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Improving diagnostic accuracy of identifying gastric cancer patients with peritoneal metastases: tumor-guided cell-free DNA analysis of peritoneal fluid. Oncogene 2024:10.1038/s41388-024-03034-z. [PMID: 38654110 DOI: 10.1038/s41388-024-03034-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 04/09/2024] [Accepted: 04/11/2024] [Indexed: 04/25/2024]
Abstract
Detection of peritoneal dissemination (PD) in gastric cancer (GC) patients remains challenging. The feasibility of tumor-guided cell-free DNA (cfDNA) detection in prospectively collected peritoneal fluid (ascites and peritoneal lavage) was investigated and compared to conventional cytology in 28 patients. Besides conventional cytology, next generation sequencing was performed on primary tumor DNA and cell-free DNA from peritoneal fluid. Patients were retrospectively grouped into: a positive group (with PD) and a negative group (without PD). Detectable mutations were found in the primary tumor of 68% (n = 19). Sensitivity of PD detection by tumor-guided cfDNA analysis was 91%, compared to 64% by conventional cytology. Within the positive group (n = 11), tumor-guided cfDNA was detected in all patients with ascites samples (4/4, 100%) and in 86% (6/7) of the lavage samples, opposed to 4/4 (100%) patients with ascites and 43% (3/7) with lavage by conventional cytology. Within the negative group (n = 8), conventional cytology was negative for all samples. In two patients, tumor-guided cfDNA was detected in peritoneal lavage fluid. Interestingly, these 2 patients developed PD within 6 months, suggesting a prognostic value of tumor-guided cfDNA detection. This study showed that tumor-guided cfDNA detection in peritoneal fluids of GC patients is feasible and superior to conventional cytology in detecting PD.
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Optimized whole-genome sequencing workflow for tumor diagnostics in routine pathology practice. Nat Protoc 2024; 19:700-726. [PMID: 38092944 DOI: 10.1038/s41596-023-00933-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 10/19/2023] [Indexed: 03/10/2024]
Abstract
Two decades after the genomics revolution, oncology is rapidly transforming into a genome-driven discipline, yet routine cancer diagnostics is still mainly microscopy based, except for tumor type-specific predictive molecular tests. Pathology laboratories struggle to quickly validate and adopt biomarkers identified by genomics studies of new targeted therapies. Consequently, clinical implementation of newly approved biomarkers suffers substantial delays, leading to unequal patient access to these therapies. Whole-genome sequencing (WGS) can successfully address these challenges by providing a stable molecular diagnostic platform that allows detection of a multitude of genomic alterations in a single cost-efficient assay and facilitating rapid implementation, as well as by the development of new genomic biomarkers. Recently, the Whole-genome sequencing Implementation in standard Diagnostics for Every cancer patient (WIDE) study demonstrated that WGS is a feasible and clinically valid technique in routine clinical practice with a turnaround time of 11 workdays. As a result, WGS was successfully implemented at the Netherlands Cancer Institute as part of routine diagnostics in January 2021. The success of implementing WGS has relied on adhering to a comprehensive protocol including recording patient information, sample collection, shipment and storage logistics, sequencing data interpretation and reporting, integration into clinical decision-making and data usage. This protocol describes the use of fresh-frozen samples that are necessary for WGS but can be challenging to implement in pathology laboratories accustomed to using formalin-fixed paraffin-embedded samples. In addition, the protocol outlines key considerations to guide uptake of WGS in routine clinical care in hospitals worldwide.
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Impact of genetic counseling strategy on diagnostic yield and workload for genome-sequencing-based tumor diagnostics. Genet Med 2024; 26:101032. [PMID: 38006283 DOI: 10.1016/j.gim.2023.101032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 11/17/2023] [Accepted: 11/19/2023] [Indexed: 11/26/2023] Open
Abstract
PURPOSE Genome sequencing (GS) enables comprehensive molecular analysis of tumors and identification of hereditary cancer predisposition. According to guidelines, directly determining pathogenic germline variants (PGVs) requires pretest genetic counseling, which is cost-ineffective. Referral for genetic counseling based on tumor variants alone could miss relevant PGVs and/or result in unnecessary referrals. METHODS We validated GS for detection of germline variants and simulated 3 strategies using paired tumor-normal GS data of 937 metastatic patients. In strategy-1, genetic counseling before tumor testing allowed direct PGV analysis. In strategy-2 and -3, germline testing and referral for post-test genetic counseling is based on tumor variants using Dutch (strategy-2) or Europen Society for Medical Oncology (ESMO) Precision Medicine Working Group (strategy-3) guidelines. RESULTS In strategy-1, PGVs would be detected in 50 patients (number-needed-to counsel; NTC = 18.7). In strategy-2, 86 patients would have been referred for genetic counseling and 43 would have PGVs (NTC = 2). In strategy-3, 94 patients would have been referred for genetic counseling and 32 would have PGVs (NTC = 2.9). Hence, 43 and 62 patients, respectively, were unnecessarily referred based on a somatic variant. CONCLUSION Both post-tumor test counseling strategies (2 and 3) had significantly lower NTC, and strategy-2 had the highest PGV yield. Combining pre-tumor test mainstreaming and post-tumor test counseling may maximize the clinically relevant PGV yield and minimize unnecessary referrals.
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A review on genetic alterations in CNS metastases related to breast cancer treatment. Is there a role for liquid biopsies in CSF? J Neurooncol 2023; 162:1-13. [PMID: 36820955 DOI: 10.1007/s11060-023-04261-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 02/07/2023] [Indexed: 02/24/2023]
Abstract
Acquired mutations or altered gene expression patterns in brain metastases (BM) and/or leptomeningeal metastases (LM) of breast cancer may play a role in therapy-resistance and offer new molecular targets and treatment options. Despite expanding knowledge of genetic alterations in breast cancer and their metastases, clinical applications for patients with central nervous system (CNS) metastases are currently limited. An emerging tool are DNA-techniques that may detect genetic alterations of the CNS metastases in the cerebrospinal fluid (CSF). In this review we discuss genetic studies in breast cancer and CNS metastases and the role of liquid biopsies in CSF.
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CD26-negative and CD26-positive tissue-resident fibroblasts contribute to functionally distinct CAF subpopulations in breast cancer. Nat Commun 2023; 14:183. [PMID: 36635273 PMCID: PMC9837080 DOI: 10.1038/s41467-023-35793-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 01/03/2023] [Indexed: 01/14/2023] Open
Abstract
Cancer-associated fibroblasts (CAFs) are abundantly present in the microenvironment of virtually all tumors and strongly impact tumor progression. Despite increasing insight into their function and heterogeneity, little is known regarding the origin of CAFs. Understanding the origin of CAF heterogeneity is needed to develop successful CAF-based targeted therapies. Through various transplantation studies in mice, we show that CAFs in both invasive lobular breast cancer and triple-negative breast cancer originate from mammary tissue-resident normal fibroblasts (NFs). Single-cell transcriptomics, in vivo and in vitro studies reveal the transition of CD26+ and CD26- NF populations into inflammatory CAFs (iCAFs) and myofibroblastic CAFs (myCAFs), respectively. Functional co-culture experiments show that CD26+ NFs transition into pro-tumorigenic iCAFs which recruit myeloid cells in a CXCL12-dependent manner and enhance tumor cell invasion via matrix-metalloproteinase (MMP) activity. Together, our data suggest that CD26+ and CD26- NFs transform into distinct CAF subpopulations in mouse models of breast cancer.
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Real-World Approach for Molecular Analysis of Acquired EGFR Tyrosine Kinase Inhibitor Resistance Mechanisms in NSCLC. JTO Clin Res Rep 2021; 2:100252. [PMID: 34849493 PMCID: PMC8608608 DOI: 10.1016/j.jtocrr.2021.100252] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 10/13/2021] [Accepted: 10/27/2021] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION With the approval of first-line osimertinib treatment in stage IV EGFR-mutated NSCLC, detection of resistance mechanisms will become increasingly important-and complex. Clear guidelines for analyses of these resistance mechanisms are currently lacking. Here, we provide our recommendations for optimal molecular diagnostics in the post-EGFR tyrosine kinase inhibitor (TKI) resistance setting. METHODS We compared molecular workup strategies from three hospitals of 161 first- or second-generation EGFR TKI-treated cases and 159 osimertinib-treated cases. Laboratories used combinations of DNA next-generation sequencing (NGS), RNA NGS, in situ hybridization (ISH), and immunohistochemistry (IHC). RESULTS Resistance mechanisms were identified in 72 first-generation TKI cases (51%) and 85 osimertinib cases (57%). RNA NGS, when performed, revealed fusions or exon-skipping events in 4% of early TKI cases and 10% of osimertinib cases. Of the 30 MET and HER2 amplifications, 10 were exclusively detected by ISH or IHC, and not detected by DNA NGS, mostly owing to low tumor cell percentage (<30%) and possibly tumor heterogeneity. CONCLUSIONS Our real-world data support a method for molecular diagnostics, consisting of a parallel combination of DNA NGS, RNA NGS, MET ISH, and either HER2 ISH or IHC. Combining RNA and DNA isolation into one step limits dropout rates. In case of financial or tissue limitations, a sequential approach is justifiable, in which RNA NGS is only performed in case no resistance mechanisms are identified. Yet, this is suboptimal as-although rare-multiple acquired resistance mechanisms may occur.
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Multicenter Comparison of Molecular Tumor Boards in The Netherlands: Definition, Composition, Methods, and Targeted Therapy Recommendations. Oncologist 2021; 26:e1347-e1358. [PMID: 33111480 PMCID: PMC8342588 DOI: 10.1002/onco.13580] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/25/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Molecular tumor boards (MTBs) provide rational, genomics-driven, patient-tailored treatment recommendations. Worldwide, MTBs differ in terms of scope, composition, methods, and recommendations. This study aimed to assess differences in methods and agreement in treatment recommendations among MTBs from tertiary cancer referral centers in The Netherlands. MATERIALS AND METHODS MTBs from all tertiary cancer referral centers in The Netherlands were invited to participate. A survey assessing scope, value, logistics, composition, decision-making method, reporting, and registration of the MTBs was completed through on-site interviews with members from each MTB. Targeted therapy recommendations were compared using 10 anonymized cases. Participating MTBs were asked to provide a treatment recommendation in accordance with their own methods. Agreement was based on which molecular alteration(s) was considered actionable with the next line of targeted therapy. RESULTS Interviews with 24 members of eight MTBs revealed that all participating MTBs focused on rare or complex mutational cancer profiles, operated independently of cancer type-specific multidisciplinary teams, and consisted of at least (thoracic and/or medical) oncologists, pathologists, and clinical scientists in molecular pathology. Differences were the types of cancer discussed and the methods used to achieve a recommendation. Nevertheless, agreement among MTB recommendations, based on identified actionable molecular alteration(s), was high for the 10 evaluated cases (86%). CONCLUSION MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational cancer profiles. We propose a "Dutch MTB model" for an optimal, collaborative, and nationally aligned MTB workflow. IMPLICATIONS FOR PRACTICE Interpretation of genomic analyses for optimal choice of target therapy for patients with cancer is becoming increasingly complex. A molecular tumor board (MTB) supports oncologists in rationalizing therapy options. However, there is no consensus on the most optimal setup for an MTB, which can affect the quality of recommendations. This study reveals that the eight MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational profiles. The Dutch MTB model is based on a collaborative and nationally aligned workflow with interinstitutional collaboration and data sharing.
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Clinical Validation of Whole Genome Sequencing for Cancer Diagnostics. J Mol Diagn 2021; 23:816-833. [PMID: 33964451 DOI: 10.1016/j.jmoldx.2021.04.011] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 02/17/2021] [Accepted: 04/12/2021] [Indexed: 02/08/2023] Open
Abstract
Whole genome sequencing (WGS) using fresh-frozen tissue and matched blood samples from cancer patients may become the most complete genetic tumor test. With the increasing availability of small biopsies and the need to screen more number of biomarkers, the use of a single all-inclusive test is preferable over multiple consecutive assays. To meet high-quality diagnostics standards, we optimized and clinically validated WGS sample and data processing procedures, resulting in a technical success rate of 95.6% for fresh-frozen samples with sufficient (≥20%) tumor content. Independent validation of identified biomarkers against commonly used diagnostic assays showed a high sensitivity (recall; 98.5%) and precision (positive predictive value; 97.8%) for detection of somatic single-nucleotide variants and insertions and deletions (across 22 genes), and high concordance for detection of gene amplification (97.0%; EGFR and MET) as well as somatic complete loss (100%; CDKN2A/p16). Gene fusion analysis showed a concordance of 91.3% between DNA-based WGS and an orthogonal RNA-based gene fusion assay. Microsatellite (in)stability assessment showed a sensitivity of 100% with a precision of 94%, and virus detection (human papillomavirus), an accuracy of 100% compared with standard testing. In conclusion, whole genome sequencing has a >95% sensitivity and precision compared with routinely used DNA techniques in diagnostics, and all relevant mutation types can be detected reliably in a single assay.
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RET Fluorescence In Situ Hybridization Analysis Is a Sensitive but Highly Unspecific Screening Method for RET Fusions in Lung Cancer. J Thorac Oncol 2021; 16:798-806. [PMID: 33588111 DOI: 10.1016/j.jtho.2021.01.1619] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Revised: 01/09/2021] [Accepted: 01/19/2021] [Indexed: 12/31/2022]
Abstract
INTRODUCTION RET gene fusions are established oncogenic drivers in 1% of NSCLC. Accurate detection of advanced patients with RET fusions is essential to ensure optimal therapy choice. We investigated the performance of fluorescence in situ hybridization (FISH) as a diagnostic test for detecting functional RET fusions. METHODS Between January 2016 and November 2019, a total of 4873 patients with NSCLC were routinely screened for RET fusions using either FISH (n = 2858) or targeted RNA next-generation sequencing (NGS) (n = 2015). If sufficient material was available, positive cases were analyzed by both methods (n = 39) and multiple FISH assays (n = 17). In an independent cohort of 520 patients with NSCLC, whole-genome sequencing data were investigated for disruptive structural variations and functional fusions in the RET and compared with ALK and ROS1 loci. RESULTS FISH analysis revealed RET rearrangement in 48 of 2858 cases; of 30 rearranged cases double tested with NGS, only nine had a functional RET fusion. RNA NGS yielded RET fusions in 14 of 2015 cases; all nine cases double tested by FISH had RET locus rearrangement. Of these 18 verified RET fusion cases, 16 had a split signal and two a complex rearrangement by FISH. By whole-genome sequencing, the prevalence of functional fusions compared with all disruptive events was lower in the RET (4 of 9, 44%) than the ALK (27 of 34, 79%) and ROS1 (9 of 12, 75%) loci. CONCLUSIONS FISH is a sensitive but unspecific technique for RET screening, always requiring a confirmation using an orthogonal technique, owing to frequently occurring RET rearrangements not resulting in functional fusions in NSCLC.
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Modeling invasive lobular breast carcinoma by CRISPR/Cas9-mediated somatic genome editing of the mammary gland. Genes Dev 2017; 30:1470-80. [PMID: 27340177 PMCID: PMC4926868 DOI: 10.1101/gad.279190.116] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 05/27/2016] [Indexed: 11/25/2022]
Abstract
Annunziato et al. describe a novel strategy for in vivo validation of candidate tumor suppressors implicated in invasive lobular breast carcinoma (ILC). Whereas intraductal injection of Cas9-encoding lentiviruses induced Cas9-specific immune responses and development of tumors that did not resemble ILC, lentiviral delivery of a Pten targeting sgRNA in mice with mammary gland-specific loss of E-cadherin and expression of Cas9 efficiently induced ILC development. Large-scale sequencing studies are rapidly identifying putative oncogenic mutations in human tumors. However, discrimination between passenger and driver events in tumorigenesis remains challenging and requires in vivo validation studies in reliable animal models of human cancer. In this study, we describe a novel strategy for in vivo validation of candidate tumor suppressors implicated in invasive lobular breast carcinoma (ILC), which is hallmarked by loss of the cell–cell adhesion molecule E-cadherin. We describe an approach to model ILC by intraductal injection of lentiviral vectors encoding Cre recombinase, the CRISPR/Cas9 system, or both in female mice carrying conditional alleles of the Cdh1 gene, encoding for E-cadherin. Using this approach, we were able to target ILC-initiating cells and induce specific gene disruption of Pten by CRISPR/Cas9-mediated somatic gene editing. Whereas intraductal injection of Cas9-encoding lentiviruses induced Cas9-specific immune responses and development of tumors that did not resemble ILC, lentiviral delivery of a Pten targeting single-guide RNA (sgRNA) in mice with mammary gland-specific loss of E-cadherin and expression of Cas9 efficiently induced ILC development. This versatile platform can be used for rapid in vivo testing of putative tumor suppressor genes implicated in ILC, providing new opportunities for modeling invasive lobular breast carcinoma in mice.
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PTEN Loss in E-Cadherin-Deficient Mouse Mammary Epithelial Cells Rescues Apoptosis and Results in Development of Classical Invasive Lobular Carcinoma. Cell Rep 2016; 16:2087-2101. [PMID: 27524621 PMCID: PMC4999419 DOI: 10.1016/j.celrep.2016.07.059] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Revised: 06/29/2016] [Accepted: 07/21/2016] [Indexed: 11/12/2022] Open
Abstract
Invasive lobular carcinoma (ILC) is an aggressive breast cancer subtype with poor response to chemotherapy. Besides loss of E-cadherin, a hallmark of ILC, genetic inactivation of PTEN is frequently observed in patients. Through concomitant Cre-mediated inactivation of E-cadherin and PTEN in mammary epithelium, we generated a mouse model of classical ILC (CLC), the main histological ILC subtype. While loss of E-cadherin induced cell dissemination and apoptosis, additional PTEN inactivation promoted cell survival and rapid formation of invasive mammary tumors that recapitulate the histological and molecular features, estrogen receptor (ER) status, growth kinetics, metastatic behavior, and tumor microenvironment of human CLC. Combined inactivation of E-cadherin and PTEN is sufficient to cause CLC development. These CLCs showed significant tumor regression upon BEZ235-mediated inhibition of PI3K signaling. In summary, this mouse model provides important insights into CLC development and suggests inhibition of phosphatidylinositol 3-kinase (PI3K) signaling as a potential therapeutic strategy for targeting CLC. PTEN loss rescues apoptosis induced by E-cadherin loss in mouse mammary epithelium Combined loss of E-cadherin and PTEN is sufficient to cause mouse mammary tumors These mouse mammary tumors closely resemble human classical lobular carcinoma (CLC) Mouse CLCs induced by loss of E-cadherin and PTEN regress upon PI3K inhibition
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Abstract A45: Exosome transfer from stromal to breast cancer cells regulates therapy resistance pathways in triple-negative breast cancer. Cancer Res 2016. [DOI: 10.1158/1538-7445.tme16-a45] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Breast cancer cells can achieve protection from DNA damage both through cell-autonomous mechanisms and intercellular communication with the tumor microenvironment. Previously, we described an Interferon-Related DNA Damage Resistance Signature comprising of a network of interferon-stimulated genes (ISGs) that promotes and clinically predicts chemotherapy and radiation resistance in breast cancer. Here, we examine the heterotypic tumor-stroma interactions that regulate ISGs. We show that STAT1 and other ISGs are induced in breast cancer cells following interaction with stroma. STAT1 induces NOTCH3 expression, explaining a requirement for juxtacrine signaling. Moreover, we report that stroma upregulates ISG expression in breast cancer cells through exosomes. Exosomes transferred from the stroma and ISG induction are both dependent on RAB27B. In mice, targeting these pathways abrogate stroma-mediated resistance and results in long-term tumor-free survival. Analysis of primary human tumors supports the role of anti-viral/NOTCH3 pathways in NOTCH signaling and stroma-mediated resistance. To determine whether these observations can further predict clinical efficacy, cell lines derived from a genetically engineered mouse model for p53-induced breast cancer, K14cre;Brca1F/F;p53F/F, were tested. We show that stroma induces breast cancer ISGs through exosomes, which in turn can induce signaling to activate NOTCH3 and regulate DNA damage resistance.
Citation Format: Tony J. Wu, Barzin Y. Nabet, Bihui Xu, Mirjam C. Boelens, Jos Jonkers, Andy J. Minn. Exosome transfer from stromal to breast cancer cells regulates therapy resistance pathways in triple-negative breast cancer. [abstract]. In: Proceedings of the AACR Special Conference: Function of Tumor Microenvironment in Cancer Progression; 2016 Jan 7–10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2016;76(15 Suppl):Abstract nr A45.
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Abstract 2394: Cancer-associated fibroblasts in invasive lobular breast carcinoma. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-2394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Cancer-associated fibroblasts (CAFs) can promote breast cancer progression and therapy response through paracrine and juxtacrine signaling pathways. CAFs are abundantly observed in especially the invasive lobular carcinoma (ILC) subtype of breast cancer. Surprisingly, there is nothing known about the function of these CAFs in ILC. Given the fact that human ILC is generally resistant to standard chemotherapy, we believe that the cause of this therapy resistance lies into the active crosstalk between CAFs and tumor cells leading to a more progressive and resistant phenotype. Therefore, we aim to discover the exact function of CAFs in ILC as well as their drugable targets.
In order to reliably study the role of CAFs in ILC, we generated a genetically engineered mouse model for ILC based on the tissue-specific loss of E-cadherin and PI3K signaling pathway activation, two hallmarks of human ILC. This clinically relevant mouse model spontaneously developed tumors that grow as typically invasive ‘indian files’ into a rigid extracellular matrix (ECM) that is very rich of CAFs. Uniquely, these tumors closely resemble human classical ILC, including its growth rate. Based on a mammary gland transplantation setting using fluorescent labeled hosts, we have shown that fibroblasts are recruited by ILC, both in vivo and in vitro, suggesting ILC-secreted mediators. Interestingly, in vitro inhibition of PDGFRβ (expressed by fibroblasts) can at least in part inhibit this recruitment. We are currently investigating whether inhibition of PDGFRβ in vivo can prevent the recruitment of fibroblasts and subsequently tumor development or progression. In parallel, we have isolated fibroblasts and epithelial cells from primary mouse ILCs and wild-type mammary glands to screen for other important players in the tumor-stroma crosstalk using RNA-seq and secretome proteomics. We will subsequently assess their functional significance during ILC development, progression and therapy response.
Citation Format: Mirjam C. Boelens, Ellen Wientjens, Eva Schut, Sjoerd Klarenbeek, Karin E. de Visser, Jos Jonkers. Cancer-associated fibroblasts in invasive lobular breast carcinoma. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 2394. doi:10.1158/1538-7445.AM2015-2394
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Abstract B77: The role of fibroblasts in invasive lobular breast carcinoma. Cancer Res 2015. [DOI: 10.1158/1538-7445.chtme14-b77] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Cancer-associated fibroblasts (CAFs) can promote breast cancer growth and metastasis, but the underlying mechanisms are still largely unknown. In order to study the role of CAFs in breast cancer development in an in vivo setting, we make use of a spontaneous mammary tumor mouse model for invasive lobular carcinoma (ILC). ILC is the second most common type of breast cancer, and is characterized by loss of E-cadherin, a rich stromal compartment, infiltrative growth, and treatment resistance. Often, the PI3K pathway is observed activated in the ILC subtype. Based on these characteristics, we have generated mouse models with mammary epithelial-specific conditional knockout of E-cadherin and PTEN that develop classical ILCs with a strong resemblance to human ILC. Using PDGFRβ as a fibroblast marker, we have observed an abundant presence of stromal fibroblasts in these ILCs, similar to human ILC. Based on a mammary gland transplantation setting using fluorescent labeled recipient mice, we have shown that fibroblasts get recruited from the host during tumor development. In vitro, we have also shown that tumor cells recruit fibroblasts. Inhibition of PDGFRβ in this in vitro model can at least in part inhibit this recruitment. We are currently investigating whether inhibition of PDGFRβ in vivo can prevent the recruitment of fibroblasts and subsequently tumor development or progression. In parallel, we have isolated fibroblasts from primary mouse ILCs and wild-type mammary glands to screen for other important players in the tumor-stroma crosstalk using RNA-seq and cytokine profiling. We will subsequently assess their functional significance during ILC development and progression.
This research is supported by a fellowship of the Dutch Cancer Society
Citation Format: Mirjam C. Boelens, Ellen Wientjens, Eva Schut, Sjoerd Klarenbeek, Karin E. de Visser, Jos Jonkers. The role of fibroblasts in invasive lobular breast carcinoma. [abstract]. In: Abstracts: AACR Special Conference on Cellular Heterogeneity in the Tumor Microenvironment; 2014 Feb 26-Mar 1; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2015;75(1 Suppl):Abstract nr B77. doi:10.1158/1538-7445.CHTME14-B77
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Abstract 1505: Stroma-mediated DNA damage resistance of human breast cancer. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-1505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Chemotherapy and radiation are often employed to decrease breast cancer deaths. However, patients with metastatic disease invariably manifest resistance to chemotherapy and/or radiation, ultimately causing breast cancer deaths due to ineffective treatment. We have defined a gene expression signature, the interferon-related DNA damage resistance signature (IRDS), that is highly associated with radiation and chemotherapy resistance of breast cancer in both cell lines and patients. Interestingly, IRDS-mediated resistance in experimental models appears to be much greater in vivo than in vitro, suggesting a potential contribution of the tumor microenvironment. To address the question of whether the tumor microenvironment plays a role in IRDS-mediated radioresistance, we investigated the influence of heterotypic interactions between breast cancer and stromal cells on IRDS expression. We found that breast cancer cell lines primarily of the basal subtype increase IRDS expression after tumor-stroma interaction, resulting in enhanced resistance to radiation and chemotherapy. This increase in IRDS and DNA damage resistance depends on STAT1, a member and transcriptional regulator of the IRDS. Tumor-stroma interaction also leads to induction of a population of breast cancer cells with properties of breast cancer stem-like cells (BCSC). Evaluation of a tumor-stroma extracellular interactome revealed that a stroma-directed NOTCH signaling pathway can cooperate with STAT1 signaling to regulate common target genes. STAT1 and NOTCH signaling direct the expansion and/or survival of BCSC, an inherently DNA damage resistant population. Using available primary breast cancer data sets, a similar activation of NOTCH signaling is observed, as well as transcriptomic activation of the NOTCH pathway in breast cancer. Importantly, a marker for NOTCH signaling cooperates with the IRDS to identify breast cancer patients likely to fail adjuvant chemotherapy. The ability of gamma secretase inhibitors to inhibit both stroma-mediated expansion of BCSC and DNA damage resistance highlights the therapeutic potential of this class of targeted agents for breast cancers that express the IRDS. In conclusion, our data suggests that stroma can regulate DNA damage resistant BCSC populations in a subset of basal breast cancers through STAT1 and NOTCH signaling.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 1505. doi:1538-7445.AM2012-1505
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A chronic obstructive pulmonary disease related signature in squamous cell lung cancer. Lung Cancer 2010; 72:177-83. [PMID: 20832896 DOI: 10.1016/j.lungcan.2010.08.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2010] [Revised: 08/09/2010] [Accepted: 08/11/2010] [Indexed: 12/21/2022]
Abstract
The epidemiological relationship between squamous cell lung cancer (SCC) and chronic obstructive pulmonary disease (COPD), both smoking-related diseases, suggests that they have also a genetic basis. We compared 35 SCC patients with and without COPD with whole-genome gene expression profiles of laser microdissected tissue. Validation of differential expression was performed for 25 genes using quantitative (q)RT-PCR. Subsequently, we performed array-based CGH on the same tumor samples. We found that 374 probes were differentially expressed in SCC from patients with and without COPD. Forty-four probes were derived from genes with mitochondrial functions and 34 probes were located on 5q. All these probes showed a lower expression level in SCC from non-COPD patients. For a random selection of 25 mitochondrial and 5q genes, we confirmed the differential expression by qRT-PCR. Loss of 3p, 5q and 9p was observed, via array-CGH, to be more frequent in SCC from non-COPD patients as compared to SCC from COPD patients. Combination of chromosomal aberrations and the location of the differentially expressed genes showed significant association for loss of the 5q31.2-31.3 region and reduced expression of the 5q genes. In conclusion, a more frequent loss of 5q and a low expression of genes located on 5q in SCC tumors of non-COPD patients compared to tumors from COPD patients was identified suggesting that different oncogenetic pathways are operational in patients with and without COPD.
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Current smoking-specific gene expression signature in normal bronchial epithelium is enhanced in squamous cell lung cancer. J Pathol 2009; 218:182-91. [DOI: 10.1002/path.2520] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Microarray amplification bias: loss of 30% differentially expressed genes due to long probe - poly(A)-tail distances. BMC Genomics 2007; 8:277. [PMID: 17697374 PMCID: PMC2000903 DOI: 10.1186/1471-2164-8-277] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2006] [Accepted: 08/15/2007] [Indexed: 11/10/2022] Open
Abstract
Background Laser microdissection microscopy has become a rising tool to assess gene expression profiles of pure cell populations. Given the low yield of RNA, a second round of amplification is usually mandatory to yield sufficient amplified-RNA for microarray approaches. Since amplification induces truncation of RNA molecules, we studied the impact of a second round of amplification on identification of differentially expressed genes in relation to the probe – poly(A)-tail distances. Results Disagreement was observed between gene expression profiles acquired after a second round of amplification compared to a single round. Thirty percent of the differentially expressed genes identified after one round of amplification were not detected after two rounds. These inconsistent genes have a significant longer probe – poly(A)-tail distance. qRT-PCR on unamplified RNA confirmed differential expression of genes with a probe – poly(A)-tail distance >500 nucleotides appearing only after one round of amplification. Conclusion Our data demonstrate a marked loss of 30% of truly differentially expressed genes after a second round of amplification. Therefore, we strongly recommend improvement of amplification procedures and importance of microarray probe design to allow detection of all differentially expressed genes in case of limited amounts of RNA.
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Differential expression and distribution of epithelial adhesion molecules in non-small cell lung cancer and normal bronchus. J Clin Pathol 2006; 60:608-14. [PMID: 16489176 PMCID: PMC1955047 DOI: 10.1136/jcp.2005.031443] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BACKGROUND Changes in epithelial cell interactions have been implicated in carcinogenesis, tumour invasion and metastasis. AIM To screen for altered expression of epithelial adhesion genes in lung cancer development. METHODS Gene expression profiles were assessed with cDNA expression arrays in eight non-small cell lung cancer (NSCLC) and eight normal bronchi obtained from the same patient. Immunohistochemistry (IHC) and RNA in situ hybridisation (ISH) were used to confirm the most prominently expressed adhesion molecules and to investigate their distribution at protein and mRNA levels. RESULTS 43 differentially expressed cancer-related genes were identified in adenocarcinoma, squamous cell carcinoma (SCC) and normal bronchus. Five of these genes are related to epithelial adhesion-that is, integrin alpha3 (ITGA3), integrin beta4 (ITGB4), desmoplakin I and II (DSP), plakoglobin, and desmocollin 3 (DSC3). ITGA3 and ITGB4, showing predominantly cell-matrix staining, were up regulated in adenocarcinoma and SCC, respectively. ITGB4 also showed strong staining in SCC with IHC and ISH. Components of the desmosome adhesion complex DSP, plakoglobin and DSC3 were strongly up regulated in SCC and showed a distinct cell-cell staining pattern. DSP and plakoglobin were predominantly present at central, more differentiated tumour cells, whereas DSC3 showed a stronger staining in the peripheral basal cells of SCC tumour areas. CONCLUSIONS Lack of cellular adhesion may have an important role in the metastatic potency of a primary tumour. A possible association of strong presence and normal-distributed desmosomal molecules in SCC with the less frequent and late pattern of metastasis in SCC as compared with adenocarcinoma is suggested.
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Combination of Vascular Endothelial Growth Factor (VEGF) and Thymidine Phosphorylase (TP) to Improve Angiogenic Gene Therapy. Angiogenesis 2003; 6:185-92. [PMID: 15041794 DOI: 10.1023/b:agen.0000021389.49659.31] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
To improve current angiogenic gene therapy with a vascular endothelial growth factor (VEGF)-encoding plasmid (Baumgartner et al. Circulation 1998; 97: 1114-23 [1]; Kusumanto et al. Fifth Annual Meeting of the American Society of Gene Therapy, Boston, 2002, Abstr. 621 [2]), we have generated a combination plasmid, encoding the VEGF gene and the thymidine phosphorylase (TP, also known as platelet-derived endothelial growth factor (PD-ECGF) or gliostatin (GLS)) gene: phVEGF165-TP.MB. Upon transfection in COS-7 cells both gene products were expressed and functional as shown by Western blots, ELISAs and bioassays. Culture supernatants of COS-7 cells transfected with this plasmid were able to induce endothelial proliferation. In an in vitro angiogenesis assay with recombinant proteins, TP was able to increase VEGF-induced tube formation. The phVEGF165-TP.MB plasmid is therefore a promising candidate for in vivo angiogenesis studies.
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