alterations elevated baseline reactive oxygen species (ROS) levels, leading these cells to become highly sensitive to ROS induction. In vivo xenograft experiments and single-cell RNA sequencing demonstrated that intratumor heterogeneity necessitates the combination of a ROS inducer and a MEK inhibitor to inhibit both tumor growth and metastasis. Ex vivo pharmacoscopy of 62 human metastatic melanomas confirmed that MEK inhibitor-resistant tumors significantly benefited from the combination therapy. Finally, oxidative stress response and translational suppression corresponded with ROS-inducer sensitivity in 486 cancer cell lines, independent of cancer type. These findings link transcriptional plasticity to a metabolic phenotype that can be inhibited by ROS inducers in melanoma and other cancers. SIGNIFICANCE Metabolic reprogramming in drug-resistant NRAS-mutated melanoma cells confers sensitivity to ROS induction, which suppresses tumor growth and metastasis in combination with MAPK pathway inhibitors.
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Affiliation(s)
- Ossia M Eichhoff
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Corinne I Stoffel
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Jan Käsler
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Luzia Briker
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Patrick Turko
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Gergely Karsai
- Institute for Clinical Chemistry, University Hospital Zurich, Zurich, Switzerland; Zurich Center for Integrative Human Physiology (ZIHP), University of Zurich, Zurich, Switzerland
| | - Nina Zila
- Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - Verena Paulitschke
- Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - Phil F Cheng
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | | | - Andrea Bileck
- Joint Metabolome Facility, Faculty of Chemistry, University of Vienna, Vienna, Austria
- Department of Analytical Chemistry, University of Vienna, Vienna, Austria
| | - Nicola Zamboni
- Institute for Molecular Systems Biology, ETH Zurich, Switzerland
| | - Anja Irmisch
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Zsolt Balazs
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Biomedical Informatics, University Hospital of Zurich, Zurich, Switzerland
| | - Aizhan Tastanova
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Susana Pascoal
- St. Anna Children's Cancer Research Institute, Vienna, Austria
| | - Pål Johansen
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Rebekka Wegmann
- Institute for Molecular Systems Biology, ETH Zurich, Switzerland
| | - Julien Mena
- Institute for Molecular Systems Biology, ETH Zurich, Switzerland
| | - Alaa Othman
- Institute for Molecular Systems Biology, ETH Zurich, Switzerland
| | | | - Judith Wenzina
- Skin and Endothelium Research Division, Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - Andrea Aloia
- Institute for Molecular Systems Biology, ETH Zurich, Switzerland
| | - Annalisa Saltari
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Andreas Dzung
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
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- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Biomedical Informatics, University Hospital of Zurich, Zurich, Switzerland
| | | | - Thorsten Hornemann
- Institute for Clinical Chemistry, University Hospital Zurich, Zurich, Switzerland; Zurich Center for Integrative Human Physiology (ZIHP), University of Zurich, Zurich, Switzerland
| | - Martin Distel
- St. Anna Children's Cancer Research Institute, Vienna, Austria
| | - Berend Snijder
- Institute for Molecular Systems Biology, ETH Zurich, Switzerland
| | - Reinhard Dummer
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Mitchell P Levesque
- Department of Dermatology, University of Zurich, University Hospital Zurich, Zurich, Switzerland
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7
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Planas-Paz L, Pliego-Mendieta A, Hagedorn C, Aguilera Garcia D, Haberecker M, Arnold F, Herzog M, Bankel L, Guggenberger R, Steiner S, Chen Y, Kahraman A, Zoche M, Rubin M, Moch H, Britschgi C, Pauli C. 109P Unraveling homologous recombination deficiency and therapeutic opportunities in soft tissue and bone sarcoma. ESMO Open 2023. [DOI: 10.1016/j.esmoop.2023.101146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023] Open
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8
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Planas-Paz L, Pliego-Mendieta A, Hagedorn C, Aguilera-Garcia D, Haberecker M, Arnold F, Herzog M, Bankel L, Guggenberger R, Steiner S, Chen Y, Kahraman A, Zoche M, Rubin MA, Moch H, Britschgi C, Pauli C. Unravelling homologous recombination repair deficiency and therapeutic opportunities in soft tissue and bone sarcoma. EMBO Mol Med 2023; 15:e16863. [PMID: 36779660 PMCID: PMC10086583 DOI: 10.15252/emmm.202216863] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 01/18/2023] [Accepted: 01/24/2023] [Indexed: 02/14/2023] Open
Abstract
Defects in homologous recombination repair (HRR) in tumors correlate with poor prognosis and metastases development. Determining HRR deficiency (HRD) is of major clinical relevance as it is associated with therapeutic vulnerabilities and remains poorly investigated in sarcoma. Here, we show that specific sarcoma entities exhibit high levels of genomic instability signatures and molecular alterations in HRR genes, while harboring a complex pattern of chromosomal instability. Furthermore, sarcomas carrying HRDness traits exhibit a distinct SARC-HRD transcriptional signature that predicts PARP inhibitor sensitivity in patient-derived sarcoma cells. Concomitantly, HRDhigh sarcoma cells lack RAD51 nuclear foci formation upon DNA damage, further evidencing defects in HRR. We further identify the WEE1 kinase as a therapeutic vulnerability for sarcomas with HRDness and demonstrate the clinical benefit of combining DNA damaging agents and inhibitors of DNA repair pathways ex vivo and in the clinic. In summary, we provide a personalized oncological approach to treat sarcoma patients successfully.
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Affiliation(s)
- Lara Planas-Paz
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Alicia Pliego-Mendieta
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Catherine Hagedorn
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Domingo Aguilera-Garcia
- Molecular Tumor Profiling Laboratory, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Martina Haberecker
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Fabian Arnold
- Molecular Tumor Profiling Laboratory, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Marius Herzog
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Lorenz Bankel
- Department of Medical Oncology and Haematology, University Hospital Zurich, Zurich, Switzerland
| | - Roman Guggenberger
- Diagnostic and Interventional Radiology, University Hospital Zurich, Zurich, Switzerland
| | - Sabrina Steiner
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Yanjiang Chen
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Abdullah Kahraman
- Molecular Tumor Profiling Laboratory, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Martin Zoche
- Molecular Tumor Profiling Laboratory, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Mark A Rubin
- Precision Oncology Laboratory, Department for Biomedical Research, Bern Center for Precision Medicine, Bern, Switzerland
| | - Holger Moch
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Christian Britschgi
- Department of Medical Oncology and Haematology, University Hospital Zurich, Zurich, Switzerland
| | - Chantal Pauli
- Laboratory for Systems Pathology and Functional Tumor Pathology, Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Medical Faculty, University of Zurich, Zurich, Switzerland
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9
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Akhoundova D, Hussung S, Sivakumar S, Töpfer A, Rechsteiner M, Kahraman A, Arnold F, Angst F, Britschgi C, Zoche M, Moch H, Weber A, Sokol E, Fritsch RM. ROS1 genomic rearrangements are rare actionable drivers in microsatellite stable colorectal cancer. Int J Cancer 2022; 151:2161-2171. [PMID: 36053834 PMCID: PMC9804412 DOI: 10.1002/ijc.34257] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 07/05/2022] [Accepted: 07/14/2022] [Indexed: 01/05/2023]
Abstract
c-Ros oncogene 1, receptor tyrosine kinase (ROS1) genomic rearrangements have been reported previously in rare cases of colorectal cancer (CRC), yet little is known about the frequency, molecular characteristics, and therapeutic vulnerabilities of ROS1-driven CRC. We analyzed a clinical dataset of 40 589 patients with CRC for ROS1 genomic rearrangements and their associated genomic characteristics (Foundation Medicine, Inc [FMI]). We moreover report the disease course and treatment response of an index patient with ROS1-rearranged metastatic CRC. ROS1 genomic rearrangements were identified in 34 (0.08%) CRC samples. GOPC-ROS1 was the most common ROS1 fusion identified (11 samples), followed by TTC28-ROS1 (3 samples). Four novel 5' gene partners of ROS1 were identified (MCM9, SRPK1, EPHA6, P4HA1). Contrary to previous reports on fusion-positive CRC, ROS1-rearrangements were found exclusively in microsatellite stable (MSS) CRCs. KRAS mutations were significantly less abundant in ROS1-rearranged vs ROS1 wild type cases. The index patient presented with chemotherapy-refractory metastatic right-sided colon cancer harboring GOPC-ROS1. Molecularly targeted treatment with crizotinib induced a rapid and sustained partial response. After 15 months on crizotinib disseminated tumor progression occurred and KRAS Q61H emerged in tissue and liquid biopsies. ROS1 rearrangements define a small, yet therapeutically actionable molecular subgroup of MSS CRC. In summary, the high prevalence of GOPC-ROS1 and noncanonical ROS1 fusions pose diagnostic challenges. We advocate NGS-based comprehensive molecular profiling of MSS CRCs that are wild type for RAS and BRAF and patient enrollment in precision trials.
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Affiliation(s)
- Dilara Akhoundova
- Department of Medical Oncology and HematologyUniversity Hospital of ZurichZurichSwitzerland
| | - Saskia Hussung
- Department of Medical Oncology and HematologyUniversity Hospital of ZurichZurichSwitzerland
| | - Smruthy Sivakumar
- Cancer Genomics ResearchFoundation Medicine, IncCambridgeMassachusettsUSA
| | - Antonia Töpfer
- Department of Pathology and Molecular PathologyUniversity Hospital of ZurichZurichSwitzerland
| | - Markus Rechsteiner
- Department of Pathology and Molecular PathologyUniversity Hospital of ZurichZurichSwitzerland
| | - Abdullah Kahraman
- Department of Pathology and Molecular PathologyUniversity Hospital of ZurichZurichSwitzerland
| | - Fabian Arnold
- Department of Pathology and Molecular PathologyUniversity Hospital of ZurichZurichSwitzerland
| | - Florian Angst
- Institute of Diagnostic and Interventional RadiologyUniversity Hospital of ZurichZurichSwitzerland
| | - Christian Britschgi
- Department of Medical Oncology and HematologyUniversity Hospital of ZurichZurichSwitzerland
| | - Martin Zoche
- Department of Pathology and Molecular PathologyUniversity Hospital of ZurichZurichSwitzerland
| | - Holger Moch
- Department of Pathology and Molecular PathologyUniversity Hospital of ZurichZurichSwitzerland
| | - Achim Weber
- Department of Pathology and Molecular PathologyUniversity Hospital of ZurichZurichSwitzerland
| | - Ethan Sokol
- Cancer Genomics ResearchFoundation Medicine, IncCambridgeMassachusettsUSA
| | - Ralph M. Fritsch
- Department of Medical Oncology and HematologyUniversity Hospital of ZurichZurichSwitzerland
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10
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Betschart RO, Thiéry A, Aguilera-Garcia D, Zoche M, Moch H, Twerenbold R, Zeller T, Blankenberg S, Ziegler A. Comparison of calling pipelines for whole genome sequencing: an empirical study demonstrating the importance of mapping and alignment. Sci Rep 2022; 12:21502. [PMID: 36513709 PMCID: PMC9748128 DOI: 10.1038/s41598-022-26181-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 12/12/2022] [Indexed: 12/14/2022] Open
Abstract
Rapid advances in high-throughput DNA sequencing technologies have enabled the conduct of whole genome sequencing (WGS) studies, and several bioinformatics pipelines have become available. The aim of this study was the comparison of 6 WGS data pre-processing pipelines, involving two mapping and alignment approaches (GATK utilizing BWA-MEM2 2.2.1, and DRAGEN 3.8.4) and three variant calling pipelines (GATK 4.2.4.1, DRAGEN 3.8.4 and DeepVariant 1.1.0). We sequenced one genome in a bottle (GIAB) sample 70 times in different runs, and one GIAB trio in triplicate. The truth set of the GIABs was used for comparison, and performance was assessed by computation time, F1 score, precision, and recall. In the mapping and alignment step, the DRAGEN pipeline was faster than the GATK with BWA-MEM2 pipeline. DRAGEN showed systematically higher F1 score, precision, and recall values than GATK for single nucleotide variations (SNVs) and Indels in simple-to-map, complex-to-map, coding and non-coding regions. In the variant calling step, DRAGEN was fastest. In terms of accuracy, DRAGEN and DeepVariant performed similarly and both superior to GATK, with slight advantages for DRAGEN for Indels and for DeepVariant for SNVs. The DRAGEN pipeline showed the lowest Mendelian inheritance error fraction for the GIAB trios. Mapping and alignment played a key role in variant calling of WGS, with the DRAGEN outperforming GATK.
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Affiliation(s)
- Raphael O. Betschart
- Cardio-CARE, Medizincampus Davos, Herman-Burchard-Str. 1, 7265 Davos Wolfgang, Switzerland
| | - Alexandre Thiéry
- Cardio-CARE, Medizincampus Davos, Herman-Burchard-Str. 1, 7265 Davos Wolfgang, Switzerland
| | - Domingo Aguilera-Garcia
- grid.412004.30000 0004 0478 9977Institute of Pathology and Molecular Pathology, University Hospital Zurich, Schmelzbergstrasse 12, 8091 Zurich, Switzerland
| | - Martin Zoche
- grid.412004.30000 0004 0478 9977Institute of Pathology and Molecular Pathology, University Hospital Zurich, Schmelzbergstrasse 12, 8091 Zurich, Switzerland
| | - Holger Moch
- grid.412004.30000 0004 0478 9977Institute of Pathology and Molecular Pathology, University Hospital Zurich, Schmelzbergstrasse 12, 8091 Zurich, Switzerland
| | - Raphael Twerenbold
- grid.13648.380000 0001 2180 3484Department of Cardiology, University Heart & Vascular Center, University Medical Center Hamburg Eppendorf, Martinistr. 52, 20251 Hamburg, Germany ,grid.13648.380000 0001 2180 3484University Center of Cardiovascular Research Hamburg, University Medical Center Hamburg Eppendorf, Martinistr. 52, 20251 Hamburg, Germany ,grid.452396.f0000 0004 5937 5237German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Tanja Zeller
- grid.13648.380000 0001 2180 3484Department of Cardiology, University Heart & Vascular Center, University Medical Center Hamburg Eppendorf, Martinistr. 52, 20251 Hamburg, Germany ,grid.13648.380000 0001 2180 3484University Center of Cardiovascular Research Hamburg, University Medical Center Hamburg Eppendorf, Martinistr. 52, 20251 Hamburg, Germany ,grid.452396.f0000 0004 5937 5237German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Stefan Blankenberg
- Cardio-CARE, Medizincampus Davos, Herman-Burchard-Str. 1, 7265 Davos Wolfgang, Switzerland ,grid.13648.380000 0001 2180 3484Department of Cardiology, University Heart & Vascular Center, University Medical Center Hamburg Eppendorf, Martinistr. 52, 20251 Hamburg, Germany ,grid.13648.380000 0001 2180 3484University Center of Cardiovascular Research Hamburg, University Medical Center Hamburg Eppendorf, Martinistr. 52, 20251 Hamburg, Germany ,grid.452396.f0000 0004 5937 5237German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Andreas Ziegler
- Cardio-CARE, Medizincampus Davos, Herman-Burchard-Str. 1, 7265 Davos Wolfgang, Switzerland ,grid.13648.380000 0001 2180 3484Department of Cardiology, University Heart & Vascular Center, University Medical Center Hamburg Eppendorf, Martinistr. 52, 20251 Hamburg, Germany ,School Mathematics, Statistics and Computer Science, Scottsville, Private Bag X01, Pietermaritzburg, 3209 South Africa
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11
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Bubendorf L, Zoche M, Dafni U, Rüschoff JH, Prince SS, Marti N, Stavrou A, Kammler R, Finn SP, Moch H, Peters S, Stahel RA. Prognostic impact of tumour mutational burden in resected stage I and II lung adenocarcinomas from a European Thoracic Oncology Platform Lungscape cohort. Lung Cancer 2022; 174:27-35. [PMID: 36283211 DOI: 10.1016/j.lungcan.2022.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/20/2022] [Accepted: 09/28/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND The primary objective of this study is to evaluate tumor mutational burden (TMB), its associations with selected clinicopathological and molecular characteristics as well as its clinical significance, in a retrospective cohort of surgically resected stage I-II lung adenocarcinomas, subset of the ETOP Lungscape cohort. METHODS TMB was evaluated on tumor DNA extracted from resected primary lung adenocarcinomas, based on FoundationOne®CDx (F1CDx) genomic profiling, centrally performed at the University Hospital Zurich. The F1CDx test sequences the complete exons of 324 cancer-related genes and detects substitutions, insertions and deletions (indels), copy number alterations and gene rearrangements. In addition, the genomic biomarkers TMB and microsatellite instability (MSI) are analyzed. RESULTS In the Lungscape cohort, TMB was assessed in 78 surgically resected lung adenocarcinomas from two Swiss centers (62 % males, 55 %/45 % stage I/II). Median TMB was 7.6 Muts/Mb, with TMB high (≥10 Muts/Mb) in 40 % of cases (95 %CI:29 %-52 %). The most frequently mutated genes were TP53/KRAS/EGFR/MLL2 detected in 58 %/38 %/33 %/30 % of samples, respectively. TMB was significantly higher among males (TMB high: 50 % vs 23 % in females, p = 0.032), as well as among current/former smokers (TMB high: 44 % vs 8 % in never smokers, p = 0.023). Furthermore, TMB was significantly higher in TP53 mutated than in non-mutated patients (TMB high: 60 % vs 12 %, p < 0.001), while it was higher in EGFR non-mutated patients compared to EGFR mutated (TMB high: 48 % vs 23 %, p = 0.049). At a median follow-up time of 56.1 months (IQR:38.8-72.0), none of the three outcome variables (OS, RFS, TTR) differed significantly by TMB status (all p-values > 5 %). This was also true when adjusting for clinicopathological characteristics. CONCLUSIONS While presence of TP53 mutations and absence of EGFR mutations are associated with high TMB, increased TMB had no significant prognostic impact in patients with resected stage I/II lung adenocarcinoma beyond T and N classification, in both unadjusted and adjusted analyses.
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Affiliation(s)
- Lukas Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Martin Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Urania Dafni
- ETOP IBCSG Partners Foundation Statistical Center, Frontier Science Foundation-Hellas & National and Kapodistrian University of Athens, Athens, Greece
| | - Jan Hendrik Rüschoff
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Spasenija Savic Prince
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Nesa Marti
- Translational Research Coordination, ETOP IBCSG Partners Foundation, Coordinating Center Bern, Switzerland
| | - Androniki Stavrou
- ETOP IBCSG Partners Foundation Statistical Center, Frontier Science Foundation-Hellas, Athens, Greece
| | - Roswitha Kammler
- Translational Research Coordination, ETOP IBCSG Partners Foundation, Coordinating Center Bern, Switzerland
| | - Stephen P Finn
- Cancer Molecular Diagnostics and Histopathology, St. James's Hospital and Trinity College Dublin, Ireland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Solange Peters
- Department of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Rolf A Stahel
- ETOP IBCSG Partners Foundation, Coordinating Center, Bern, Switzerland.
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12
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Hiltbrunner S, Fleischmann Z, Sokol ES, Zoche M, Felley-Bosco E, Curioni-Fontecedro A. Genomic landscape of pleural and peritoneal mesothelioma tumours. Br J Cancer 2022; 127:1997-2005. [PMID: 36138075 PMCID: PMC9681755 DOI: 10.1038/s41416-022-01979-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 08/25/2022] [Accepted: 08/31/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Malignant pleural and peritoneal mesotheliomas are rare malignancies with unacceptable poor prognoses and limited treatment options. The genomic landscape is mainly characterised by the loss of tumour suppressor genes and mutations in DNA repair genes. Currently, data from next-generation sequencing (NGS) of mesothelioma tumours is restricted to a limited number of cases; moreover, data comparing molecular features of mesothelioma from the pleural and peritoneal origin with NGS are lacking. METHODS We analysed 1113 pleural mesothelioma and 355 peritoneal mesothelioma samples. All tumours were sequenced with the FoundationOne® or FoundationOne®CDx assay for detection of substitutions, insertion-deletions, copy-number alterations and selected rearrangements in at least 324 cancer genes. RESULTS This analysis revealed alterations in 19 genes with an overall prevalence of at least 2%. Alterations in BAP1, CDKN2A, CDKN2B, NF2, MTAP, TP53 and SETD2 occurred with a prevalence of at least 10%. Peritoneal, compared to pleural mesothelioma, was characterised by a lower prevalence of alterations in CDKN2A, CDKN2B and MTAP. Moreover, we could define four distinct subgroups according to alterations in BAP1 and CDKN2A/B. Alterations in Hedgehog pathway-related genes (PTCH1/2 and SUFU) and Hippo pathway-related gene (NF2) as well as KRAS, EGFR, PDGFRA/B, ERBB2 and FGFR3 were detected in both cohorts. CONCLUSION Here, we report the molecular aberrations from the largest cohort of patients with mesothelioma. This analysis identified a proportion of patients with targetable alterations and suggests that molecular profiling can identify new treatment options for patients with mesothelioma.
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Affiliation(s)
- Stefanie Hiltbrunner
- grid.412004.30000 0004 0478 9977Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland ,grid.7400.30000 0004 1937 0650University of Zurich, Zurich, Switzerland
| | - Zoe Fleischmann
- grid.418158.10000 0004 0534 4718Foundation Medicine, Cambridge, MA USA
| | - Ethan S. Sokol
- grid.418158.10000 0004 0534 4718Foundation Medicine, Cambridge, MA USA
| | - Martin Zoche
- grid.412004.30000 0004 0478 9977Pathology Department, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Emanuela Felley-Bosco
- grid.7400.30000 0004 1937 0650University of Zurich, Zurich, Switzerland ,grid.412004.30000 0004 0478 9977Laboratory of Molecular Oncology, Department of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Alessandra Curioni-Fontecedro
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland. .,University of Zurich, Zurich, Switzerland.
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13
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Kahraman A, Arnold FM, Hanimann J, Nowak M, Pauli C, Britschgi C, Moch H, Zoche M. MTPpilot: An Interactive Software for Visualization of Next-Generation Sequencing Results in Molecular Tumor Boards. JCO Clin Cancer Inform 2022; 6:e2200032. [PMID: 36007219 PMCID: PMC9470140 DOI: 10.1200/cci.22.00032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Comprehensive targeted next-generation sequencing (NGS) panels are routinely used in modern molecular cancer diagnostics. In molecular tumor boards, the detected genomic alterations are often discussed to decide the next treatment options for patients with cancer. With the increasing size and complexity of NGS panels, the discussion of these results becomes increasingly complex, especially if they are reported in a text-based form, as it is the standard in current molecular pathology.
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Affiliation(s)
- Abdullah Kahraman
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Fabian M Arnold
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Jacob Hanimann
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Marta Nowak
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Chantal Pauli
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Christian Britschgi
- Department of Medical Oncology and Hematology, Comprehensive Cancer Center Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Martin Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
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14
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Hussung S, Akhoundova D, Sivakumar S, Kahraman A, Zoche M, Rechsteiner M, Angst F, Britschgi C, Töpfer A, Moch H, Weber A, Sokol E, Fritsch RM. Frequency, molecular characteristics, and therapeutic targeting of ROS1 oncogenic fusions in colorectal cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.4_suppl.160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
160 Background: c-Ros oncogene 1, receptor tyrosine kinase ( ROS1) rearrangements have been reported in colorectal cancer (CRC), but little is known about the molecular and clinical features of ROS1-driven CRC and the response to ROS1-targeted treatment in CRC patients. Methods: We report disease course and treatment response of an index patient with chemotherapy-refractory right-sided metastatic CRC, harboring an activating ROS1 fusion ( GOPC-ROS1). Moreover, we examined 40,589 patients with CRC who underwent comprehensive genomic profiling as part of routine clinical care at Foundation Medicine (Cambridge, MA); all classes of alterations in at least 324 genes were assessed, including ROS1. Results: The index patient experienced a rapid and sustained partial response to molecularly targeted treatment with crizotinib. After 15 months on crizotinib, disseminated tumor progression occurred, with KRAS Q61H emerging in tumor tissue (53.7% variant allele frequency (VAF)) and liquid biopsy (13.5% VAF). Within the clinical cohort, ROS1 genomic rearrangements ( ROS1 RE (+)) were identified in 34 out of 40,589 (0.08%) CRC samples. GOPC-ROS1 was the most commonly identified ROS1 fusion (11/34 samples), followed by TTC28-ROS1 (3/34 samples). All ROS1-alterations were found in microsatellite-stable (MSS) CRCs, and ROS1 genomic alterations were significantly enriched in KRAS wild type tumors ( KRAS mutations in 23.5% of ROS1 RE(+) vs. 49.8% of ROS1 RE(-), p=0.003). Conclusions: ROS1 rearrangements represent rare but clinically actionable molecular driver alterations in MSS CRCs. The detection of ROS1 fusion oncogenes in CRC can pose diagnostic challenges since intrachromosomal ROS1 fusions including GOPC-ROS1 and non-canonical ROS1 fusions such as TTC28-ROS1 can remain negative on fluorescence in situ hybridization and immunohistochemistry assays, respectively. NGS-based comprehensive molecular profiling may be a useful tool to screen for rare fusion oncogenes.
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Affiliation(s)
- Saskia Hussung
- Deparment of Medical Oncology and Hematology, University Hospital Zürich, Zurich, Switzerland
| | - Dilara Akhoundova
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
| | | | - Abdullah Kahraman
- University Hospital Zurich, Department of Pathology and Molecular Pathology, Zurich, Switzerland
| | - Martin Zoche
- University Hospital Zurich, Department of Pathology and Molecular Pathology, Zurich, Switzerland
| | - Markus Rechsteiner
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Florian Angst
- Institute of Diagnostic and Interventional Radiology, University Hospital of Zurich, Zurich, Switzerland
| | - Christian Britschgi
- Department of Hematology and Oncology, University Hospital Zürich, Zürich, Switzerland
| | - Antonia Töpfer
- Department of Pathology and Molecular Pathology, University Hospital of Zurich, Zurich, Switzerland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Achim Weber
- Department of Pathology and Molecular Pathology, University Hospital of Zurich, Zurich, Switzerland
| | - Ethan Sokol
- Cancer Genomics Research, Foundation Medicine, Cambridge, MA
| | - Ralph M Fritsch
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
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15
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Akhoundova D, Pietge H, Hussung S, Kiessling M, Britschgi C, Zoche M, Rechsteiner M, Weber A, Fritsch RM. Targeting Secondary and Tertiary Resistance to BRAF Inhibition in BRAF V600E-Mutated Metastatic Colorectal Cancer. JCO Precis Oncol 2022; 5:1082-1087. [PMID: 34994629 DOI: 10.1200/po.21.00107] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Affiliation(s)
- Dilara Akhoundova
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
| | - Heike Pietge
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
| | - Saskia Hussung
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
| | - Michael Kiessling
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
| | - Christian Britschgi
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
| | - Martin Zoche
- Department of Pathology and Molecular Pathology, University Hospital of Zurich, Zurich, Switzerland
| | - Markus Rechsteiner
- Department of Pathology and Molecular Pathology, University Hospital of Zurich, Zurich, Switzerland
| | - Achim Weber
- Department of Pathology and Molecular Pathology, University Hospital of Zurich, Zurich, Switzerland
| | - Ralph M Fritsch
- Department of Medical Oncology and Hematology, University Hospital of Zurich, Zurich, Switzerland
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16
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Haberecker M, Bühler MM, Mendieta AP, Guggenberger R, Arnold F, Markert E, Rechsteiner M, Zoche M, Britschgi C, Pauli C. Molecular and immunophenotypic characterization of SMARCB1 (INI1) - deficient intrathoracic Neoplasms. Mod Pathol 2022; 35:1860-1869. [PMID: 35864317 PMCID: PMC9708576 DOI: 10.1038/s41379-022-01133-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 06/20/2022] [Accepted: 06/20/2022] [Indexed: 12/24/2022]
Abstract
The switch/sucrose-non-fermenting (SWI/SNF) complex is an ATP-dependent chromatin remodeling complex that plays important roles in DNA repair, transcription and cell differentiation. This complex consists of multiple subunits and is of particular interest in thoracic malignancies due to frequent subunit alteration of SMARCA4 (BRG1). Much less is known about SMARCB1 (INI1) deficient intrathoracic neoplasms, which are rare, often misclassified and understudied. In a retrospective analysis of 1479 intrathoracic malignant neoplasms using immunohistochemistry for INI1 (SMARCB1) on tissue micro arrays (TMA) and a search through our hospital sarcoma database, we identified in total nine intrathoracic, INI1 deficient cases (n = 9). We characterized these cases further by additional immunohistochemistry, broad targeted genomic analysis, methylation profiling and correlated them with clinical and radiological data. This showed that genomic SMARCB1 together with tumor suppressor alterations drive tumorigenesis in some of these cases, rather than epigenetic changes such as DNA methylation. A proper diagnostic classification, however, remains challenging. Intrathoracic tumors with loss or alteration of SMARCB1 (INI1) are highly aggressive and remain often underdiagnosed due to their rarity, which leads to false diagnostic interpretations. A better understanding of these tumors and proper diagnosis is important for better patient care as clinical trials and more targeted therapeutic options are emerging.
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Affiliation(s)
- Martina Haberecker
- grid.412004.30000 0004 0478 9977Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Marco Matteo Bühler
- grid.412004.30000 0004 0478 9977Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Alicia Pliego Mendieta
- grid.412004.30000 0004 0478 9977Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Roman Guggenberger
- grid.412004.30000 0004 0478 9977Department of Radiology, University Hospital Zurich, Zurich, Switzerland
| | - Fabian Arnold
- grid.412004.30000 0004 0478 9977Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Eva Markert
- grid.413349.80000 0001 2294 4705Institute of Pathology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Markus Rechsteiner
- grid.412004.30000 0004 0478 9977Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Martin Zoche
- grid.412004.30000 0004 0478 9977Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Christian Britschgi
- grid.412004.30000 0004 0478 9977Department of Medical Oncology and Hematology, University Hospital Zurich, Comprehensive Cancer Center Zurich, Zurich, Switzerland
| | - Chantal Pauli
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland. .,University Zurich, Zurich, Switzerland.
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Ludwig S, Schmid L, Kahraman A, Rechsteiner M, Zoche M, Curioni-Fontecedro A, Siebenhüner A, Dedes K, Kiessling M, Fritsch R, Wicki A, Moch H, Weber A, Britschgi C. 1834P Impact of comprehensive genomic profiling and molecular tumor board decision on clinical outcome of patients with solid tumors: A single center, retrospective analysis. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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18
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Bankel L, Wegmann R, Dedes K, Franzen D, Bode P, Zoche M, Arnold F, Moch H, Manz M, Britschgi C, Snijder B. 1790P Single-cell ex vivo drug response testing platform on fluid samples from patients with solid tumors. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.1733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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19
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Ak M, Kahraman A, Arnold FM, Turko P, Levesque MP, Zoche M, Ramelyte E, Dummer R. Clinicopathological and Genomic Profiles of Atypical Fibroxanthoma and Pleomorphic Dermal Sarcoma Identify Overlapping Signatures with a High Mutational Burden. Genes (Basel) 2021; 12:genes12070974. [PMID: 34202213 PMCID: PMC8303615 DOI: 10.3390/genes12070974] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/21/2021] [Accepted: 06/22/2021] [Indexed: 12/27/2022] Open
Abstract
Atypical fibroxanthoma (AFX) and pleomorphic dermal sarcoma (PDS) are rare tumors developing in chronically sun-exposed skin. Clinicopathological features are similar, but they differ in prognosis, while PDS has a more aggressive course with a higher risk for local recurrence and metastases. In current clinical practice, they are diagnosed by exclusion using immunohistochemistry. Thus, stringent diagnostic criteria and correct differentiation are critical in management and treatment for optimal outcomes. This retrospective single-center study collected clinicopathological data and tumor samples of 10 AFX and 18 PDS. Extracted genomic DNA from tumor specimens was analyzed by a next-generation sequencing (NGS) platform (FoundationOne-CDx™). Among 65 identified mutations, TP53 inactivating mutations were observed in all tumor specimens. In both AFX and PDS, the known pathogenic gene alterations in CDKN2A, TERT promoter, and NOTCH1 were frequently present, along with high mutational burden and stable Micro-Satellite Instability status. The mutational profiles differed only in ASXL1, which was only present in AFX. Further differences were identified in likely pathogenic and unknown gene alterations. Similarities in their genomic signatures could help to distinguish them from other malignancies, but they are not distinguishable between each other using the FoundationOne-CDx™ NGS panel. Therefore, histological criteria to determine diagnosis remain valid. For further insight, performing deep tumor profiling may be necessary.
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Affiliation(s)
- Melike Ak
- Dermatology Department, University Hospital Zurich, 8091 Zurich, Switzerland; (M.A.); (P.T.); (M.P.L.); (E.R.)
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland; (A.K.); (F.M.A.); (M.Z.)
| | - Abdullah Kahraman
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland; (A.K.); (F.M.A.); (M.Z.)
- Pathology Department, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Fabian M. Arnold
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland; (A.K.); (F.M.A.); (M.Z.)
- Pathology Department, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Patrick Turko
- Dermatology Department, University Hospital Zurich, 8091 Zurich, Switzerland; (M.A.); (P.T.); (M.P.L.); (E.R.)
| | - Mitchell P. Levesque
- Dermatology Department, University Hospital Zurich, 8091 Zurich, Switzerland; (M.A.); (P.T.); (M.P.L.); (E.R.)
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland; (A.K.); (F.M.A.); (M.Z.)
| | - Martin Zoche
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland; (A.K.); (F.M.A.); (M.Z.)
- Pathology Department, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Egle Ramelyte
- Dermatology Department, University Hospital Zurich, 8091 Zurich, Switzerland; (M.A.); (P.T.); (M.P.L.); (E.R.)
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland; (A.K.); (F.M.A.); (M.Z.)
| | - Reinhard Dummer
- Dermatology Department, University Hospital Zurich, 8091 Zurich, Switzerland; (M.A.); (P.T.); (M.P.L.); (E.R.)
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland; (A.K.); (F.M.A.); (M.Z.)
- Correspondence: ; Tel.: +41-44-255-11-11
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20
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Hameister E, Stolz SM, Fuhrer Y, Thienemann F, Schaer DJ, Nemeth J, Schuepbach RA, Goede J, Reinhart S, Schmidt A, Kahraman A, Schmid M, Moch H, Zoche M, Manz MG, Balabanov S, Boettcher S. Clonal Hematopoiesis in Hospitalized Elderly Patients With COVID-19. Hemasphere 2020; 4:e453. [PMID: 32885145 PMCID: PMC7430226 DOI: 10.1097/hs9.0000000000000453] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 06/22/2020] [Indexed: 12/22/2022] Open
Affiliation(s)
- Erik Hameister
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
| | - Sebastian M Stolz
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
| | - Yvonne Fuhrer
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
| | - Friedrich Thienemann
- Department of Internal Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Dominik J Schaer
- Department of Internal Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Johannes Nemeth
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Switzerland
| | - Reto A Schuepbach
- Institute of Intensive Care Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Jeroen Goede
- Division of Oncology and Hematology, Cantonal Hospital Winterthur, Winterthur, Switzerland
| | - Sophie Reinhart
- Division of Oncology and Hematology, Cantonal Hospital Winterthur, Winterthur, Switzerland
| | - Adrian Schmidt
- Department of Medical Oncology, Triemli City Hospital Zurich, Zurich, Switzerland
| | - Abdullah Kahraman
- Institute of Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Mathias Schmid
- Department of Medical Oncology, Triemli City Hospital Zurich, Zurich, Switzerland
| | - Holger Moch
- Institute of Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Martin Zoche
- Institute of Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Markus G Manz
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
| | - Stefan Balabanov
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
| | - Steffen Boettcher
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
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Stenzinger A, Endris V, Budczies J, Merkelbach-Bruse S, Kazdal D, Dietmaier W, Pfarr N, Siebolts U, Hummel M, Herold S, Andreas J, Zoche M, Tögel L, Rempel E, Maas J, Merino D, Stewart M, Zaoui K, Schlesner M, Glimm H, Fröhling S, Allen J, Horst D, Baretton G, Wickenhauser C, Tiemann M, Evert M, Moch H, Kirchner T, Büttner R, Schirmacher P, Jung A, Haller F, Weichert W, Dietel M. Harmonization and Standardization of Panel-Based Tumor Mutational Burden Measurement: Real-World Results and Recommendations of the Quality in Pathology Study. J Thorac Oncol 2020; 15:1177-1189. [PMID: 32119917 DOI: 10.1016/j.jtho.2020.01.023] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 01/10/2020] [Accepted: 01/20/2020] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Tumor mutational burden (TMB) is a quantitative assessment of the number of somatic mutations within a tumor genome. Immunotherapy benefit has been associated with TMB assessed by whole-exome sequencing (wesTMB) and gene panel sequencing (psTMB). The initiatives of Quality in Pathology (QuIP) and Friends of Cancer Research have jointly addressed the need for harmonization among TMB testing options in tissues. This QuIP study identifies critical sources of variation in psTMB assessment. METHODS A total of 20 samples from three tumor types (lung adenocarcinoma, head and neck squamous cell carcinoma, and colon adenocarcinoma) with available WES data were analyzed for psTMB using six panels across 15 testing centers. Interlaboratory and interplatform variation, including agreement on variant calling and TMB classification, were investigated. Bridging factors to transform psTMB to wesTMB values were empirically derived. The impact of germline filtering was evaluated. RESULTS Sixteen samples had low interlaboratory and interpanel psTMB variation, with 87.7% of pairwise comparisons revealing a Spearman's ρ greater than 0.6. A wesTMB cut point of 199 missense mutations projected to psTMB cut points between 7.8 and 12.6 mutations per megabase pair; the corresponding psTMB and wesTMB classifications agreed in 74.9% of cases. For three-tier classification with cut points of 100 and 300 mutations, agreement was observed in 76.7%, weak misclassification in 21.8%, and strong misclassification in 1.5% of cases. Confounders of psTMB estimation included fixation artifacts, DNA input, sequencing depth, genome coverage, and variant allele frequency cut points. CONCLUSIONS This study provides real-world evidence that all evaluated panels can be used to estimate TMB in a routine diagnostic setting and identifies important parameters for reliable tissue TMB assessment that require careful control. As complex or composite biomarkers beyond TMB are likely playing an increasing role in therapy prediction, the efforts by QuIP and Friends of Cancer Research also delineate a general framework and blueprint for the evaluation of such assays.
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Affiliation(s)
- Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany.
| | - Volker Endris
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Jan Budczies
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Daniel Kazdal
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | | | - Nicole Pfarr
- Institute of Pathology, Technical University Munich (TUM), Munich, Germany
| | - Udo Siebolts
- Institute of Pathology, University Hospital Halle, Halle, Germany
| | - Michael Hummel
- Institute of Pathology, Charité University Hospital, Berlin, Germany
| | - Sylvia Herold
- Institute of Pathology, University Hospital Dresden, Dresden, Germany
| | | | - Martin Zoche
- Institute of Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Lars Tögel
- Institute of Pathology, University Hospital Erlangen, Erlangen, Germany
| | - Eugen Rempel
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Jörg Maas
- Quality in Pathology (QuIP), Berlin, Germany
| | - Diana Merino
- Friends of Cancer Research (FoCR), Washington, District of Columbia
| | - Mark Stewart
- Friends of Cancer Research (FoCR), Washington, District of Columbia
| | - Karim Zaoui
- Department of Otorhinolaryngology, University Hospital Heidelberg, Heidelberg, Germany
| | - Matthias Schlesner
- Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hanno Glimm
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT Dresden) and University Hospital Carl Gustav Carus, Dresden, and Translational Functional Cancer Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany and German Cancer Consortium (DKTK), Dresden, Germany
| | - Stefan Fröhling
- Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeff Allen
- Friends of Cancer Research (FoCR), Washington, District of Columbia
| | - David Horst
- Institute of Pathology, Charité University Hospital, Berlin, Germany
| | - Gustavo Baretton
- Institute of Pathology, University Hospital Dresden, Dresden, Germany
| | | | | | - Matthias Evert
- Institute of Pathology, University Regensburg, Regensburg, Germany
| | - Holger Moch
- Institute of Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Thomas Kirchner
- Institute of Pathology, Ludwig-Maximilians University (LMU), Munich, Germany
| | - Reinhard Büttner
- Institute of Pathology, University Hospital Cologne, Cologne, Germany
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Andreas Jung
- Institute of Pathology, Ludwig-Maximilians University (LMU), Munich, Germany
| | - Florian Haller
- Institute of Pathology, University Hospital Erlangen, Erlangen, Germany
| | - Wilko Weichert
- Institute of Pathology, Technical University Munich (TUM), Munich, Germany
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22
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Rüschoff JH, Gradhand E, Kahraman A, Rees H, Ferguson JL, Curioni-Fontecedro A, Zoche M, Moch H, Vrugt B. STRN -ALK Rearranged Malignant Peritoneal Mesothelioma With Dramatic Response Following Ceritinib Treatment. JCO Precis Oncol 2019; 3:1900048. [PMID: 32914035 PMCID: PMC7446511 DOI: 10.1200/po.19.00048] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2019] [Indexed: 12/27/2022] Open
Affiliation(s)
| | - Elise Gradhand
- Dr Senckenberg Institute of Pathology, University Hospital Frankfurt, Germany
| | | | - Helen Rees
- Bristol Royal Hospital for Children, Bristol, United Kingdom
| | - Jane L Ferguson
- Royal Devon and Exeter National Health Service Foundation Trust, Exeter, United Kingdom
| | | | | | - Holger Moch
- University Hospital Zurich, Zurich, Switzerland
| | - Bart Vrugt
- University Hospital Zurich, Zurich, Switzerland
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23
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Karlin K, Kahraman A, Curioni Fontecedro A, Moch H, Zoche M, Siebenhuener AR. Therapy alteration of solid tumors based on FoundationOne comprehensive genome profiling assay. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e14742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e14742 Background: Molecular profiling assays are becoming widely available and provide valuable information on tumor characteristics, which can identify targeted therapies or immunotherapies for cancer patients. However, the clinical utility of such tests remains unclear. Within our institution, we analyzed the clinical utility and subsequent treatment alterations of the FoundationOne Comprehensive Genome Profiling Test (FOne). Methods: We conducted a retrospective cohort review (2017 - 2018) of patients with solid tumors under standard diagnostic care who received FOne testing. We reviewed the therapies that were proposed by FOne and studied whether they led to a therapeutic alteration. Results: 71 patients were identified, of which the majority presented a progressive disease state (80%). Among the cancer types most frequently tested were adenocarcinoma of the colon (14%), prostate (8%), lung (4%), intrahepatic cholangiocarcinoma (8%) and breast invasive ductal carcinoma (4%). In 16 cases (22%), therapies suggested by FOne were approved in patient’s tumor type while in 30 cases (42%) therapies were approved in another tumor type. For an additional 13 cases (18%) only therapies tested in clinical trials were reported. 4 patients (6%) received a new therapy based on the FOne result: cancer of unknown primary (Everolimus due to a TSC1 mutation), cutaneous angiosarcoma (Pembrolizumab due to a high tumor mutational burden (TMB)), gastrointestinal neuroendocrine carcinoma (Ipilimumab and Nivolumab due to an intermediate TMB) and mucinous adenocarcinoma of the appendix (Talazoparib due to an ATM mutation). For 11 cases (15%), a new therapy option was identified by FOne, which due to the current treatment plan might be considered for later use. 3 cases (4%) were evaluated for potential clinical trial enrollment. Note that for an additional 6 patients (8%), the therapies proposed by FOne were already established on the basis of previous testing (e.g. smaller genomic panels, IHC, FISH). Conclusions: Overall, 18 (25%) patients received a new therapy option by FOne after standard of care diagnostics. Therapeutic alterations were observed particularly in patients with a rare or unknown tumor type.
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Affiliation(s)
- Kirill Karlin
- University Hospital Zurich, Department of Pathology and Molecular Pathology, Zurich, Switzerland
| | - Abdullah Kahraman
- University Hospital Zurich, Department of Pathology and Molecular Pathology, Zurich, Switzerland
| | | | - Holger Moch
- Department of Pathology and Molecular Pathology, Zurich, Switzerland
| | - Martin Zoche
- University Hospital Zurich, Department of Pathology and Molecular Pathology, Zurich, Switzerland
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Dehmel F, Ciossek T, Maier T, Weinbrenner S, Schmidt B, Zoche M, Beckers T. Trithiocarbonates—Exploration of a new head group for HDAC inhibitors. Bioorg Med Chem Lett 2007; 17:4746-52. [PMID: 17606370 DOI: 10.1016/j.bmcl.2007.06.063] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2007] [Revised: 06/20/2007] [Accepted: 06/21/2007] [Indexed: 11/16/2022]
Abstract
Inhibition of histone deacetylases class I/II enzymes is a new, promising approach for cancer therapy. In the present study, we disclose a new structural class of HDAC inhibitors with the trithiocarbonate motif. A clear structure-activity-relationship was obtained for the cap-linker motif and the putative Zn(2+) complexing head group. Selected analogs display potent inhibition of HDAC enzymatic activity and a cellular potency comparable to that of suberoylanilide hydroxamic acid (SAHA), recently approved for treatment of patients with advanced cutaneous T-cell lymphoma.
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Affiliation(s)
- Florian Dehmel
- Altana Pharma AG, a Member of the Nycomed Group, Byk-Gulden-Strasse 2, D-78467, Germany.
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25
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Müller F, Vantler M, Weitz D, Eismann E, Zoche M, Koch KW, Kaupp UB. Ligand sensitivity of the 2 subunit from the bovine cone cGMP-gated channel is modulated by protein kinase C but not by calmodulin. J Physiol 2001; 532:399-409. [PMID: 11306659 PMCID: PMC2278562 DOI: 10.1111/j.1469-7793.2001.0399f.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
1. Homomeric cyclic nucleotide-gated (CNG) channels composed of alpha2 subunits from bovine cone photoreceptors were heterologously expressed in the human embryonic kidney (HEK) 293 cell line. Modulation of cGMP sensitivity by protein kinase C (PKC)-mediated phosphorylation and by binding of calmodulin (CaM) was investigated in inside-out patches. 2. A peptide encompassing the putative CaM-binding site within the N-terminus of the channel protein binds Ca(2+)-CaM with high affinity, yet the ligand sensitivity of alpha2 channels is not modulated by CaM. 3. PKC-mediated phosphorylation increased the activation constant (K(1/2)) for cGMP from 19 to 56 microM and decreased the Hill coefficient (from 2.5 to 1.5). The change in ligand sensitivity involves phosphorylation of the serine residues S577 and S579 in the cGMP-binding domain. The increase in K(1/2) was completely abolished in mutant channels in which the two serine residues were replaced by alanine. 4. An antibody specific for the delta isoform of PKC strongly labels the cone outer segments. 5. Modulation of cGMP affinity of bovine alpha2 CNG channels by phosphorylation could play a role in the regulation of photoreceptor sensitivity.
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Affiliation(s)
- F Müller
- Institut für Biologische Informationsverarbeitung, Forschungszentrum Jülich, 52425 Jülich, Germany.
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26
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Weitz D, Zoche M, Müller F, Beyermann M, Körschen HG, Kaupp UB, Koch KW. Calmodulin controls the rod photoreceptor CNG channel through an unconventional binding site in the N-terminus of the beta-subunit. EMBO J 1998; 17:2273-84. [PMID: 9545240 PMCID: PMC1170571 DOI: 10.1093/emboj/17.8.2273] [Citation(s) in RCA: 92] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Calmodulin (CaM) controls the activity of the rod cGMP-gated ion channel by decreasing the apparent cGMP affinity. We have examined the mechanism of this modulation using electrophysiological and biochemical techniques. Heteromeric channels, consisting of alpha- and beta-subunits, display a high CaM sensitivity (EC50 </=5 nM) similar to the native channel. Using surface plasmon resonance spectroscopy, we identified two unconventional CaM-binding sites (CaM1 and CaM2), one in each of the N- and the C-terminal regions of the beta-subunit. Ca2+ co-operatively stimulates binding of CaM to these sites exactly within the range of [Ca2+] occurring during a light response. Deletion of the N-terminal CaM1 site results in channels that are no longer CaM-sensitive, whereas deletion of CaM2 has only minor effects. We discuss different models to explain the high-affinity binding of CaM.
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Affiliation(s)
- D Weitz
- Institut für Biologische Informationsverarbeitung, Forschungszentrum Jülich, D-52425 Jülich
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27
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Zoche M, Beyermann M, Koch KW. Introduction of a phosphate at serine741 of the calmodulin-binding domain of the neuronal nitric oxide synthase (NOS-I) prevents binding of calmodulin. Biol Chem 1997; 378:851-7. [PMID: 9377481 DOI: 10.1515/bchm.1997.378.8.851] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The calmodulin-binding domain of neuronal nitric oxide synthase (NOS-I) is represented by a segment of 26 amino acids. We tested whether the phosphorylation of a serine in the calmodulin-binding domain changes the affinity of calmodulin for this binding site. We monitored the binding of calmodulin to synthetic peptides by surface plasmon resonance spectroscopy, an electrophoretic mobility assay, circular dichroism spectroscopy and competitive inhibitory studies. All four experimental approaches showed that binding of calmodulin to the calmodulin-binding site is blocked by introduction of a phosphate. Phosphorylation of the calmodulin-binding domain of NOS-I could be a negative feedback loop to turn off NOS-I activity.
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Affiliation(s)
- M Zoche
- Institut für Biologische Informationsverarbeitung Forschungszentrum Jülich, Germany
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28
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Zoche M, Bienert M, Beyermann M, Koch KW. Distinct molecular recognition of calmodulin-binding sites in the neuronal and macrophage nitric oxide synthases: a surface plasmon resonance study. Biochemistry 1996; 35:8742-7. [PMID: 8679637 DOI: 10.1021/bi960445t] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The neuronal nitric oxide synthase and the macrophage nitric oxide synthase are differently regulated by Ca2+/calmodulin. We investigated the dynamics of calmodulin binding to the putative calmodulin-binding sites in both nitric oxide synthases. Peptides derived from the putative calmodulin-binding sites were synthesized and immobilized to a dextran layer of a biosensor chip. Complex formation of calmodulin and the peptides was monitored by surface plasmon resonance spectroscopy and recorded as sensorgrams. We determined a dissociation constant KD of 5.0 x 10(-9) M for the neuronal nitric oxide synthase and calmodulin. The association rate constant and the dissociation rate constant were ka = 1.58 x 10(5) M-1 s-1 and kd = 7.87 x 10(-4) s-1, respectively. Sensorgrams obtained with the macrophage nitric oxide synthase peptide were remarkably different. Calmodulin, once bound to the peptide, did not dissociate. Association of calmodulin to the peptide occurred with the same rate constants (ka = 3 x 10(4) M-1 s-1) regardless of the presence or absence of Ca2+. The affinity was in the subnanomolar range (KD) < 0.1 x 10(-9) M). We conclude that the extremely tight binding of calmodulin to the NOS-II is solely controlled by the calmodulin-binding segment and not by other parts of the protein.
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Affiliation(s)
- M Zoche
- Institut für Biologische Informationsverarbeitung, Forschungszentrum Jülich, Germany
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Abstract
Nitric oxide synthase is present in different cell layers of vertebrate retina and seems to have neuromodulatory functions in the outer retina. The enzyme, when purified from a bovine retina extract, has an apparent molecular mass of 160 kDa and resembles the neuronal constitutive NOS type I with respect to Ca(2+)-calmodulin sensitivity, Km value and inhibition by analogues of L-arginine. Retinal NOS is present in a preparation of rod outer segments attached to parts of the inner segments, but not in pure outer segments. We describe the enhancement of specific ADP-ribosylation of outer segment proteins by purified retinal NOS.
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Affiliation(s)
- M Zoche
- Institut für Biologische Informationsverarbeitung, Forschungszentrum Jülich, Germany
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