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Kapil A, Shumilov A, Wortmann P, Khelifa S, Chan J, Vandenberghe M, Barker C, Gustavson M, Carroll D, Sade H, Schmidt G. Abstract P6-04-16: ART: Automated Region segmentation of Tumor on HER2-stained breast cancer tissue. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p6-04-16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background Computational pathology-based methods, eg, Quantitative Continuous Scoring (QCS) [Gustavson, SABCS 2020], are built to provide objective and quantitative methods to assess HER2 expression in breast cancer (BC). For accurate HER2 quantification, it is important to exclude non-invasive epithelium from analysis since HER2 overexpression could be more frequent in ductal carcinoma in situ (DCIS) and pleomorphic lobular carcinoma in situ (PLCIS) than in invasive BC [Lari, J Cancer 2011]. Generally, computational pathology-based approaches require experts to delineate the invasive BC regions of interest for analysis and exclude all benign/non-invasive epithelium. Developing a tool that delineates the invasive BC regions automatically without human intervention to avoid subjectivity of manual annotation by pathologists is ideal. We developed a novel, deep-learning–based system, called DualScaleNet, to perform Automated Region segmentation of Tumor (ART) by automatically identifying the invasive BC regions and excluding benign/non-invasive epithelium on HER2-stained digitized images. Identification and diagnosis of these regions, especially the in situ tumors are a challenge as they can mimic benign and invasive lesions causing wrong HER2 evaluation. Additional stains (eg, p63 for myoepithelial cells or laminin for basement membrane) are often required for diagnosis [Pinder, Mod Pathol 2010] but were not available for this study. Methods DualScaleNet works simultaneously on HER2-stained immunohistochemistry (IHC) image patches at 2 different resolutions. The target branch uses a higher resolution RGB image (0.5 μm/pixel) to learn accurate local details; the context branch uses a lower resolution image (4.0 μm/pixel) to incorporate more context in visual learning. The algorithm generates 4 output image layers representing probabilities of 4 classes: invasive tumor, ductal/lobular carcinoma in situ, benign epithelium, and other tissue. The final segmentation result is generated by assigning each image pixel the class with the largest probability value. The algorithm was trained using ground truth (GT) annotations generated by 5 pathologists using 6157 square field of views (FOVs), 200-500 μm in size. These FOVs were collected from 850 whole slide images (WSI), spanning 9 commercial BC sample cohorts stained with different HER2 assays and scanned by several versions of the Aperio AT2 scanner. The samples included a mixture of biopsies and resections and covered different BC histologies and HER2 staining intensities. To evaluate the reproducibility of tumor area detection by human pathologists, an interpathologist comparison in detection of invasive tumor regions was performed using 225 FOVs annotated by multiple pathologists. Results Analysis generated an average Dice/F1 Score of 81.6% among different pathologists for invasive cancer. On the same sample set (independent of the ART training set), the invasive cancer detection by the ART algorithm was on par with human pathologists, achieving a similar average Dice/F1 score of 80.7%. Conclusions Novel deep learning-based ART algorithm provides accurate segmentation of invasive cancer on HER2-stained IHC images. The performance was verified against the GT annotations provided by multiple pathologists. Since the algorithm is trained using annotations from multiple pathologists, it is not possible to generate higher accuracy with computational pathology than is achievable between independent pathologists. Importantly, the same WSI read by the ART will consistently output the exact same tumor region identification result thus removing the inherent human subjectivity and variability, while improving the turnaround time for analysis. This development serves as the necessary foundation upon which a computational pathology-based diagnostic can be built.
Citation Format: Ansh Kapil, Anatoliy Shumilov, Philipp Wortmann, Sihem Khelifa, Jessica Chan, Michel Vandenberghe, Craig Barker, Mark Gustavson, Danielle Carroll, Hadassah Sade, Günter Schmidt. ART: Automated Region segmentation of Tumor on HER2-stained breast cancer tissue [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P6-04-16.
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Affiliation(s)
- Ansh Kapil
- 1AstraZeneca Computational Pathology GmbH
| | - Anatoliy Shumilov
- 2AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Germany, München, Bayern, Germany
| | - Philipp Wortmann
- 3AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Germany
| | - Sihem Khelifa
- 4AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Germany
| | - Jessica Chan
- 5AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Germany, Germany
| | - Michel Vandenberghe
- 6AstraZeneca Precision Medicine & Biosamples, Oncology R&D, Cambridge, United Kingdom
| | | | - Mark Gustavson
- 8AstraZeneca Precision Medicine & Biosamples, Oncology R&D, Cambridge, United Kingdom
| | - Danielle Carroll
- 9AstraZeneca Translational Medicine, Early Oncology, Cambridge, United Kingdom
| | | | - Günter Schmidt
- 11AstraZeneca Computational Pathology GmbH, Munich, Bayern, Germany
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Drago J, Hassan Z, Zaucha J, Kapil A, Derakhshan F, Pareja F, Anatoliy S, Ratzon F, Hollman TJ, Myers C, Chan J, Spitzmuller A, Gustavson M, Carroll D, Ross D, Reis-Filho J, barrett C, Khalifa S, Guenter S, Sade H, Chandarlapaty S. Abstract P2-09-03: Quantification of HER2 expression and spatial biology using computational pathology: A cross-assay validation study in breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p2-09-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background Conventional pathologic scoring of HER2 by IHC is proven to distinguish potential responders to trastuzumab but has not been effective for next generation antibody drug conjugates (ADCs) such as trastuzumab deruxtecan (T-DXd), which is capable of bystander killing. Several alternative approaches have been deployed to measure HER2, including immunofluorescence and mRNA sequencing. We have developed a novel and fully automated computational pathology technique, Quantitative Continuous Scoring (QCS), to quantify the level and distribution of HER2 from digitized HER2 IHC slides in an objective, quantifiable, and reproducible manner on a per-cell basis [Gustavson et al., SABCS 2020]. To further validate this approach, we performed a systematic multi-omic comparison of QCS to orthogonal methods of HER2 quantitation on a cohort of primary and metastatic breast cancer cases (N=30). Methods HER2 was evaluated using three independent methods on serial tissue sections obtained from 30 archival FFPE breast cancer samples distributed over the full range of HER2 expression, from 0 to 3+. HER2-IHC staining (clone 4B5, Roche Tissue Diagnostics) was performed using standard methods and cases were scored by two pathologists using CAP/ASCO guidelines and H-scores were assigned. We performed FISH (HER2 IQFISH pharmDx [Dako]; PathVysion HER-2 DNA Probe Kit [Vysis]), mRNA quantification of ERBB2 transcript levels (Nano String), and immunofluorescence (IF; HER2 clone 29D8, CST). Imaged with Vectra (Akoya) and analyzed with Halo (Indica). QCS readouts were generated from the above-mentioned digital images of IHC slides by using a fully automated image analysis pipeline; readouts included per-cell staining intensity measurements of membranes and cytoplasmic sub-compartments in terms of optical density (OD) [Van der Laak, JQCS 2000], which were aggregated to a single slide-level score. Additionally, using the OD measurements and the cell locations, a Spatial Proximity Score (SPS) was computed, summing the percentage of cells with OD≥10 (corresponding to the limit of visual detection of IHC staining) as well as the percentage of cells with OD< 10 within a prespecified radius (25µm) of a neighboring cell with OD≥10. Results Our analysis demonstrated that QCS-based scoring correlates with orthogonal measurements used in this study. Comparing protein-based assays, the observed Pearson correlation was R=0.88 between QCS median membrane OD and IHC H-scores, R=0.86 with IF-based HER2 mean cell expression intensity, and R=0.85 with IF-based H-scores. Correlation with transcriptomic profiling was R=0.81 for OD vs. mRNA, however ERBB2 transcript levels did not distinguish between HER2 0, 1+, and 2+ FISH negative cases, while QCS was able to do so. Correlation between protein-based and nucleic-acid based assays were numerically worse, with R=0.64 for OD vs. FISH. All samples (including those with HER2 IHC scores of 0 and H-Scores < 10) had at least ~20% of cells with quantifiable HER2 expression by OD, the presence of which was confirmed using IF. For cases in the lowest quartile of HER2 expression by OD, SPS identified 20-50% additional HER2-null cells that were in close proximity to HER2-expressing cells that may be vulnerable to bystander killing. Conclusion QCS-based scoring is consistent with orthogonal protein-based measurements across the range of HER2 expression. Most importantly, QCS derived-spatial analysis features identify additional patients in the lower end of HER2 expression that might be highly relevant for ADC response prediction, particularly if a drug exerts bystander activity. Further clinical verification and validation on large cohorts is needed. Footnote: This study was approved by the IRB at MSKCC.
Citation Format: Joshua Drago, Zonera Hassan, Jan Zaucha, Ansh Kapil, Fatemeh Derakhshan, Fresia Pareja, Shimulov Anatoliy, Fanni Ratzon, Travis J Hollman, Claire Myers, Jessica Chan, Andrea Spitzmuller, Mark Gustavson, Danielle Carroll, Dara Ross, Jorge Reis-Filho, Carl barrett, Sihem Khalifa, Schmidt Guenter, Hadassah Sade, Sarat Chandarlapaty. Quantification of HER2 expression and spatial biology using computational pathology: A cross-assay validation study in breast cancer [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P2-09-03.
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Affiliation(s)
- Joshua Drago
- 1Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zonera Hassan
- 2AstraZeneca Computational Pathology, Early Oncology Translational Medicine, Munich, Germany
| | - Jan Zaucha
- 3astraZeneca Computational Pathology GmbH, Early Oncology, Munich, Bayern, Germany
| | - Ansh Kapil
- 4AstraZeneca Computational Pathology GmbH
| | | | - Fresia Pareja
- 6Pathology, Memorial Sloan Kettering Cancer Center, New York, United States
| | - Shimulov Anatoliy
- 7AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Germany
| | - Fanni Ratzon
- 8Memorial Sloan Kettering Cancer Center, New York, United States
| | - Travis J Hollman
- 9Pathology, Memorial Sloan Kettering Cancer Center, New York, United States
| | - Claire Myers
- 10AstraZeneca Translational Medicine, Early Oncology, Boston, United States
| | - Jessica Chan
- 11AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Germany
| | - Andrea Spitzmuller
- 12AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Bayern, Germany
| | - Mark Gustavson
- 13AstraZeneca Precision Medicine & Biosamples, Oncology R&D, Cambridge, United Kingdom
| | - Danielle Carroll
- 14AstraZeneca Translational Medicine, Early Oncology, Cambridge, United Kingdom
| | - Dara Ross
- 15Memorial Sloan Kettering Cancer Center, New York, United States
| | | | - Carl barrett
- 17AstraZeneca Translational Medicine, Early Oncology, Boston, United States
| | - Sihem Khalifa
- 18AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Bayern, Germany
| | - Schmidt Guenter
- 19AstraZeneca Computational Pathology GmbH, Early Oncology, Munich, Germany
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Wortmann P, Tan TH, Haneder S, Storti AE, Kapil A, Chesebrough J, Sutton D, Sulikowski M, Lewis A, Koch S, Sweet S, Song Z, Chain D, Kim YJ, Luheshi N, Kinneer K, Cooper ZA, Rebelatto M, Schmidt G, Sade H, Barrett JC. Abstract 452: Development and implementation of image analysis-based Quantitative Continuous Score (QCS) for B7-H4 IHC to understand AZD8205 pharmacodynamics. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-452] [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: 11/16/2022]
Abstract
Abstract
Antibody-Drug-Conjugates (ADCs) are biopharmaceutical drugs designed for targeted tumor therapy, meant to improve therapeutic index by restricting drug delivery to tumor cells that express the target antigen. ADCs bind to the target molecule on the cell membrane, which triggers internalization, linker cleavage, and ultimately drug release inside the target cell. Prospective patient selection can be done by quantifying the level of target expression in the tumor using immuno-histochemistry (IHC). However, this process typically involves pathologists and is time consuming, expensive, and prone to human bias. We have developed a supervised deep learning algorithm that segments IHC images of invasive tumor epithelium into individual epithelial cells and their membrane, cytoplasm and nucleus with high accuracy. On unseen test data its performance for epithelial cell detection and segmentation is comparable to the inter-pathologist consensus. With our algorithm, we can describe the target molecule distribution of individual cells in a fully quantitative fashion after using standard IHC methods: we call our approach Quantitative Continuous Score (QCS). We applied QCS to interrogate the mechanism of action of AZD8205, a B7-H4 directed ADC incorporating a novel topoisomerase I linker-warhead. Pharmacodynamic effects were evaluated in vivo, using a human tumor xenograft mouse model and the cell line HT29-huB7-H4 Clone 26, engineered to express human B7-H4. After tumors grew in volume to approximately 250 to 300 mm3, animals were randomized and each mouse received an IV injection of either AZD8205 (1.25, 3.5, or 7 mg/kg) or control articles. Tumors were collected at designated timepoints, fixed in 10% neutral buffered formalin and subsequently embedded into paraffin blocks. IHC and QCS were then used to examine human IgG, γH2AX foci, cleaved caspase-3, and epithelial cell density in tumor samples over time. Using our novel approach we could quantitatively measure the level of AZD8205 bound to tumor cells, with the highest level of ADC on the cell membrane detected at 24-48 hrs. Increased dose levels accelerated the binding kinetics of the drug and led to to a 4- and 3-fold excess of γH2AX and CC-3 respectively, as well as more cells being killed, with up to 2/3 of all epithelial cells dead at the highest dose studied. In summary, we here set the basis for future mechanistic investigation of model systems using computational pathology to improve our understanding of ADC effects. Computational pathology has the potential to determine molecule abundance quantitatively, increase throughput and avoid human bias. Our data implies QCS has the potential to identify patients who may respond to AZD8205, which we will interrogate further and integrate into future clinical studies.
Citation Format: Philipp Wortmann, Tze Heng Tan, Susanne Haneder, Andrea Ennio Storti, Ansh Kapil, Jon Chesebrough, Daniel Sutton, Michal Sulikowski, Arthur Lewis, Sofia Koch, Steve Sweet, Zifeng Song, David Chain, Yeoun Jin Kim, Nadia Luheshi, Krista Kinneer, Zachary A. Cooper, Marlon Rebelatto, Günter Schmidt, Hadassah Sade, J. Carl Barrett. Development and implementation of image analysis-based Quantitative Continuous Score (QCS) for B7-H4 IHC to understand AZD8205 pharmacodynamics [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 452.
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Sade H, Kapil A, Wortmann P, Spitzmueller A, Triltsch N, Meinecke L, Haneder S, Shumilov A, Lesniak J, Bertani V, Tan TH, Hidalgo-Sastre A, Christ S, Storti A, Alleze R, Medrikova D, Chan J, Lanzmich S, Schick M, Schmidt G, Barrett JC. Abstract 468: Quantitative assessment of IHC using computational pathology allows superior patient selection for biomarker-informed patients. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-468] [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: 11/16/2022]
Abstract
Abstract
Many targeted cancer therapies rely on biomarkers, which are assessed by standard pathologist scoring of immunohistochemically stained tissue. However, this process is subjective, semi-quantitative and does not assess expression heterogeneity. A quantitative method to measure IHC markers might therefore significantly improve patient selection particularly of proteins expressed at low levels. To address these challenges, we have developed the Quantitative Continuous Scoring (QCS) that deploys the power of fully supervised Deep Learning (DL) algorithms to provide objective and continuous data of biomarkers in digitized IHC whole slide images (WSI). The two DL-based algorithms, developed using pathologist input as the ground truth, identify areas of invasive tumor and segment each individual tumor cell across the WSI into pixels that represent cell nuclei, cytoplasm and/or membrane. This allows to compute biomarker expression as mean Optical Density (OD) in each of these subcellular compartments based on the Hue-Saturation-Density (HSD) model. Of note, this also allows computation of the spatial distribution of tumor cells across the WSI. The measured OD for each cell is aggregated as a histogram to quantitative continuous readouts for each patient sample. The method’s ability to accurately detect low expression range facilitates selection of antibody clones for IHC assays, has been successfully used to delineate mode of action and PK/PD mechanisms, has provided surrogate markers of spatial expression heterogeneity to predict potential bystander activity and has facilitated marker co-expression analysis to inform rational combination therapies. In retrospective clinical trials analysis, QCS showed superior performance in identifying a patient population gaining maximum treatment benefit. QCS-based quantification of PD-L1 membrane expression was able to stratify anti-PD-L1 treated late-stage non-small cell lung cancer (NSCLC) patients [NCT01693562] with a higher prevalence and more significant log rank p-value (64%, p=0.0001) for OS compared to pathologist TPS (59%, p=0.01). In summary, we describe a computational pathology-based approach for precise biomarker quantification and superior patient selection with broad applicability and the potential to transform pathology, thus addressing one of the key challenges of precision oncology.
Citation Format: Hadassah Sade, Ansh Kapil, Philipp Wortmann, Andreas Spitzmueller, Nicolas Triltsch, Lina Meinecke, Susanne Haneder, Anatoliy Shumilov, Jan Lesniak, Valeria Bertani, Tze-Heng Tan, Ana Hidalgo-Sastre, Simon Christ, Andrea Storti, Regina Alleze, Dasa Medrikova, Jessica Chan, Simon Lanzmich, Markus Schick, Guenter Schmidt, J. Carl Barrett. Quantitative assessment of IHC using computational pathology allows superior patient selection for biomarker-informed patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 468.
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Affiliation(s)
- Hadassah Sade
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | - Ansh Kapil
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | | | | | | | - Lina Meinecke
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | | | | | - Jan Lesniak
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | | | - Tze-Heng Tan
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | | | - Simon Christ
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | - Andrea Storti
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | - Regina Alleze
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | - Dasa Medrikova
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | - Jessica Chan
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | - Simon Lanzmich
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
| | - Markus Schick
- 1AstraZeneca Computational Pathology GmbH, Munich, Germany
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Beach TG, Serrano GE, Kremer T, Canamero M, Dziadek S, Sade H, Derkinderen P, Corbillé AG, Letournel F, Munoz DG, White CL, Schneider J, Crary JF, Sue LI, Adler CH, Glass MJ, Intorcia AJ, Walker JE, Foroud T, Coffey CS, Ecklund D, Riss H, Goßmann J, König F, Kopil CM, Arnedo V, Riley L, Linder C, Dave KD, Jennings D, Seibyl J, Mollenhauer B, Chahine L. Immunohistochemical Method and Histopathology Judging for the Systemic Synuclein Sampling Study (S4). J Neuropathol Exp Neurol 2019; 77:793-802. [PMID: 30107604 DOI: 10.1093/jnen/nly056] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Immunohistochemical (IHC) α-synuclein (Asyn) pathology in peripheral biopsies may be a biomarker of Parkinson disease (PD). The multi-center Systemic Synuclein Sampling Study (S4) is evaluating IHC Asyn pathology within skin, colon and submandibular gland biopsies from 60 PD and 20 control subjects. Asyn pathology is being evaluated by a blinded panel of specially trained neuropathologists. Preliminary work assessed 2 candidate immunoperoxidase methods using a set of PD and control autopsy-derived sections from formalin-fixed, paraffin-embedded blocks of the 3 tissues. Both methods had 100% specificity; one, utilizing the 5C12 monoclonal antibody, was more sensitive in skin (67% vs 33%), and was chosen for further use in S4. Four trainee neuropathologists were trained to perform S4 histopathology readings; in subsequent testing, their scoring was compared to that of the trainer neuropathologist on both glass slides and digital images. Specificity and sensitivity were both close to 100% with all readers in all tissue types on both glass slides and digital images except for skin, where sensitivity averaged 75% with digital images and 83.5% with glass slides. Semiquantitative (0-3) density score agreement between trainees and trainer averaged 67% for glass slides and 62% for digital images.
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Affiliation(s)
- Thomas G Beach
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, Arizona
| | - Geidy E Serrano
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, Arizona
| | - Thomas Kremer
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, F Hoffman-La Roche, Ltd, Basel, Switzerland.,Roche Pharma Research and Early Development, Roche Innovation Center, Munich, Penzberg, Germany
| | - Marta Canamero
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, F Hoffman-La Roche, Ltd, Basel, Switzerland.,Roche Pharma Research and Early Development, Roche Innovation Center, Munich, Penzberg, Germany
| | - Sebastian Dziadek
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, F Hoffman-La Roche, Ltd, Basel, Switzerland.,Roche Pharma Research and Early Development, Roche Innovation Center, Munich, Penzberg, Germany
| | - Hadassah Sade
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, F Hoffman-La Roche, Ltd, Basel, Switzerland.,Roche Pharma Research and Early Development, Roche Innovation Center, Munich, Penzberg, Germany
| | - Pascal Derkinderen
- Department of Neurology, CHU Nantes, Inserm, U1235, Nantes University, Nantes F-44035, France.,CHU Angers, Neurobiology and Neuropathology Laboratory, Angers F-49033, France
| | - Anne-Gaëlle Corbillé
- Department of Neurology, CHU Nantes, Inserm, U1235, Nantes University, Nantes F-44035, France.,CHU Angers, Neurobiology and Neuropathology Laboratory, Angers F-49033, France
| | - Franck Letournel
- Department of Neurology, CHU Nantes, Inserm, U1235, Nantes University, Nantes F-44035, France.,CHU Angers, Neurobiology and Neuropathology Laboratory, Angers F-49033, France
| | - David G Munoz
- Laboratory Medicine and Keenan Research Centre for Biomedical Research of the Li Ka Shing Knowledge Institute, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - Charles L White
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas
| | | | - John F Crary
- Department of Pathology, Fishberg Department of Neuroscience, Friedman Brain Institute, Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Lucia I Sue
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, Arizona
| | - Charles H Adler
- Department of Neurology, Mayo Clinic Arizona, Scottsdale, Arizona
| | - Michael J Glass
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, Arizona
| | - Anthony J Intorcia
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, Arizona
| | - Jessica E Walker
- Civin Laboratory for Neuropathology, Banner Sun Health Research Institute, Sun City, Arizona
| | - Tatiana Foroud
- Indiana University School of Medicine, Indianapolis, Indiana
| | | | - Dixie Ecklund
- Department of Biostatistics, University of Iowa, Iowa City, Iowa
| | - Holly Riss
- Department of Biostatistics, University of Iowa, Iowa City, Iowa
| | | | - Fatima König
- Targos Molecular Pathology GmbH, Kassel, Germany
| | - Catherine M Kopil
- The Michael J. Fox Foundation for Parkinson's Research, New York, New York
| | - Vanessa Arnedo
- The Michael J. Fox Foundation for Parkinson's Research, New York, New York
| | - Lindsey Riley
- The Michael J. Fox Foundation for Parkinson's Research, New York, New York
| | - Carly Linder
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Kuldip D Dave
- The Michael J. Fox Foundation for Parkinson's Research, New York, New York
| | | | - John Seibyl
- Institute for Neurodegenerative Disorders, New Haven, Connecticut
| | - Brit Mollenhauer
- Paracelsus-Elena-Klinik, Kassel and University Medical Center Goettingen, Goettingen, Germany
| | - Lana Chahine
- Department of Neurology, University of Pittsburgh, Pittsburgh, Pennsylvania
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Bentink S, Spitzmueller A, Tan TH, Sade H, Wu S, Higgs BW, Steele KE. Abstract 2795: Dissemination score of CD8+ TILs by automated image analysis is a potential marker of immune activity in human cancers. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2795] [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: 11/16/2022]
Abstract
Abstract
The overall density of CD8+ tumor-infiltrating lymphocytes (TILs) is important for characterizing the level of immune activity in the tumor microenvironment (TME). Beyond the densities of CD8+ TILs, both their location and distributional patterns may also have relevance to immune activity. We evaluated 645 resected tumors encompassing seven cancer types, and correlate location and spatial patterns of CD8+ TILs to immune pathway activity.
We integrated image analysis results from digitized immunohistochemistry (IHC) slides with gene expression data from a targeted Ion Torrent Panel. Overall density of CD8+ TILs and the exact position of individual CD8+ lymphocytes were determined from IHC slides. A dissemination score was defined as ratio of global density and average local density of CD8+ TILs. This score is the inverse of the Ripley’s K statistic and becomes high for disseminated spatial patterns. We used this quotient as a continuous metric to identify tumors with a disseminated TIL pattern and to distinguish them from tumors with focal distribution of CD8+ TILs. Within a subset of tumors, the continuous dissemination metric was correlated with biological pathways using targeted mRNA sequencing and gene set enrichment analysis. In addition, association of the dissemination score with overall survival was tested on a subset of cases.
CD8+ TIL distributional patterns differed significantly between tumor types. Breast and pancreatic cancers more frequently showed a focal distribution of CD8+ TILs, while lung tumors comparatively exhibited a disseminated pattern. Transcriptional profiling data revealed differences between both image analysis phenotypes. On average, cases with more disseminated patterns of CD8+ T cells were associated with mRNA expression of genes that fall in pathways related to motility, migration and activation status of tumor infiltrating T cells. We also found a trend to better overall survival in patients whose tumors had a disseminated TIL score compared to those with a focal pattern. This trend was significant in non-small cell adenocarcinoma of the lung (log rank p = 0.018).
We demonstrate the value of spatial image analysis to automatically score CD8+ TIL dissemination as a marker of immune activity in the TME. Jointly analyzing transcriptional profiles appears to identify a biologically meaningful activation phenotype in tumors with high dissemination scores. Our data further suggests that this phenotype is associated with improved overall survival in some cancer patients.
Citation Format: Stefan Bentink, Andreas Spitzmueller, Tze Heng Tan, Hadassah Sade, Song Wu, Brandon W. Higgs, Keith E. Steele. Dissemination score of CD8+ TILs by automated image analysis is a potential marker of immune activity in human cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2795.
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Affiliation(s)
| | | | | | | | - Song Wu
- 2MedImmune, LLC, Gaithersburg, MD
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Hoves S, Ooi CH, Wolter C, Sade H, Bissinger S, Schmittnaegel M, Ast O, Giusti AM, Wartha K, Runza V, Xu W, Kienast Y, Cannarile MA, Levitsky H, Romagnoli S, De Palma M, Rüttinger D, Ries CH. Rapid activation of tumor-associated macrophages boosts preexisting tumor immunity. J Exp Med 2018; 215:859-876. [PMID: 29436396 PMCID: PMC5839760 DOI: 10.1084/jem.20171440] [Citation(s) in RCA: 135] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 11/20/2017] [Accepted: 12/21/2017] [Indexed: 12/14/2022] Open
Abstract
Combined CSF-1R+CD40 antibody therapy induces profound and rapid TAM reprogramming before TAMs are eliminated. This combination of cancer immunotherapies tailored to activate the innate immune system creates an inflamed tumor microenvironment ultimately leading to tumor eradication by the adaptive immunity. Depletion of immunosuppressive tumor-associated macrophages (TAMs) or reprogramming toward a proinflammatory activation state represent different strategies to therapeutically target this abundant myeloid population. In this study, we report that inhibition of colony-stimulating factor-1 receptor (CSF-1R) signaling sensitizes TAMs to profound and rapid reprogramming in the presence of a CD40 agonist before their depletion. Despite the short-lived nature of macrophage hyperactivation, combined CSF-1R+CD40 stimulation of macrophages is sufficient to create a proinflammatory tumor milieu that reinvigorates an effective T cell response in transplanted tumors that are either responsive or insensitive to immune checkpoint blockade. The central role of macrophages in regulating preexisting immunity is substantiated by depletion experiments, transcriptome analysis of ex vivo sorted TAMs, and gene expression profiling of whole tumor lysates at an early treatment time point. This approach enabled the identification of specific combination-induced changes among the pleiotropic activation spectrum of the CD40 agonist. In patients, CD40 expression on human TAMs was detected in mesothelioma and colorectal adenocarcinoma.
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Affiliation(s)
- Sabine Hoves
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Chia-Huey Ooi
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany.,Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Carsten Wolter
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Hadassah Sade
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Stefan Bissinger
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Martina Schmittnaegel
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Oliver Ast
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Anna M Giusti
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Katharina Wartha
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Valeria Runza
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Wei Xu
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Yvonne Kienast
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Michael A Cannarile
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Hyam Levitsky
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Solange Romagnoli
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Michele De Palma
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Dominik Rüttinger
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Carola H Ries
- Roche Pharmaceutical Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
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Pradel LP, Ooi CH, Romagnoli S, Cannarile MA, Sade H, Rüttinger D, Ries CH. Macrophage Susceptibility to Emactuzumab (RG7155) Treatment. Mol Cancer Ther 2016; 15:3077-3086. [DOI: 10.1158/1535-7163.mct-16-0157] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Revised: 08/12/2016] [Accepted: 08/18/2016] [Indexed: 11/16/2022]
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Gyulveszi G, Fischer C, Mirolo M, Stern M, Green L, Ceppi M, Wang H, Bürgi B, Staempfli A, Muster W, van Waterschoot R, Gloge A, Sade H, Klaman I, Hoelzlvimmer G, Surya A, Banerjee M, Shrivastava R, Middya S, Yadav D, Basu S, Acuna G. Abstract LB-085: RG70099: A novel, highly potent dual IDO1/TDO inhibitor to reverse metabolic suppression of immune cells in the tumor micro-environment. Immunology 2016. [DOI: 10.1158/1538-7445.am2016-lb-085] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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10
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Brünker P, Wartha K, Friess T, Grau-Richards S, Waldhauer I, Koller CF, Weiser B, Majety M, Runza V, Niu H, Packman K, Feng N, Daouti S, Hosse RJ, Mössner E, Weber TG, Herting F, Scheuer W, Sade H, Shao C, Liu B, Wang P, Xu G, Vega-Harring S, Klein C, Bosslet K, Umaña P. RG7386, a Novel Tetravalent FAP-DR5 Antibody, Effectively Triggers FAP-Dependent, Avidity-Driven DR5 Hyperclustering and Tumor Cell Apoptosis. Mol Cancer Ther 2016; 15:946-57. [PMID: 27037412 DOI: 10.1158/1535-7163.mct-15-0647] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 01/18/2016] [Indexed: 11/16/2022]
Abstract
Dysregulated cellular apoptosis and resistance to cell death are hallmarks of neoplastic initiation and disease progression. Therefore, the development of agents that overcome apoptosis dysregulation in tumor cells is an attractive therapeutic approach. Activation of the extrinsic apoptotic pathway is strongly dependent on death receptor (DR) hyperclustering on the cell surface. However, strategies to activate DR5 or DR4 through agonistic antibodies have had only limited clinical success. To pursue an alternative approach for tumor-targeted induction of apoptosis, we engineered a bispecific antibody (BsAb), which simultaneously targets fibroblast-activation protein (FAP) on cancer-associated fibroblasts in tumor stroma and DR5 on tumor cells. We hypothesized that bivalent binding to both FAP and DR5 leads to avidity-driven hyperclustering of DR5 and subsequently strong induction of apoptosis in tumor cells but not in normal cells. Here, we show that RG7386, an optimized FAP-DR5 BsAb, triggers potent tumor cell apoptosis in vitro and in vivo in preclinical tumor models with FAP-positive stroma. RG7386 antitumor efficacy was strictly FAP dependent, was independent of FcR cross-linking, and was superior to conventional DR5 antibodies. In combination with irinotecan or doxorubicin, FAP-DR5 treatment resulted in substantial tumor regression in patient-derived xenograft models. FAP-DR5 also demonstrated single-agent activity against FAP-expressing malignant cells, due to cross-binding of FAP and DR5 across tumor cells. Taken together, these data demonstrate that RG7386, a novel and potent antitumor agent in both mono- and combination therapies, overcomes limitations of previous DR5 antibodies and represents a promising approach to conquer tumor-associated resistance to apoptosis. Mol Cancer Ther; 15(5); 946-57. ©2016 AACR.
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Affiliation(s)
- Peter Brünker
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Katharina Wartha
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Thomas Friess
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Sandra Grau-Richards
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Inja Waldhauer
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Claudia Ferrara Koller
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Barbara Weiser
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Meher Majety
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Valeria Runza
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Huifeng Niu
- Roche Pharma Research and Early Development, Roche Innovation Center New York, New York, New York
| | - Kathryn Packman
- Roche Pharma Research and Early Development, Roche Innovation Center New York, New York, New York
| | - Ningping Feng
- Roche Pharma Research and Early Development, Roche Innovation Center New York, New York, New York
| | - Sherif Daouti
- Roche Pharma Research and Early Development, Roche Innovation Center New York, New York, New York
| | - Ralf J Hosse
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Ekkehard Mössner
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Thomas G Weber
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Frank Herting
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Werner Scheuer
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Hadassah Sade
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Cuiying Shao
- Roche Pharma Research and Early Development, Roche Innovation Center Shanghai, Shanghai, China
| | - Bin Liu
- Roche Pharma Research and Early Development, Roche Innovation Center Shanghai, Shanghai, China
| | - Peng Wang
- Roche Pharma Research and Early Development, Roche Innovation Center Shanghai, Shanghai, China
| | - Gary Xu
- Roche Pharma Research and Early Development, Roche Innovation Center Shanghai, Shanghai, China
| | - Suzana Vega-Harring
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Christian Klein
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Klaus Bosslet
- Roche Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | - Pablo Umaña
- Roche Pharma Research and Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland.
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Friess T, Lechner S, Abraham E, Broeske AM, Bader S, Roller A, Majety M, Wartha K, Vega-Harring S, Sade H, Krieter O, Bruenker P. Abstract 952: Induction of avidity-driven hyperclustering of DR5 by a new FAP-DR5 bispecific antibody (RG7386) leads to strong anti-tumor efficacy. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-952] [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: 11/16/2022]
Abstract
Abstract
Background:
Activation of the extrinsic apoptotic pathway by TRAIL is dependent on clustering of death receptors (DR) on the surface of cells. However, current TRAIL-based strategies have proven ineffective in clustering death receptors and failed to demonstrate robust therapeutic activity in clinical trials. More potent DR agonist therapies could help to overcome insufficient pathway activation and resistance to TRAIL activation. RG7386 is a novel bispecific FAP-DR5 antibody, binding with high affinity to fibroblast activation protein (FAP) and with low affinity to DR5. FAP is expressed at high prevalence on cancer associated fibroblasts (CAFs) in various tumor types as well as on tumors of mesenchymal origin, such as sarcomas. Avidity-driven binding of the bispecific antibody induces hyperclustering of DR5, which leads to potent induction of extrinsic apoptosis pathway signaling and tumor cell death. Biomarkers will be crucial in predicting sensitivity to DR5 activation and apoptosis induction and for selection of patients most likely to benefit from treatment with RG7386.
Aim:
The aim of the study was to explore the efficacy of RG7386 in vitro and in vivo. CRC and PDAC xenograft models expressing FAP on tumor stroma as well as sarcoma models were used to explore in vivo efficacy. Molecular profiling of sensitive and resistant tumors was also performed to identify response prediction markers.
Results:
RG7386 demonstrated additive efficacy in vitro with clinically relevant combinations (e.g. irinotecan, paclitaxel) in a variety of CRC and PDAC cell lines. In a xenograft model, where CRC cells (DLD-1) were co-injected with fibroblasts, RG7386 showed strong anti-tumor efficacy in combination with irinotecan. Remarkably, in a patient-derived CRC xenograft model (Co5896), the efficacy of RG7386 in combination with irinotecan induced complete tumor remission in all mice (n = 10/10). Furthermore, the combination of RG7386 with doxorubicin generated complete remissions in FAP+ sarcoma patient and desmoplastic melanoma cell line derived xenograft models such as Sarc4605 and LOX-IMVI. Finally, extensive molecular profiling of sensitive and resistance models in vitro revealed a distinct response prediction signature of DR5 sensitivity.
Conclusion:
RG7386 is a novel bispecific antibody inducing avidity-driven DR5 crosslinking by binding to FAP. This induces potent apoptosis of tumor cells, making it an attractive therapeutic approach for treatment of FAP+ solid tumors. Encouraging data indicate the high potential of RG7386 to treat FAP positive sarcomas. A comprehensive biomarker program will be employed in the early clinical development of RG7386 to enable selection of patients likely to benefit and to corroborate the mode of action, anti-tumor activity and potential response prediction markers.
Citation Format: Thomas Friess, Stefanie Lechner, Esther Abraham, Ann-Marie Broeske, Sabine Bader, Andreas Roller, Meher Majety, Katharina Wartha, Suzana Vega-Harring, Hadassah Sade, Oliver Krieter, Peter Bruenker. Induction of avidity-driven hyperclustering of DR5 by a new FAP-DR5 bispecific antibody (RG7386) leads to strong anti-tumor efficacy. [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 952. doi:10.1158/1538-7445.AM2015-952
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Affiliation(s)
- Thomas Friess
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Stefanie Lechner
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Esther Abraham
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Ann-Marie Broeske
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Sabine Bader
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Andreas Roller
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Meher Majety
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | | | | | - Hadassah Sade
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Oliver Krieter
- 1Roche Diagnostics GmbH, pRED Innovation Center Penzberg, Penzberg, Germany
| | - Peter Bruenker
- 3Roche Glycart AG, pRED Innovation Center Zürich, Schlieren, Switzerland
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Wartha K, Weiser B, Friess T, Majety M, Runza V, Herting F, Weber T, Scheuer W, Harring SV, Sade H, Niu H. Abstract A59: A novel bispecific FAP-DR5 antibody inducing potent and tumor-specific death receptor 5 (DR5) activation by fibroblast activation protein (FAP) dependent crosslinking. Cancer Res 2015. [DOI: 10.1158/1538-7445.chtme14-a59] [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: 11/16/2022]
Abstract
Abstract
Background: Activation of the extrinsic apoptosis pathway in tumor cells through agonistic death receptor 5 (DR5) antibodies has been evaluated in the clinic with limited success so far. In this context, several reports show that DR5 activation is strongly dependent on receptor hyperclustering on the cell surface. Therefore a therapeutic principle that induces DR5 hyperclustering specifically at the tumor site may provide superior efficacy, potency and safety compared to conventional DR5 agonistic antibodies. Fibroblast activation protein (FAP) is a marker for activated fibroblasts and abundantly expressed in cancer associated fibroblasts of various epithelial tumor indications and as a tumor antigen on tumors of mesenchymal origin. Due to its relative absence from normal tissues, FAP can be used as a tumor targeting antigen. Here, we are using the broad expression of FAP in tumor stroma for crosslinking of DR5 by a bispecific antibody.
Aim: In order to achieve superior tumor targeting and tumor located DR5 hyperclustering we have generated a bispecific antibody, RG7386, comprised of an agonistic DR5 binder and a FAP targeting moiety.
Results: RG7386 shows potent and selective binding to FAP and DR5 and can simultaneously bind to both targets. In in vitro co-culture assays, using human DLD1 colon tumor cells and FAP expressing fibroblasts, RG7386 induces potent, FAP dependent DR5 hyperclustering and apoptosis induction in DR5 positive tumor cells (IC50: 0.05 nM). In preclinical in vivo models with co-injection of DLD-1 tumor cells and fibroblasts as well as patient-derived colorectal cancer models, RG7386 shows FAP dependent efficacy and apoptosis induction superior to conventional DR5 antibodies. Furthermore the superior induction of apoptosis could be confirmed by in vivo and ex vivo analysis of cleaved Caspase-3 with imaging, Luminex and histopathology.
Conclusion: RG7386 is a promising novel therapeutic entity for the treatment of solid tumors with FAP positive tumor stroma inducing DR5 activation by FAP dependent DR5 hypercrosslinking which results in potent anti-tumor activity.
Citation Format: Katharina Wartha, Barbara Weiser, Thomas Friess, Meher Majety, Valeria Runza, Frank Herting, Thomas Weber, Werner Scheuer, Suzana Vega Harring, Hadassah Sade, Huifeng Niu. A novel bispecific FAP-DR5 antibody inducing potent and tumor-specific death receptor 5 (DR5) activation by fibroblast activation protein (FAP) dependent crosslinking. [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 A59. doi:10.1158/1538-7445.CHTME14-A59
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Sade H, Baumgartner C, Hugenmatter A, Moessner E, Freskgård PO, Niewoehner J. A human blood-brain barrier transcytosis assay reveals antibody transcytosis influenced by pH-dependent receptor binding. PLoS One 2014; 9:e96340. [PMID: 24788759 PMCID: PMC4005765 DOI: 10.1371/journal.pone.0096340] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Accepted: 04/07/2014] [Indexed: 12/25/2022] Open
Abstract
We have adapted an in vitro model of the human blood-brain barrier, the immortalized human cerebral microvascular endothelial cells (hCMEC/D3), to quantitatively measure protein transcytosis. After validating the receptor-mediated transport using transferrin, the system was used to measure transcytosis rates of antibodies directed against potential brain shuttle receptors. While an antibody to the insulin-like growth factor 1 receptor (IGF1R) was exclusively recycled to the apical compartment, the fate of antibodies to the transferrin receptor (TfR) was determined by their relative affinities at extracellular and endosomal pH. An antibody with reduced affinity at pH5.5 showed significant transcytosis, while pH-independent antibodies of comparable affinities at pH 7.4 remained associated with intracellular vesicular compartments and were finally targeted for degradation.
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Affiliation(s)
- Hadassah Sade
- Large Molecule Research, Pharma Research and Early Development (pRED), Roche, Penzberg, Germany
| | - Claudia Baumgartner
- Large Molecule Research, Pharma Research and Early Development (pRED), Roche, Penzberg, Germany
| | - Adrian Hugenmatter
- Large Molecule Research, Pharma Research and Early Development (pRED), Roche, Schlieren, Switzerland
| | - Ekkehard Moessner
- Large Molecule Research, Pharma Research and Early Development (pRED), Roche, Schlieren, Switzerland
| | - Per-Ola Freskgård
- Neuroscience Discovery and Translation Area, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche, Basel, Switzerland
| | - Jens Niewoehner
- Large Molecule Research, Pharma Research and Early Development (pRED), Roche, Penzberg, Germany
- * E-mail:
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Schrade A, Sade H, Couraud PO, Romero IA, Weksler BB, Niewoehner J. Expression and localization of claudins-3 and -12 in transformed human brain endothelium. Fluids Barriers CNS 2012; 9:6. [PMID: 22373538 PMCID: PMC3305566 DOI: 10.1186/2045-8118-9-6] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [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] [Received: 01/31/2012] [Accepted: 02/29/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The aim of this study was to characterize the hCMEC/D3 cell line, an in vitro model of the human Blood Brain Barrier (BBB) for the expression of brain endothelial specific claudins-3 and -12. FINDINGS hCMEC/D3 cells express claudins-3 and -12. Claudin-3 is distinctly localized to the TJ whereas claudin -12 is observed in the perinuclear region and completely absent from TJs. We show that the expression of both proteins is lost in cell passage numbers where the BBB properties are no longer fully conserved. Expression and localization of claudin-3 is not modulated by simvastatin shown to improve barrier function in vitro and also recommended for routine hCMEC/D3 culture. CONCLUSIONS These results support conservation of claudin-3 and -12 expression in the hCMEC/D3 cell line and make claudin-3 a potential marker for BBB characteristics in vitro.
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Affiliation(s)
- Anja Schrade
- Pharma Research and Early Development (pRED), LMR Penzberg, Roche, Penzberg, Germany.
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Bheeshmachar G, Purushotaman D, Sade H, Gunasekharan V, Rangarajan A, Sarin A. Evidence for a role for notch signaling in the cytokine-dependent survival of activated T cells. J Immunol 2007; 177:5041-50. [PMID: 17015687 DOI: 10.4049/jimmunol.177.8.5041] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Peripheral T cell homeostasis results from a balance between factors promoting survival and those that trigger deletion of Ag-reactive cells. The cytokine IL-2 promotes T cell survival whereas reactive oxygen species (ROS) sensitize T cells to apoptosis. Two pathways of activated T cell apoptosis-one triggered by Fas ligand and the other by cytokine deprivation-depend on ROS, with the latter also regulated by members of the Bcl-2 family. Notch family proteins regulate several cell-fate decisions in metazoans. Ectopic expression of the Notch1 intracellular domain (NICD) in T cells inhibits Fas-induced apoptosis. The underlying mechanism is not known and the role, if any, of Notch in regulating apoptosis triggered by cytokine deprivation or neglect has not been examined. In this study, we use a Notch1/Fc chimera; a blocking Ab to Notch1 and chemical inhibitors of gamma-secretase to investigate the role of Notch signaling in activated T cells of murine origin. We show that perturbing Notch signaling in activated CD4+/CD8+ T cells maintained in IL-2 results in the accumulation of ROS, reduced Akt/protein kinase B activity, and expression of the antiapoptotic protein Bcl-xL, culminating in apoptosis. A broad-spectrum redox scavenger inhibits apoptosis but T cells expressing mutant Fas ligand are sensitive to apoptosis. Activated T cells isolated on the basis of Notch expression (Notch+) are enriched for Bcl-xL expression and demonstrate reduced susceptibility to apoptosis triggered by neglect or oxidative stress. Furthermore, enforced expression of NICD protects activated T cells from apoptosis triggered by cytokine deprivation. Taken together, these data implicate Notch1 signaling in the cytokine-dependent survival of activated T cells.
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Holloway K, Sade H, Romero IA, Male D. Action of transcription factors in the control of transferrin receptor expression in human brain endothelium. J Mol Biol 2006; 365:1271-84. [PMID: 17125792 DOI: 10.1016/j.jmb.2006.10.071] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [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: 01/30/2006] [Revised: 08/01/2006] [Accepted: 10/20/2006] [Indexed: 11/28/2022]
Abstract
Brain endothelium has a distinctive phenotype, including high expression of transferrin receptor, p-glycoprotein, claudin-5 and occludin. Dermal endothelium expresses lower levels of the transferrin receptor and it is absent from lung endothelium. All three endothelia were screened for transcription factors that bind the transferrin receptor promoter and show different patterns of binding between the endothelia. The transcription factor YY1 has distinct DNA-binding activities in brain endothelium and non-brain endothelium. The target-sites on the transferrin receptor promotor for YY1 lie in close proximity to those of the transcription initiation complex containing TFIID, so the two transcription factors potentially compete or interfere. Notably, the DNA-binding activity of TFIID was the converse of YY1, in different endothelia. YY1 knockdown reduced transferrin receptor expression in brain endothelium, but not in dermal endothelium, implying that YY1 is involved in tissue-specific regulation of the transferrin receptor. Moreover a distinct YY1 variant is present in brain endothelium and it associates with Sp3. A model is presented, in which expression from the transferrin receptor gene in endothelium requires the activity of both TFIID and Sp3, but whether the gene is transcribed in different endothelia, is related to the balance between activating and suppressive forms of YY1.
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Affiliation(s)
- Karen Holloway
- Department of Biological Sciences, The Open University, Milton Keynes MK7 6AA, UK
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Refahi S, Pourissa M, Refahi R, Mardi A, Refahi S, Pourissa M, Refahi R, Mardi A, Mashoufi M, Jabbarzadeh T, Gezginc K, Celik C, Bala A, Acar A, Cicek MN, Akyürek C, Tanriverdi HA, Cinar E, Akbulut V, Barut A, Haberal A, Kayikcioglu F, Erol O, Gunes M, Secilmis O, Altunyurt S, Gol M, Altunyurt S, Sezer O, Demir N, Taskin S, Özmen B, Kahveci T, Sezginkurt E, Seval M, Ünlü C, Özmen B, Taskin S, Seval M, Bayramov V, Sari E, Ünlü C, Biri A, Kurdoglu M, Kurdoglu Z, Gultekin S, Gursel T, Topuz S, Citil I, Akhan SE, Berkman S, Turp A, Günaydin G, Onan A, Erdem A, Himmetoglu Ö, Usal D, Tanriverdi HA, Akbulut V, Cinar E, Barut A, Bayar Ü, Sade H, Tanriverdi HA, Usal D, Barut A, Tanriverdi HA, Sade H, Barut A, Bayar Ü. Gynecologic & obstetric imaging. Arch Gynecol Obstet 2005. [DOI: 10.1007/bf02954778] [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: 11/24/2022]
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Parikh N, Sade H, Kurian L, Sarin A. The Bax N terminus is required for negative regulation by the mitogen-activated protein kinase kinase and Akt signaling pathways in T cells. J Immunol 2004; 173:6220-7. [PMID: 15528359 DOI: 10.4049/jimmunol.173.10.6220] [Citation(s) in RCA: 10] [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] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The Bcl-2 family proapoptotic protein, Bax, redistributes to the mitochondrion in response to varied stimuli, triggering loss of mitochondrial integrity and apoptosis. Suppression of MAPK kinase (MEK1) by the reagent UO126 in activated T cells maintained in the cytokine IL-2 disrupts cytoplasmic localization of Bax and cell survival. UO126 triggers mitochondrial translocation of ectopically expressed Bax-GFP, and both UO126 and dominant negative MEK-1 (DN-MEK1) trigger increased apoptosis in Bax-GFP-expressing T cell lines. Because inhibition of PI3K or its target Akt also triggers mitochondrial translocation of Bax in T cells and apoptosis in Bax-transfected cell lines, we generated Bax deletion mutants to identify the region(s) that confers sensitivity to regulation by MEK1 and Akt. A deletion mutant (Bax(1-171)) without the C terminus mitochondrial targeting sequence or an Akt target site (Ser(184)) localizes to the cytoplasm and triggers low level apoptosis that is enhanced by DN-Akt or DN-MEK1. A construct that lacks the first 29 aa (Bax-delta29) largely localizes to mitochondria, is highly apoptogenic, and is not inhibited by Akt or MEK1. Furthermore, Bax-delta29 overcomes IL-2-dependent survival in a T cell line, whereas Bax triggers comparatively low levels of apoptosis in these cells. Cytoplasmic localization and regulation by MEK1 and Akt are restored in a mutant deleted of the first 13 aa (Bax-delta13). Taken together, our results identify a region in the Bax N terminus that determines cellular localization regulated by MEK- and Akt-dependent signaling in T cells.
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Affiliation(s)
- Neha Parikh
- National Center for Biological Sciences, New Bellary Road, Bangalore 560065, Karnataka, India
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Vig M, Srivastava S, Kandpal U, Sade H, Lewis V, Sarin A, George A, Bal V, Durdik JM, Rath S. Inducible nitric oxide synthase in T cells regulates T cell death and immune memory. J Clin Invest 2004; 113:1734-42. [PMID: 15199408 PMCID: PMC420501 DOI: 10.1172/jci20225] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2003] [Accepted: 04/14/2004] [Indexed: 12/27/2022] Open
Abstract
The progeny of T lymphocytes responding to immunization mostly die rapidly, leaving a few long-lived survivors functioning as immune memory. Thus, control of this choice of death versus survival is critical for immune memory. There are indications that reactive radicals may be involved in this death pathway. We now show that, in mice lacking inducible nitric oxide synthase (iNOS), higher frequencies of both CD4 and CD8 memory T cells persist in response to immunization, even when iNOS(+/+) APCs are used for immunization. Postactivation T cell death by neglect is reduced in iNOS(-/-) T cells, and levels of the antiapoptotic proteins Bcl-2 and Bcl-xL are increased. Inhibitors of the iNOS-peroxynitrite pathway also enhance memory responses and block postactivation death by neglect in both mouse and human T cells. However, early primary immune responses are not enhanced, which suggests that altered survival, rather than enhanced activation, is responsible for the persistent immunity observed. Thus, in primary immune responses, iNOS in activated T cells autocrinely controls their susceptibility to death by neglect to determine the level of persisting CD4 and CD8 T cell memory, and modulation of this pathway can enhance the persistence of immune memory in response to vaccination.
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Affiliation(s)
- Monika Vig
- National Institute of Immunology, New Delhi, India
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20
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Abstract
The survival of quiescent T cells in the peripheral immune system is dependent on signals transmitted from the extracellular environment. The requirement for survival factors is also manifested in vitro, providing a robust system to examine molecular mechanisms underlying T-cell death. We show that peripheral T cells cultured in the absence of survival factors accumulate reactive oxygen species (ROS), upregulate BIM (Bcl-2-interacting mediator of death) and inducible nitric oxide synthase (iNOS) expression, culminating in Fas-independent neglect-induced death (NID). We have examined ROS, iNOS and cytokine modulation of T-cell NID. Antioxidants inhibit BIM induction, caspase activation and apoptosis but do not promote cell cycle entry. iNOS-deficient T cells are protected from apoptosis, implicating iNOS in the regulation of NID via suppression of Bcl-x(L) expression and consequent inhibition of BIM activity. Finally, we show that the prosurvival cytokine IL-7 elevates Bcl-x(L) expression and transcriptionally regulates iNOS but not BIM expression in T cells.
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Affiliation(s)
- H Sade
- National Centre for Biological Sciences, UAS-GKVK Campus, Bangalore, India
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Abstract
The Notch family of transmembrane receptors have been implicated in a variety of cellular decisions in different cell types. Here we investigate the mechanism underlying Notch-1-mediated anti-apoptotic function in T cells using model cell lines as the experimental system. Ectopic expression of the intracellular domain of Notch-1/activated Notch (AcN1) increases expression of anti-apoptotic proteins of the inhibitors of apoptosis (IAP) family, the Bcl-2 family, and the FLICE-like inhibitor protein (FLIP) and inhibits death triggered by multiple stimuli that activate intrinsic or extrinsic pathways of apoptosis in human and murine T cell lines. Numb inhibited the AcN1-dependent induction of anti-apoptotic proteins and anti-apoptotic function. Using pharmacological inhibitors and dominant-negative approaches, we describe a functional role for phosphatidylinositol 3-kinase (PI3K)-dependent activation of the serine-threonine kinase Akt/PKB in the regulation of AcN1-mediated anti-apoptotic function and the expression of FLIP and IAP family proteins. Using a cell line deficient for the T cell-specific, Src family protein, the tyrosine kinase p56(lck) and by reconstitution approaches we demonstrate that p56(lck) is required for the Notch-1-mediated activation of Akt/PKB function. Furthermore, the Src tyrosine kinase inhibitor, PP2, abrogated ectopically expressed AcN1-mediated anti-apoptotic function and phosphorylation of p56(lck). We present evidence that endogenous Notch-1 associates with p56(lck) and PI3K but that Akt/PKB does not co-immunoprecipitate with the Notch1.p56(lck).PI3K complex. Finally, we demonstrate that the Notch1.p56(lck).PI3K complex is present in primary T cells that have been activated in vitro and sustained in culture with the cytokine interleukin-2.
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Affiliation(s)
- Hadassah Sade
- National Centre for Biological Sciences, University of Agricultural Sciences-Gandhi Krishi Vignan Kendra Campus, New Bellary Road, Bangalore 560065, Karnataka, India
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Sade H, Khandre NS, Mathew MK, Sarin A. The mitochondrial phase of the glucocorticoid-induced apoptotic response in thymocytes comprises sequential activation of adenine nucleotide transporter (ANT)-independent and ANT-dependent events. Eur J Immunol 2004; 34:119-25. [PMID: 14971037 DOI: 10.1002/eji.200324650] [Citation(s) in RCA: 18] [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: 11/07/2022]
Abstract
In thymocytes, dexamethasone initiates cytochrome c-dependent processing of caspase-9 and the activation of caspase-3 to trigger apoptotic damage. Using murine thymocytes or a thymocyte cell line WEHI 7.1, we show that this pathway is inhibited by dominant-negative caspase-9, the anti-apoptotic protein Bcl-2, or by blocking components of the mitochondrial permeability transition pore complex (PTPC). We use DIDS (dithiocyanatostilbene-2,2-disulfonic acid), a pharmacological modifier of VDAC (voltage-dependent anion channel) function or ectopic expression of hexokinase-II, to examine the role of the VDAC--a mitochondrial outer membrane protein--in this apoptotic pathway. This approach implicated the VDAC in dexamethasone-mediated cytochrome c release, processing of caspase-9 and caspase-3, the loss of mitochondrial transmembrane potential (Deltapsim), nuclear damage and cell lysis. Inhibiting the adenine nucleotide transporter (ANT), a protein on the mitochondrial inner membrane, also blocks dexamethasone-induced apoptosis, but the ANT regulates caspase-3 processing and nuclear damage but not the mitochondrial efflux of cytochrome c. Collectively, the data identify two separable, but connected events in dexamethasone-induced mitochondrial damage in thymocytes. The first event is an increase in permeability of the mitochondrial outer membrane leading to VDAC-regulated efflux of cytochrome c and initial processing of caspase-9 followed by ANT-dependent caspase-3 processing and apoptotic damage to cells.
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Affiliation(s)
- Hadassah Sade
- National Centre for Biological Sciences, UAS-GKVK Campus, Bangalore, India
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Abstract
We have investigated the mechanism of IL-7-mediated inhibition of dexamethasone-induced apoptosis in T cells. Broad-spectrum caspase inhibitors block dexamethasone-triggered nuclear fragmentation, but not the loss of mitochondrial transmembrane potential or membrane integrity in CD3(+) mature T cells isolated from adult mouse spleens. IL-7 blocked dexamethasone-induced apoptosis and the processing of caspase-3 and caspase-7. IL-7 also blocked dexamethasone-triggered dephosphorylation of the serine-threonine kinase Akt/PKB and its target, the Ser(136) residue in Bad. The loss of anti-apoptotic proteins Bcl-x(L) and inhibitor of apoptosis protein-2 (IAP-2) was also blocked by IL-7. The protective effect was attenuated by pharmacological inhibitors of phosphatidylinositol-3 kinase (PI3K) with one exception: inhibition of PI3K did not abrogate Bcl-x(L) expression in the presence of IL-7. The anti-apoptotic role of Akt suggested by these experiments was tested by overexpression of constitutively active Akt, which blocked dexamethasone-induced apoptosis and elevated IAP-2 but not Bcl-x(L) levels in a mature T cell line. Thus, IL-7 regulates IAP-2 expression and inhibits dexamethasone-induced apoptosis by activating Akt via PI3K-dependent signaling, but regulates Bcl-x(L)expression via a PI3K-independent pathway in mature T cells.
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Affiliation(s)
- Hadassah Sade
- National Centre for Biological Sciences, UAS-GKVK Campus, Bangalore, India
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Varghese J, Sade H, Vandenabeele P, Sarin A. Head involution defective (Hid)-triggered apoptosis requires caspase-8 but not FADD (Fas-associated death domain) and is regulated by Erk in mammalian cells. J Biol Chem 2002; 277:35097-104. [PMID: 12122017 DOI: 10.1074/jbc.m206445200] [Citation(s) in RCA: 10] [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: 11/06/2022] Open
Abstract
The molecular machinery of apoptosis is evolutionarily conserved with some exceptions. One such example is the Drosophila proapoptotic gene Head involution defective (Hid), whose mammalian homologue is not known. Hid is apoptotic to mammalian cells, and we have examined the mechanism by which Hid induces death. We demonstrate for the first time a role for the extracellular signal-related kinase-1/2 (Erk-1/2) in the regulation of Hid function in mammalian cells. Bcl-2 and an inhibitor of caspase-9 blocked apoptosis, indicative of a role for the mitochondrion in this pathway, and we provide evidence for a role for caspase-8 in Hid-induced apoptosis. Thus, apoptosis was blocked by an inhibitor of caspase-8, deletion of caspase-8 rendered cells resistant to Hid-induced apoptosis, and Hid associated with caspase-8 in cell lysates. The Fas-associated death domain (FADD) was dispensable for the apoptotic function of Hid, indicating that Hid does not require extracellular death receptor signaling for the activation of caspase-8. In activated T cells, the cytokine interleukin-2 blocked caspase-8 processing and apoptosis, suggesting that survival cues from trophic factors may target a Hid-like intermediate present in mammalian cells. Thus, this study shows that Hid engages with conserved components of cellular death machinery and suggests that apoptotic paradigms characterized by FADD-independent activation of caspase-8 may involve a Hid-like molecule in mammalian cells.
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Affiliation(s)
- Jishy Varghese
- National Centre for Biological Sciences, UAS-GKVK Campus, Bangalore 560065, Karnataka, India
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