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Garcia-Prada CD, Carmes L, Atis S, Parach A, Bertolet A, Jarlier M, Poty S, Garcia DS, Shin WG, Du Manoir S, Schuemann J, Tillement O, Lux F, Constanzo J, Pouget JP. Gadolinium-Based Nanoparticles Sensitize Ovarian Peritoneal Carcinomatosis to Targeted Radionuclide Therapy. J Nucl Med 2023; 64:1956-1964. [PMID: 37857502 PMCID: PMC10690115 DOI: 10.2967/jnumed.123.265418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 08/28/2023] [Indexed: 10/21/2023] Open
Abstract
Ovarian cancer (OC) is the most lethal gynecologic malignancy (5-y overall survival rate, 46%). OC is generally detected when it has already spread to the peritoneal cavity (peritoneal carcinomatosis). This study investigated whether gadolinium-based nanoparticles (Gd-NPs) increase the efficacy of targeted radionuclide therapy using [177Lu]Lu-DOTA-trastuzumab (an antibody against human epidermal growth factor receptor 2). Gd-NPs have radiosensitizing effects in conventional external-beam radiotherapy and have been tested in clinical phase II trials. Methods: First, the optimal activity of [177Lu]Lu-DOTA-trastuzumab (10, 5, or 2.5 MBq) combined or not with 10 mg of Gd-NPs (single injection) was investigated in athymic mice bearing intraperitoneal OC cell (human epidermal growth factor receptor 2-positive) tumor xenografts. Next, the therapeutic efficacy and toxicity of 5 MBq of [177Lu]Lu-DOTA-trastuzumab with Gd-NPs (3 administration regimens) were evaluated. NaCl, trastuzumab plus Gd-NPs, and [177Lu]Lu-DOTA-trastuzumab alone were used as controls. Biodistribution and dosimetry were determined, and Monte Carlo simulation of energy deposits was performed. Lastly, Gd-NPs' subcellular localization and uptake, and the cytotoxic effects of the combination, were investigated in 3 cancer cell lines to obtain insights into the involved mechanisms. Results: The optimal [177Lu]Lu-DOTA-trastuzumab activity when combined with Gd-NPs was 5 MBq. Moreover, compared with [177Lu]Lu-DOTA-trastuzumab alone, the strongest therapeutic efficacy (tumor mass reduction) was obtained with 2 injections of 5 mg of Gd-NPs/d (separated by 6 h) at 24 and 72 h after injection of 5 MBq of [177Lu]Lu-DOTA-trastuzumab. In vitro experiments showed that Gd-NPs colocalized with lysosomes and that their radiosensitizing effect was mediated by oxidative stress and inhibited by deferiprone, an iron chelator. Exposure of Gd-NPs to 177Lu increased the Auger electron yield but not the absorbed dose. Conclusion: Targeted radionuclide therapy can be combined with Gd-NPs to increase the therapeutic effect and reduce the injected activities. As Gd-NPs are already used in the clinic, this combination could be a new therapeutic approach for patients with ovarian peritoneal carcinomatosis.
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Affiliation(s)
- Clara Diaz Garcia-Prada
- Institut de Recherche en Cancérologie de Montpellier, Inserm U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Léna Carmes
- Institut Lumière Matière, Université Claude Bernard Lyon 1, Villeurbanne, France
- NH TherAguix S.A., Meylan, France
| | - Salima Atis
- Institut de Recherche en Cancérologie de Montpellier, Inserm U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Ali Parach
- Institut de Recherche en Cancérologie de Montpellier, Inserm U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Alejandro Bertolet
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Marta Jarlier
- Biometrics Unit, Montpellier Cancer Institute, University of Montpellier, Montpellier, France; and
| | - Sophie Poty
- Institut de Recherche en Cancérologie de Montpellier, Inserm U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Daniel Suarez Garcia
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Wook-Geun Shin
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Stanislas Du Manoir
- Institut de Recherche en Cancérologie de Montpellier, Inserm U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France
| | - Jan Schuemann
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Olivier Tillement
- Institut Lumière Matière, Université Claude Bernard Lyon 1, Villeurbanne, France
| | - François Lux
- Institut Lumière Matière, Université Claude Bernard Lyon 1, Villeurbanne, France
- Institut Universitaire de France, Paris, France
| | - Julie Constanzo
- Institut de Recherche en Cancérologie de Montpellier, Inserm U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France;
| | - Jean-Pierre Pouget
- Institut de Recherche en Cancérologie de Montpellier, Inserm U1194, Université de Montpellier, Institut Régional du Cancer de Montpellier, Montpellier, France;
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Alcaraz LB, Mallavialle A, David T, Derocq D, Delolme F, Dieryckx C, Mollevi C, Boissière-Michot F, Simony-Lafontaine J, Du Manoir S, Huesgen PF, Overall CM, Tartare-Deckert S, Jacot W, Chardès T, Guiu S, Roger P, Reinheckel T, Moali C, Liaudet-Coopman E. A 9-kDa matricellular SPARC fragment released by cathepsin D exhibits pro-tumor activity in the triple-negative breast cancer microenvironment. Am J Cancer Res 2021; 11:6173-6192. [PMID: 33995652 PMCID: PMC8120228 DOI: 10.7150/thno.58254] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 03/20/2021] [Indexed: 12/26/2022] Open
Abstract
Rationale: Alternative therapeutic strategies based on tumor-specific molecular targets are urgently needed for triple-negative breast cancer (TNBC). The protease cathepsin D (cath-D) is a marker of poor prognosis in TNBC and a tumor-specific extracellular target for antibody-based therapy. The identification of cath-D substrates is crucial for the mechanistic understanding of its role in the TNBC microenvironment and future therapeutic developments. Methods: The cath-D substrate repertoire was investigated by N-Terminal Amine Isotopic Labeling of Substrates (TAILS)-based degradome analysis in a co-culture assay of TNBC cells and breast fibroblasts. Substrates were validated by amino-terminal oriented mass spectrometry of substrates (ATOMS). Cath-D and SPARC expression in TNBC was examined using an online transcriptomic survival analysis, tissue micro-arrays, TNBC cell lines, patient-derived xenografts (PDX), human TNBC samples, and mammary tumors from MMTV-PyMT Ctsd-/-knock-out mice. The biological role of SPARC and its fragments in TNBC were studied using immunohistochemistry and immunofluorescence analysis, gene expression knockdown, co-culture assays, western blot analysis, RT-quantitative PCR, adhesion assays, Transwell motility, trans-endothelial migration and invasion assays. Results: TAILS analysis showed that the matricellular protein SPARC is a substrate of extracellular cath-D. In vitro, cath-D induced limited proteolysis of SPARC C-terminal extracellular Ca2+ binding domain at acidic pH, leading to the production of SPARC fragments (34-, 27-, 16-, 9-, and 6-kDa). Similarly, cath-D secreted by TNBC cells cleaved fibroblast- and cancer cell-derived SPARC at the tumor pericellular acidic pH. SPARC cleavage also occurred in TNBC tumors. Among these fragments, only the 9-kDa SPARC fragment inhibited TNBC cell adhesion and spreading on fibronectin, and stimulated their migration, endothelial transmigration, and invasion. Conclusions: Our study establishes a novel crosstalk between proteases and matricellular proteins in the tumor microenvironment through limited SPARC proteolysis, revealing a novel targetable 9-kDa bioactive SPARC fragment for new TNBC treatments. Our study will pave the way for the development of strategies for targeting bioactive fragments from matricellular proteins in TNBC.
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Tanos R, Tosato G, Otandault A, Al Amir Dache Z, Pique Lasorsa L, Tousch G, El Messaoudi S, Meddeb R, Diab Assaf M, Ychou M, Du Manoir S, Pezet D, Gagnière J, Colombo P, Jacot W, Assénat E, Dupuy M, Adenis A, Mazard T, Mollevi C, Sayagués JM, Colinge J, Thierry AR. Machine Learning-Assisted Evaluation of Circulating DNA Quantitative Analysis for Cancer Screening. Adv Sci (Weinh) 2020; 7:2000486. [PMID: 32999827 PMCID: PMC7509651 DOI: 10.1002/advs.202000486] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 05/30/2020] [Indexed: 05/24/2023]
Abstract
While the utility of circulating cell-free DNA (cfDNA) in cancer screening and early detection have recently been investigated by testing genetic and epigenetic alterations, here, an original approach by examining cfDNA quantitative and structural features is developed. First, the potential of cfDNA quantitative and structural parameters is independently demonstrated in cell culture, murine, and human plasma models. Subsequently, these variables are evaluated in a large retrospective cohort of 289 healthy individuals and 983 patients with various cancer types; after age resampling, this evaluation is done independently and the variables are combined using a machine learning approach. Implementation of a decision tree prediction model for the detection and classification of healthy and cancer patients shows unprecedented performance for 0, I, and II colorectal cancer stages (specificity, 0.89 and sensitivity, 0.72). Consequently, the methodological proof of concept of using both quantitative and structural biomarkers, and classification with a machine learning method are highlighted, as an efficient strategy for cancer screening. It is foreseen that the classification rate may even be improved by the addition of such biomarkers to fragmentomics, methylation, or the detection of genetic alterations. The optimization of such a multianalyte strategy with this machine learning method is therefore warranted.
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El Messaoudi S, Mouliere F, Du Manoir S, Bascoul-Mollevi C, Gillet B, Nouaille M, Fiess C, Crapez E, Bibeau F, Theillet C, Mazard T, Pezet D, Mathonnet M, Ychou M, Thierry AR. Circulating DNA as a Strong Multimarker Prognostic Tool for Metastatic Colorectal Cancer Patient Management Care. Clin Cancer Res 2016; 22:3067-77. [DOI: 10.1158/1078-0432.ccr-15-0297] [Citation(s) in RCA: 114] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 01/03/2016] [Indexed: 02/07/2023]
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Grandemange S, Schaller S, Yamano S, Du Manoir S, Shpakovski GV, Mattei MG, Kedinger C, Vigneron M. A human RNA polymerase II subunit is encoded by a recently generated multigene family. BMC Mol Biol 2001; 2:14. [PMID: 11747469 PMCID: PMC61041 DOI: 10.1186/1471-2199-2-14] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [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: 08/08/2001] [Accepted: 11/30/2001] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND The sequences encoding the yeast RNA polymerase II (RPB) subunits are single copy genes. RESULTS While those characterized so far for the human (h) RPB are also unique, we show that hRPB subunit 11 (hRPB11) is encoded by a multigene family, mapping on chromosome 7 at loci p12, q11.23 and q22. We focused on two members of this family, hRPB11a and hRPB11b: the first encodes subunit hRPB11a, which represents the major RPB11 component of the mammalian RPB complex; the second generates polypeptides hRPB11balpha and hRPB11bbeta through differential splicing of its transcript and shares homologies with components of the hPMS2L multigene family related to genes involved in mismatch-repair functions (MMR). Both hRPB11a and b genes are transcribed in all human tissues tested. Using an inter-species complementation assay, we show that only hRPB11balpha is functional in yeast. In marked contrast, we found that the unique murine homolog of RPB11 gene maps on chromosome 5 (band G), and encodes a single polypeptide which is identical to subunit hRPB11a. CONCLUSIONS The type hRPB11b gene appears to result from recent genomic recombination events in the evolution of primates, involving sequence elements related to the MMR apparatus.
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Affiliation(s)
- Sylvie Grandemange
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (CNRS / INSERM / ULP) BP 163, F-67404 ILLKIRCH Cedex, France
| | - Sophie Schaller
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (CNRS / INSERM / ULP) BP 163, F-67404 ILLKIRCH Cedex, France
| | - Shigeru Yamano
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (CNRS / INSERM / ULP) BP 163, F-67404 ILLKIRCH Cedex, France
| | - Stanislas Du Manoir
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (CNRS / INSERM / ULP) BP 163, F-67404 ILLKIRCH Cedex, France
| | - George V Shpakovski
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, ul. Miklukho-Maklaya 16/10, GSP-7, 117997 Moscow, Russia
| | - Marie-Geneviève Mattei
- U.491/INSERM, Faculté de médecine Timone, 27 bd Jean Moulin, F-13385 Marseille Cedex 5, France
| | - Claude Kedinger
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (CNRS / INSERM / ULP) BP 163, F-67404 ILLKIRCH Cedex, France
| | - Marc Vigneron
- Institut de Génétique et de Biologie Moléculaire et Cellulaire (CNRS / INSERM / ULP) BP 163, F-67404 ILLKIRCH Cedex, France
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Theillet C, Orsetti B, Redon R, Manoir SD. [Genomic profiling: from molecular cytogenetics to DNA arrays]. Bull Cancer 2001; 88:261-8. [PMID: 11313203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Abstract
Genetic instability results, in a large majority of solid tumors, in deep chromosomal rearrangements. However, because chromosomal instability produces highly complex caryotypes, rarely showing stereotypic aberrations, it has not been possible to characterize solid cancers according to specific patterns of chromosomal rearrangements. This contrasts with the situation in hematological malignancies, where cytogenetics has allowed to lay out the basis of a renewed classification. New insights have been brought by the development of comparative genomic hybridization (CGH). This molecular cytogenetics approach was originally devised to detect regions in the genome of tumor cells undergoing quantitative changes, i.e. gains or losses of copy numbers. The large body of studies based on CGH show that solid tumors undergo frequent gains and losses and that every chromosomes show at least one region of anomaly. Furthermore, different tumor types present distinct CGH patterns of gains and losses. These observations favor the idea that it may be possible to type human solid cancers according to their patterns of genomic aberrations. However, despite the fact that a number of CGH based studies present data suggesting that different tumor types or cancers at different stages of evolution show distinct patterns of gains and losses, it has proven difficult to be conclusive. This can be mainly attributed to the lack of spatial resolution of CGH. Indeed, CGH uses metaphase chromosomes as hybridization targets and therefore its resolution is at the level of chromosomal banding. The recent adaptation of DNA array technology to CGH will allow to pass this limitation. In DNA array based CGH (array-CGH) metaphase chromosomes have been replaced by spots of cloned DNA. These DNA clones may either be genomic (BACs, YACs or cosmids) or coding (cDNAs). The resolution of array-CGH is therefore determined by the size of the cloned DNA insert (100 Kb for BACs, 1-2 kb for cDNAs). Data corresponding to each of these clones is or will be in a near future linked to DNA sequence data. Hence, in a near future, array-CGH will allow to increase the resolution from a cytogenetic level to a molecular level. Finally, because array technology is highly adaptable to automation, going from classical CGH to array-CGH will produce a quantum leap in throughput.
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Affiliation(s)
- C Theillet
- Génome et cancer, UMR 5535, CNRS Centre de Recherche, CRLC Val-d'Aurelle-Paul-Lamarque, 34298 Montpellier Cedex 5, France
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