338 results on '"Salzet, M."'
Search Results
2. Real time and in vivo pharmaceutical and environmental studies with SpiderMass instrument
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Fatou, B., Saudemont, P., Duhamel, M., Ziskind, M., Focsa, C., Salzet, M., and Fournier, I.
- Published
- 2018
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3. Chirurgie annexielle prophylactique des femmes à risque héréditaire : vers de nouvelles pistes ?
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Leblanc, E., Vennin, P., Narducci, F., Merlot, B., Bresson, L., Farré, I., Salzet, M., Bertrand, O., Maillez, A., and Adenis, C.
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- 2014
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4. Polymerase chain reaction and immunoassay--matrix assisted laser desorption mass spectrometry using tag-mass technology: new tools to break down quantification limits and multiplexes
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Stauber, J., Ayed, M. El, Wisztorski, M., Day, R., Fournier, I., and Salzet, M.
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Mass spectrometry -- Methods ,Polymerase chain reaction -- Observations ,Enzyme-linked immunosorbent assay -- Methods ,Chemistry - Abstract
We present a new development of the Tag-Mass concept based on a photocleavable linker with tagged molecules for polymerase chain reaction (PCR) and enzyme-linked immunosorbent assay (ELISA) quantification coupled to mass spectrometry. PCR-MS and immunosorbent assay-MS with tagged oligonucleotides, bases, and antibodies will allow the acquisition of multiplexed information from genomic, transcriptomic, and proteomic experiments. This is a novel application of Tag-Mass from tissue imaging to fluid quantification and will open doors to several clinical applications ranging from biomarker-driven gene modulation to use at the patient's bedside following treatment. 10.1021/ac901416s
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- 2009
5. On-tissue N-terminal peptide derivatizations for enhancing protein identification in MALDI mass spectrometric imaging strategies
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Franck, J., El Ayed, M., Wisztorski, M., Salzet, M., and Fournier, I.
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Imaging systems -- Methods ,Cellular proteins -- Identification and classification ,Cellular proteins -- Chemical properties ,Chemistry - Abstract
Matrix-assisted laser desorption/ionization (MALDI) is a new tool that can acquire the localization of various compounds, including peptides and proteins, directly from tissue sections. Despite the important developments recently performed in the field of MALDI imaging in tissue, the precise identification of compounds still needs improvement. We have developed N-terminal chemical derivafization strategies to improve tissue identification of proteins, including de novo sequencing performance. We have first focused on sulfonation agents, such as 4-SPITC and 3-SBASE. These two derivatizations were optimized to be performed directly on tissue sections. By adding a negative charge at the N-terminus of a tryptic digest peptide, we were able to generate a complete y fragment series directly from the tissue. Of these derivatizations, 3-SBASE has shown to be more efficient, as loss of the derivative group is one of the major fragmentation pathways for 4-SPITC. 3-SBASE was optimized so that the derivatization reaction could be automatically performed using an automatic microspotting device. It was then included in an automatic process that included automated trypsin digestion and matrix deposition. Derivatizations allowed the acquisition to be easily interpretable by [MS.sup.2] spectra, leading to very precise identification as well as easy manual reading of sequences for de novo sequencing. It was observed that only arginine-termihated peptides were observed after derivatization, likely due to the high gas-phase basicity of such peptides compared to those that are lysine-terminated. We also observed a stop in the y fragmentation series for peptides presenting a miscleavage. We have now begun to study a different derivatization using N-succinimidyloxycarbonylmethyl)tris(2,4,6-trimethoxyphenyl) phosphonium bromide (TMPP). This derivatization allows the orientating of a fragmentation toward a series of fragment ions, and thus it is independent of the presence of basic residues in the sequence. This derivatization can be performed at room temperature, which greatly facilitates the automation of the process. The TMPP derivatization therefore yields an advantageous new generation of derivatives suited for use in tissue. 10.1021/ac901043n
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- 2009
6. MALDI-MS direct tissue analysis of proteins: improving signal sensitivity using organic treatments
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Lemaire, R., Wisztorski, M., Desmons, A., Tabet, J.C., Day, R., Salzet, M., and Fournier, I.
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Crystallization -- Analysis ,Ionization -- Analysis ,Lipoproteins -- Structure ,Lipoproteins -- Chemical properties ,Proteolipids -- Structure ,Proteolipids -- Chemical properties ,Mass spectrometry -- Analysis ,Chemistry - Abstract
Direct tissue analysis using MALDI-MS allows the generation of profiles while maintaining the integrity of the tissue, displaying cellular localizations and avoiding tedious extraction and purification steps. However, lower spectral quality can result from direct tissue analysis due to variations in section thickness, the nature of the tissue, and the limited access to peptides/proteins due to high lipid content. To improve signal sensitivity, we have developed a tissue-washing procedure using organic solvents traditionally used for lipid extraction, i.e., CH[Cl.sub.3], hexane, toluene, acetone, and xylene. The increased detection for peptides/proteins (m/z 5000-30 000) is close to 40% with chloroform or xylene, and 25% with hexane, while also improving sample reproducibility for each solvent used in the present study. This strategy improved matrix cocrystallization with tissue peptides/ proteins and more importantly with cytoplasmic proteins without delocalization. The extracted lipids were characterized by nanoESI-QqTOF/MS/MS using the precursor ion mode, lithium adducts, or both and were identified as phospholipids including phosphatidylcholine, phosphatidylethanolamine, phosphatidylinositol, and lysophos-phatidylinositol, confirming membrane lipid extraction from the tissues.
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- 2006
7. Solid ionic matrixes for direct tissue analysis and MALDI imaging
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Lemaire, R., Tabet, J.C., Ducoroy, P., Hendra, J.B., Salzet, M., and Fournier, I.
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Biomolecules -- Research ,Ionization -- Analysis ,Peptides -- Research ,Chemistry - Abstract
Direct analysis of tissue by MALDI-MS allows the acquisition of its biomolecular profile while maintaining the integrity of the tissue, giving cellular localization, and avoiding tedious extraction and purification steps. However, direct tissue analysis generally leads to some extent to a lowered spectral quality due to variation in thickness, freezing tissue date, and nature of the tissue. We present here new technical developments for the direct tissue analysis of peptides with ionic liquid made of matrix mixtures ([alpha]-cyano-4-hydroxycinnamic acid (CHCA)/2-amino-4-methyl-5-nitropyridine and [alpha]-cyano-4-hydroxy-cinnamic acid/N,N-dimethylaniline (CHCA/DANI)). The properties of these direct tissue analysis matrixes, especially CHCA/aniline when compared to CHCA, 2,5-dihydroxybenzoic acid, and sinapinic acid, are as follows: (1) better spectral quality in terms of resolution, sensitivity, intensity, noise, number of compounds detected, and contaminant tolerance, (2) better crystallization on tissues, i.e., coverage capacity, homogeneity of crystallization, homogeneity of crystal sizes, and time of crystallization, (3) better analysis duration in tenn of vacuum stability, (4) better resistance to laser irradiation especially for high-frequency lasers, (5) better ionic yield in negative mode, and (6) enough fragmentation yield to use the PSD mode on sections to get structural information. Applied to MALDI imaging on a MALDI LIFT-TOF with a 50-Hz laser frequency, these ionic matrixes have allowed the realization of a new type of image in both polarities and reflector mode using the same tissue section. These results give a new outlook on peptide tissue profiling by MS, characterization of compounds from tissue slices, and MALDI-MS high-quality imaging.
- Published
- 2006
8. Isolation and structural characterization of hepatic metallothionein from the roach (shape Rutilus rutilus L.)
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Grumiaux, F., Bulet, P., Salzet, M., Demuynck, S., and Dhainaut-Courtois, N.
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- 1998
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9. Characterisation of proteins differentially present in the plasma of Biomphalaria glabrata susceptible or resistant to Echinostoma caproni
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Vergote, D., Bouchut, A., Sautière, P.E., Roger, E., Galinier, R., Rognon, A., Coustau, C., Salzet, M., and Mitta, G.
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- 2005
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10. Isolation and structural characterization of hepatic metallothionein from the roach ( Rutilus rutilus L)
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Grumiaux, F., Bulet, P., Salzet, M., Demuynck, S., and Dhainaut-courtois, N.
- Published
- 1998
11. The endocannabinoid system in invertebrates
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Salzet, M. and Stefano, G.B.
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- 2002
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12. Molecular Crosstalk in Host–Parasite Relationships:: Schistosome– and Leech–Host Interactions
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Salzet, M., Capron, A., and Stefano, G.B.
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- 2000
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13. Proteomic characterisation of leech microglia extracellular vesicles (EVs): comparison between differential ultracentrifugation and Optiprep™ density gradient isolation.
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Arab, T, Raffo-Romero, A, Van Camp, C, Lemaire, Q, Le Marrec-Croq, F, Drago, F, Aboulouard, S, Slomianny, C, Lacoste, A-S, Guigon, I, Touzet, H, Salzet, M, Fournier, I, Lefebvre, C, Vizioli, J, and Sautière, P-E
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MICROGLIA ,ULTRACENTRIFUGATION ,PROTEOMICS ,LEECHES ,CENTRAL nervous system ,NANOPARTICLES analysis - Abstract
In Mammals, microglial cells are considered as the resident immune cells in central nervous system (CNS). Many studies demonstrated that, after injury, these cells are activated and recruited at the lesion site. Leech microglia present a similar pattern of microglial activation and migration upon experimental lesion of CNS. This activation is associated with the release of a large amount of extracellular vesicles (EVs). We collected EVs released by microglia primary culture and compared two different protocols of isolation: one with differential ultracentrifugation (UC) and one using an additional Optiprep™ Density Gradient (ODG) ultracentrifugation. Nanoparticles tracking analysis (NTA) and transmission electron microscopy (TEM) were used to assess vesicles size and morphology. The protein content of isolated EVs was assessed by mass spectrometry approaches. Results showed the presence of EV-specific proteins in both procedures. The extensive proteomic analysis of each single ODG fractions confirmed the efficiency of this protocol in limiting the presence of co-isolated proteins aggregates and other membranous particles during vesicles isolation. The present study permitted for the first time the characterisation of microglial EV protein content in an annelid model. Interestingly, an important amount of proteins found in leech vesicles was previously described in EV-specific databases. Finally, purified EVs were assessed for neurotrophic activity and promote neurites outgrowth on primary cultured neurons. [ABSTRACT FROM AUTHOR]
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- 2019
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14. Spatio-temporal analysis of rat peripheral nerve regeneration
- Author
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Maffia, M., Vergara, D., Romano, A., Corricciati, C., Damato, M., Frank, J., Fournier, I., Salzet, M., and Quattrini, A.
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- 2019
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15. Parafilm-assisted microdissection: a sampling method for mass spectrometry-based identification of differentially expressed prostate cancer protein biomarkers.
- Author
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Quanico, J., Franck, J., Gimeno, J. P., Sabbagh, R., Salzet, M., Day, R., and Fournier, I.
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MASS spectrometry -- Medical applications ,BIOMARKERS ,MEDICAL technology ,LABORATORY techniques ,CANCER education ,INCURABLE diseases ,DIGITAL rectal examination - Abstract
Mass spectrometry-based methods for prostate cancer biomarker discovery are hampered by their low-throughput capabilities because of extensive sample preparation. We present the parafilm-assisted microdissection technique coupled with label-free quantification and bioinformatics analysis as a means to evaluate directly protein expression changes on benign and tumor regions. [ABSTRACT FROM AUTHOR]
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- 2015
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16. Cell-surface estrogen receptors mediate calcium-dependent nitric oxide release in human endothelia.
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Stefano GB, Prevot V, Beauvillain JC, Cadet P, Fimiani C, Welters I, Fricchione GL, Breton C, Lassalle P, Salzet M, Bilfinger TV, Stefano, G B, Prevot, V, Beauvillain, J C, Cadet, P, Fimiani, C, Welters, I, Fricchione, G L, Breton, C, and Lassalle, P
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- 2000
17. The proprotein convertase PC1/3 regulates TLR9 trafficking and the associated signaling pathways.
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Duhamel, M., Rodet, F., Murgoci, A. N., Desjardins, R., Gagnon, H., Wisztorski, M., Fournier, I., Day, R., and Salzet, M.
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- 2016
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18. Delivery of Alginate Scaffold Releasing Two Trophic Factors for Spinal Cord Injury Repair.
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Grulova, I., Slovinska, L., Blaško, J., Devaux, S., Wisztorski, M., Salzet, M., Fournier, I., Kryukov, O., Cohen, S., and Cizkova, D.
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SPINAL cord injuries ,ALGINIC acid ,PATHOLOGICAL anatomy ,BIOMEDICAL materials ,EPIDERMAL growth factor ,CELL transplantation ,COMPUTER software - Abstract
Spinal cord injury (SCI) has been implicated in neural cell loss and consequently functional motor and sensory impairment. In this study, we propose an alginate -based neurobridge enriched with/without trophic growth factors (GFs) that can be utilized as a therapeutic approach for spinal cord repair. The bioavailability of key GFs, such as Epidermal Growth factor (EGF) and basic Fibroblast Growth Factor (bFGF) released from injected alginate biomaterial to the central lesion site significantly enhanced the sparing of spinal cord tissue and increased the number of surviving neurons (choline acetyltransferase positive motoneurons) and sensory fibres. In addition, we document enhanced outgrowth of corticospinal tract axons and presence of blood vessels at the central lesion. Tissue proteomics was performed at 3, 7 and 10 days after SCI in rats indicated the presence of anti-inflammatory factors in segments above the central lesion site, whereas in segments below, neurite outgrowth factors, inflammatory cytokines and chondroitin sulfate proteoglycan of the lectican protein family were overexpressed. Collectively, based on our data, we confirm that functional recovery was significantly improved in SCI groups receiving alginate scaffold with affinity-bound growth factors (ALG +GFs), compared to SCI animals without biomaterial treatment. [ABSTRACT FROM AUTHOR]
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- 2015
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19. Hm-MyD88 and Hm-SARM: Two key regulators of the neuroimmune system and neural repair in the medicinal leech.
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Rodet, F., Tasiemski, A., Boidin-Wichlacz, C., Van Camp, C., Vuillaume, C., Salzet, M., and Slomianny, C.
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HIRUDO medicinalis ,CENTRAL nervous system injuries ,TOLL-like receptors ,IMMUNE response ,MICROGLIA ,GENETIC code ,LIPOPOLYSACCHARIDES ,GENE expression - Abstract
Unlike mammals, the CNS of the medicinal leech can regenerate damaged neurites, thus restoring neural functions after lesion. We previously demonstrated that the injured leech nerve cord is able to mount an immune response promoting the regenerative processes. Indeed neurons and microglia express sensing receptors like Hm-TLR1, a leech TLR ortholog, associated with chemokine release in response to a septic challenge or lesion. To gain insights into the TLR signaling pathways involved during these neuroimmune responses, members of the MyD88 family were investigated. In the present study, we report the characterization of Hm-MyD88 and Hm-SARM. The expression of their encoding gene was strongly regulated in leech CNS not only upon immune challenge but also during CNS repair, suggesting their involvement in both processes. This work also showed for the first time that differentiated neurons of the CNS could respond to LPS through a MyD88-dependent signalling pathway, while in mammals, studies describing the direct effect of LPS on neurons and the outcomes of such treatment are scarce and controversial. In the present study, we established that this PAMP induced the relocalization of Hm-MyD88 in isolated neurons. [ABSTRACT FROM AUTHOR]
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- 2015
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20. MALDI-MS and NanoSIMS imaging techniques to study cnidarian–dinoflagellate symbioses.
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Kopp, C., Wisztorski, M., Revel, J., Mehiri, M., Dani, V., Capron, L., Carette, D., Fournier, I., Massi, L., Mouajjah, D., Pagnotta, S., Priouzeau, F., Salzet, M., Meibom, A., and Sabourault, C.
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CNIDARIA , *DINOFLAGELLATES , *PHOTOSYNTHESIS , *CORAL reefs & islands , *BIODIVERSITY , *ELECTROSPRAY ionization mass spectrometry - Abstract
Cnidarian–dinoflagellate photosynthetic symbioses are fundamental to biologically diverse and productive coral reef ecosystems. The hallmark of this symbiotic relationship is the ability of dinoflagellate symbionts to supply their cnidarian host with a wide range of nutrients. Many aspects of this association nevertheless remain poorly characterized, including the exact identity of the transferred metabolic compounds, the mechanisms that control their exchange across the host–symbiont interface, and the precise subcellular fate of the translocated materials in cnidarian tissues. This lack of knowledge is mainly attributed to difficulties in investigating such metabolic interactions both in situ, i.e. on intact symbiotic associations, and at high spatial resolution. To address these issues, we illustrate the application of two in situ and high spatial resolution molecular and ion imaging techniques–matrix-assisted laser desorption ionization mass spectrometry imaging (MALDI-MSI) and the nano-scale secondary-ion mass spectrometry (NanoSIMS) ion microprobe. These imaging techniques provide important new opportunities for the detailed investigation of many aspects of cnidarian–dinoflagellate associations, including the dynamics of cellular interactions. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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21. Human ovarian extracellular vesicles proteome from polycystic ovary syndrome patients associate with follicular development alterations.
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Couty N, Estienne A, Le Lay S, Rame C, Chevaleyre C, Allard-Vannier E, Péchoux C, Guerif F, Vasseur C, Aboulouard S, Salzet M, Dupont J, and Froment P
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- Humans, Female, Adult, Cell Proliferation, STAT3 Transcription Factor metabolism, Follicular Fluid metabolism, Ovary metabolism, Ovary pathology, Proteomics methods, Cell Movement, Progesterone metabolism, Polycystic Ovary Syndrome metabolism, Polycystic Ovary Syndrome pathology, Extracellular Vesicles metabolism, Proteome metabolism, Ovarian Follicle metabolism, Ovarian Follicle pathology, Granulosa Cells metabolism
- Abstract
The development of the ovarian follicle requires the presence of several factors that come from the blood and follicular cells. Among these factors, extracellular vesicles (EVs) represent an original communication pathway inside the ovarian follicle. Recently, EVs have been shown to play potential roles in follicular development and reproduction-related disorders, including the polycystic ovary syndrome (PCOS). The proteomic analysis of sEVs isolated from FF in comparison to sEVs purified from plasma has shown a specific pattern of proteins secreted by ovarian steroidogenic cells such as granulosa cells. Thus, a human granulosa cell line exposed to sEVs from FF of normal patients increased their progesterone, estradiol, and testosterone secretion. However, if the sEVs were derived from FF of PCOS patients, the activity of stimulating progesterone production was lost. Stimulation of steroidogenesis by sEVs was associated with an increase in the expression of the StAR gene. In addition, sEVs from FF increased cell proliferation and migration of granulosa cells, and this phenomenon was amplified if sEVs were derived from PCOS patients. Interestingly, STAT3 is a protein overexpressed in sEVs from PCOS patients interacting with most of the cluster of proteins involved in the phenotype observed (cell proliferation, migration, and steroid production) in granulosa cells. In conclusion, this study has demonstrated that sEVs derived from FF could regulate directly the granulosa cell activity. The protein content in sEVs from FF is different in the case of PCOS syndrome and could perturb the granulosa cell functions, including inflammation, steroidogenesis, and cytoskeleton architecture., (© 2024 Federation of American Societies for Experimental Biology.)
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- 2024
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22. Development of a novel apigenin prodrug programmed for alkaline-phosphatase instructed self-inhibition to combat cancer.
- Author
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Diamantis D, Tsiailanis AD, Papaemmanouil C, Nika MC, Kanaki Z, Golic Grdadolnik S, Babic A, Tzakos EP, Fournier I, Salzet M, Kushwaha PP, Thomaidis NS, Rampias T, Shankar E, Karakurt S, Gupta S, and Tzakos AG
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- Humans, Cell Line, Tumor, Animals, Neoplasms drug therapy, Antineoplastic Agents pharmacology, Antineoplastic Agents chemistry, Mice, Xenograft Model Antitumor Assays, Apigenin pharmacology, Apigenin chemistry, Prodrugs pharmacology, Prodrugs chemistry, Alkaline Phosphatase metabolism, Alkaline Phosphatase antagonists & inhibitors, Cell Proliferation drug effects
- Abstract
Elevated levels of alkaline phosphatase (ALP) in the tumor microenvironment (TME) are a hallmark of cancer progression and thus inhibition of ALP could serve as an effective approach against cancer. Herein, we developed a novel prodrug approach to tackle cancer that bears self-inhibiting alkaline phosphatase-responsiveness properties that can enhance at the same time the solubility of the parent compound. To probe this novel concept, we selected apigenin as the cytotoxic agent since we first unveiled, that it directly interacts and inhibits ALP activity. Consequently, we rationally designed and synthesized, using a self-immolative linker, an ALP responsive apigenin-based phosphate prodrug, phospho-apigenin. Phospho-apigenin markedly increased the stability of the parent compound apigenin. Furthermore, the prodrug exhibited enhanced antiproliferative effect in malignant cells with elevated ALP levels, compared to apigenin. This recorded potency of the developed prodrug was further confirmed in vivo where phospho-apigenin significantly suppressed by 52.8% the growth of PC-3 xenograft tumors.Communicated by Ramaswamy H. Sarma.
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- 2024
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23. Deciphering the ghost proteome in ovarian cancer cells by deep proteogenomic characterization.
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Garcia-Del Rio DF, Derhourhi M, Bonnefond A, Leblanc S, Guilloy N, Roucou X, Eyckerman S, Gevaert K, Salzet M, and Cardon T
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- Humans, Female, Cell Line, Tumor, Open Reading Frames genetics, Proteogenomics methods, Ovarian Neoplasms genetics, Ovarian Neoplasms metabolism, Ovarian Neoplasms pathology, Proteome metabolism
- Abstract
Proteogenomics is becoming a powerful tool in personalized medicine by linking genomics, transcriptomics and mass spectrometry (MS)-based proteomics. Due to increasing evidence of alternative open reading frame-encoded proteins (AltProts), proteogenomics has a high potential to unravel the characteristics, variants, expression levels of the alternative proteome, in addition to already annotated proteins (RefProts). To obtain a broader view of the proteome of ovarian cancer cells compared to ovarian epithelial cells, cell-specific total RNA-sequencing profiles and customized protein databases were generated. In total, 128 RefProts and 30 AltProts were identified exclusively in SKOV-3 and PEO-4 cells. Among them, an AltProt variant of IP_715944, translated from DHX8, was found mutated (p.Leu44Pro). We show high variation in protein expression levels of RefProts and AltProts in different subcellular compartments. The presence of 117 RefProt and two AltProt variants was described, along with their possible implications in the different physiological/pathological characteristics. To identify the possible involvement of AltProts in cellular processes, cross-linking-MS (XL-MS) was performed in each cell line to identify AltProt-RefProt interactions. This approach revealed an interaction between POLD3 and the AltProt IP_183088, which after molecular docking, was placed between POLD3-POLD2 binding sites, highlighting its possibility of the involvement in DNA replication and repair., (© 2024. The Author(s).)
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- 2024
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24. Protocol to analyze 1D and 2D mass spectrometry data from glioblastoma tissues for cancer diagnosis and immune cell identification.
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Zirem Y, Ledoux L, Salzet M, and Fournier I
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- Humans, Brain Neoplasms pathology, Brain Neoplasms immunology, Brain Neoplasms diagnosis, Biomarkers, Tumor analysis, Tumor Microenvironment immunology, Glioblastoma diagnosis, Glioblastoma immunology, Glioblastoma pathology, Mass Spectrometry methods
- Abstract
In context of cancer diagnosis-based mass spectrometry (MS), the classification model created is crucial. Moreover, exploration of immune cell infiltration in tissues can offer insights within the tumor microenvironment. Here, we present a protocol to analyze 1D and 2D MS data from glioblastoma tissues for cancer diagnosis and immune cells identification. We describe steps for training the most optimal model and cross-validating it, for discovering robust biomarkers and obtaining their corresponding boxplots as well as creating an immunoscore based on MS-imaging data. For complete details on the use and execution of this protocol, please refer to Zirem et al.
1 ., Competing Interests: Declaration of interests M.S. and I.F. are inventors on a patent (priority number WO2015IB57301 20150922) related to the mass spectrometry technology used to develop this AI pipeline., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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25. In Vivo and Real-Time Metabolic Profiling of Plant-Microbe Interactions in Leaves, Stems, and Roots of Bacterially Inoculated Chardonnay Plantlets using SpiderMass.
- Author
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Ogrinc N, Barka EA, Clément C, Salzet M, Sanchez L, and Fournier I
- Abstract
There is growing interest in limiting the use of fungicides and implementing innovative, environmentally friendly strategies, such as the use of beneficial bacteria-triggered immunity, to protect grapevines from natural pathogens. Therefore, we need rapid and innovative ways to translate the knowledge of the molecular mechanisms underlying the activation of grapevine defenses against pathogens to induced resistance. Here, we have implemented an in vivo minimally invasive approach to study the interaction between plants and beneficial bacteria based on metabolic signatures. Paraburkholderia phytofirmans strain PsJN and PsJN-grapevine were used as bacterial and plant-bacterium interaction models, respectively. Using an innovative tool, SpiderMass, based on water-assisted laser desorption ionization with an IR microsampling probe, we simultaneously detect metabolic and lipidomic species. A metabolomic spectrum was thus generated, which was used to build a library and identify the most variable and discriminative peaks between the two conditions. We then showed that caftaric acid ( m / z 311.04), caftaric acid dimer ( m / z 623.09), derived caftaric acid ( m / z 653.15), and quercetin- O -glucuronide tended to accumulate in grapevine leaves after root bacterization with PsJN. In addition, together with these phenolic messengers, we identified lipid biomarkers such as palmitic acid, linoleic acid, and α-linoleic acid as important messengers of enhanced defense mechanisms in Chardonnay plantlets. Taken together, SpiderMass is the next-generation methodology for studying plant-microorganism metabolic interactions with the prospect of in vivo real-time analysis in viticulture.
- Published
- 2024
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26. The impact and future of artificial intelligence in medical genetics and molecular medicine: an ongoing revolution.
- Author
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Ozcelik F, Dundar MS, Yildirim AB, Henehan G, Vicente O, Sánchez-Alcázar JA, Gokce N, Yildirim DT, Bingol NN, Karanfilska DP, Bertelli M, Pojskic L, Ercan M, Kellermayer M, Sahin IO, Greiner-Tollersrud OK, Tan B, Martin D, Marks R, Prakash S, Yakubi M, Beccari T, Lal R, Temel SG, Fournier I, Ergoren MC, Mechler A, Salzet M, Maffia M, Danalev D, Sun Q, Nei L, Matulis D, Tapaloaga D, Janecke A, Bown J, Cruz KS, Radecka I, Ozturk C, Nalbantoglu OU, Sag SO, Ko K, Arngrimsson R, Belo I, Akalin H, and Dundar M
- Subjects
- Humans, Genetics, Medical trends, Genetics, Medical methods, Precision Medicine methods, Genomics methods, Artificial Intelligence, Molecular Medicine methods
- Abstract
Artificial intelligence (AI) platforms have emerged as pivotal tools in genetics and molecular medicine, as in many other fields. The growth in patient data, identification of new diseases and phenotypes, discovery of new intracellular pathways, availability of greater sets of omics data, and the need to continuously analyse them have led to the development of new AI platforms. AI continues to weave its way into the fabric of genetics with the potential to unlock new discoveries and enhance patient care. This technology is setting the stage for breakthroughs across various domains, including dysmorphology, rare hereditary diseases, cancers, clinical microbiomics, the investigation of zoonotic diseases, omics studies in all medical disciplines. AI's role in facilitating a deeper understanding of these areas heralds a new era of personalised medicine, where treatments and diagnoses are tailored to the individual's molecular features, offering a more precise approach to combating genetic or acquired disorders. The significance of these AI platforms is growing as they assist healthcare professionals in the diagnostic and treatment processes, marking a pivotal shift towards more informed, efficient, and effective medical practice. In this review, we will explore the range of AI tools available and show how they have become vital in various sectors of genomic research supporting clinical decisions., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2024
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27. A co-culture system of macrophages with breast cancer tumoroids to study cell interactions and therapeutic responses.
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Raffo-Romero A, Ziane-Chaouche L, Salomé-Desnoulez S, Hajjaji N, Fournier I, Salzet M, and Duhamel M
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- Humans, Female, Cell Line, Tumor, Coculture Techniques, Macrophages immunology, Breast Neoplasms pathology, Breast Neoplasms immunology, Breast Neoplasms therapy, Tumor Microenvironment immunology, Cell Communication
- Abstract
3D tumoroids have revolutionized in vitro/ex vivo cancer biology by recapitulating the complex diversity of tumors. While tumoroids provide new insights into cancer development and treatment response, several limitations remain. As the tumor microenvironment, especially the immune system, strongly influences tumor development, the absence of immune cells in tumoroids may lead to inappropriate conclusions. Macrophages, key players in tumor progression, are particularly challenging to integrate into the tumoroids. In this study, we established three optimized and standardized methods for co-culturing human macrophages with breast cancer tumoroids: a semi-liquid model and two matrix-embedded models tailored for specific applications. We then tracked interactions and macrophage infiltration in these systems using flow cytometry and light sheet microscopy and showed that macrophages influenced not only tumoroid molecular profiles but also chemotherapy response. This underscores the importance of increasing the complexity of 3D models to more accurately reflect in vivo conditions., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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28. Real-time glioblastoma tumor microenvironment assessment by SpiderMass for improved patient management.
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Zirem Y, Ledoux L, Roussel L, Maurage CA, Tirilly P, Le Rhun É, Meresse B, Yagnik G, Lim MJ, Rothschild KJ, Duhamel M, Salzet M, and Fournier I
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- Humans, Artificial Intelligence, Tumor Microenvironment, Prognosis, Glioblastoma, Brain Neoplasms diagnosis
- Abstract
Glioblastoma is a highly heterogeneous and infiltrative form of brain cancer associated with a poor outcome and limited therapeutic effectiveness. The extent of the surgery is related to survival. Reaching an accurate diagnosis and prognosis assessment by the time of the initial surgery is therefore paramount in the management of glioblastoma. To this end, we are studying the performance of SpiderMass, an ambient ionization mass spectrometry technology that can be used in vivo without invasiveness, coupled to our recently established artificial intelligence pipeline. We demonstrate that we can both stratify isocitrate dehydrogenase (IDH)-wild-type glioblastoma patients into molecular sub-groups and achieve an accurate diagnosis with over 90% accuracy after cross-validation. Interestingly, the developed method offers the same accuracy for prognosis. In addition, we are testing the potential of an immunoscoring strategy based on SpiderMass fingerprints, showing the association between prognosis and immune cell infiltration, to predict patient outcome., Competing Interests: Declaration of interests É.L.R. has received grant research from Bristol Meyer Squibb and honoraria for lectures or advisory board from Bayer, Janssen, Leo Pharma, Pierre Fabre, Roche, Seattle Genetics, and Servier. M.S. and I.F. are inventors on a patent (priority number WO2015IB57301 20150922) related to part of the described protocol. D.Y., K.J.R., and M.J.L. are current employees of AmberGen, Inc., 44 Manning Road, Billerica, MA, USA. AmberGen, Inc., has filed patent applications on different aspects of MALDI-IHC., (Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.)
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- 2024
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29. OpenProt 2.0 builds a path to the functional characterization of alternative proteins.
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Leblanc S, Yala F, Provencher N, Lucier JF, Levesque M, Lapointe X, Jacques JF, Fournier I, Salzet M, Ouangraoua A, Scott MS, Boisvert FM, Brunet MA, and Roucou X
- Subjects
- Amino Acid Sequence, Genomics, Internet, Proteome genetics, Humans, Databases, Protein, Peptides genetics, Proteomics methods
- Abstract
The OpenProt proteogenomic resource (https://www.openprot.org/) provides users with a complete and freely accessible set of non-canonical or alternative open reading frames (AltORFs) within the transcriptome of various species, as well as functional annotations of the corresponding protein sequences not found in standard databases. Enhancements in this update are largely the result of user feedback and include the prediction of structure, subcellular localization, and intrinsic disorder, using cutting-edge algorithms based on machine learning techniques. The mass spectrometry pipeline now integrates a machine learning-based peptide rescoring method to improve peptide identification. We continue to help users explore this cryptic proteome by providing OpenCustomDB, a tool that enables users to build their own customized protein databases, and OpenVar, a genomic annotator including genetic variants within AltORFs and protein sequences. A new interface improves the visualization of all functional annotations, including a spectral viewer and the prediction of multicoding genes. All data on OpenProt are freely available and downloadable. Overall, OpenProt continues to establish itself as an important resource for the exploration and study of new proteins., (© The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research.)
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- 2024
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30. The colibactin-producing Escherichia coli alters the tumor microenvironment to immunosuppressive lipid overload facilitating colorectal cancer progression and chemoresistance.
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de Oliveira Alves N, Dalmasso G, Nikitina D, Vaysse A, Ruez R, Ledoux L, Pedron T, Bergsten E, Boulard O, Autier L, Allam S, Motreff L, Sauvanet P, Letourneur D, Kashyap P, Gagnière J, Pezet D, Godfraind C, Salzet M, Lemichez E, Bonnet M, Najjar I, Malabat C, Monot M, Mestivier D, Barnich N, Yadav P, Fournier I, Kennedy S, Mettouchi A, Bonnet R, Sobhani I, and Chamaillard M
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- Humans, Escherichia coli genetics, Escherichia coli metabolism, Tumor Microenvironment, Drug Resistance, Neoplasm, Mutagens metabolism, Neoplasm Recurrence, Local, Lipids, Gastrointestinal Microbiome, Colorectal Neoplasms drug therapy, Colorectal Neoplasms genetics, Colorectal Neoplasms microbiology, Polyketides metabolism, Peptides
- Abstract
Intratumoral bacteria flexibly contribute to cellular and molecular tumor heterogeneity for supporting cancer recurrence through poorly understood mechanisms. Using spatial metabolomic profiling technologies and 16SrRNA sequencing, we herein report that right-sided colorectal tumors are predominantly populated with Colibactin-producing Escherichia coli (CoPEC) that are locally establishing a high-glycerophospholipid microenvironment with lowered immunogenicity. It coincided with a reduced infiltration of CD8
+ T lymphocytes that produce the cytotoxic cytokines IFN-γ where invading bacteria have been geolocated. Mechanistically, the accumulation of lipid droplets in infected cancer cells relied on the production of colibactin as a measure to limit genotoxic stress to some extent. Such heightened phosphatidylcholine remodeling by the enzyme of the Land's cycle supplied CoPEC-infected cancer cells with sufficient energy for sustaining cell survival in response to chemotherapies. This accords with the lowered overall survival of colorectal patients at stage III-IV who were colonized by CoPEC when compared to patients at stage I-II. Accordingly, the sensitivity of CoPEC-infected cancer cells to chemotherapies was restored upon treatment with an acyl-CoA synthetase inhibitor. By contrast, such metabolic dysregulation leading to chemoresistance was not observed in human colon cancer cells that were infected with the mutant strain that did not produce colibactin (11G5 ∆ClbQ ). This work revealed that CoPEC locally supports an energy trade-off lipid overload within tumors for lowering tumor immunogenicity. This may pave the way for improving chemoresistance and subsequently outcome of CRC patients who are colonized by CoPEC.- Published
- 2024
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31. Multi-Omics Data Integration Reveals Sex-Dependent Hippocampal Programming by Maternal High-Fat Diet during Lactation in Adult Mouse Offspring.
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Gauvrit T, Benderradji H, Pelletier A, Aboulouard S, Faivre E, Carvalho K, Deleau A, Vallez E, Launay A, Bogdanova A, Besegher M, Le Gras S, Tailleux A, Salzet M, Buée L, Delahaye F, Blum D, and Vieau D
- Subjects
- Animals, Mice, Female, Male, Humans, Obesity etiology, Obesity metabolism, Multiomics, Proteomics, Lactation, Hippocampus metabolism, Maternal Nutritional Physiological Phenomena physiology, Diet, High-Fat adverse effects, Prenatal Exposure Delayed Effects metabolism
- Abstract
Early-life exposure to high-fat diets (HF) can program metabolic and cognitive alterations in adult offspring. Although the hippocampus plays a crucial role in memory and metabolic homeostasis, few studies have reported the impact of maternal HF on this structure. We assessed the effects of maternal HF during lactation on physiological, metabolic, and cognitive parameters in young adult offspring mice. To identify early-programming mechanisms in the hippocampus, we developed a multi-omics strategy in male and female offspring. Maternal HF induced a transient increased body weight at weaning, and a mild glucose intolerance only in 3-month-old male mice with no change in plasma metabolic parameters in adult male and female offspring. Behavioral alterations revealed by a Barnes maze test were observed both in 6-month-old male and female mice. The multi-omics strategy unveiled sex-specific transcriptomic and proteomic modifications in the hippocampus of adult offspring. These studies that were confirmed by regulon analysis show that, although genes whose expression was modified by maternal HF were different between sexes, the main pathways affected were similar with mitochondria and synapses as main hippocampal targets of maternal HF. The effects of maternal HF reported here may help to better characterize sex-dependent molecular pathways involved in cognitive disorders and neurodegenerative diseases.
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- 2023
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32. Correction: Heimdall, an alternative protein issued from a ncRNA related to kappa light chain variable region of immunoglobulins from astrocytes: a new player in neural proteome.
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Capuz A, Osien S, Cardon T, Karnoub MA, Aboulouard S, Raffo-Romero A, Duhamel M, Cizkova D, Trerotola M, Devos D, Kobeissy F, F VA, Bonnefond A, Fournier I, Rodet F, and Salzet M
- Published
- 2023
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33. Comparing MS imaging of lipids by WALDI and MALDI: two technologies for evaluating a common ground truth in MS imaging.
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Ledoux L, Zirem Y, Renaud F, Duponchel L, Salzet M, Ogrinc N, and Fournier I
- Abstract
In this study, we conducted a direct comparison of water-assisted laser desorption ionization (WALDI) and matrix-assisted laser desorption ionization (MALDI) mass spectrometry imaging, with MALDI serving as the benchmark for label-free molecular tissue analysis in biomedical research. Specifically, we investigated the lipidomic profiles of several biological samples and calculated the similarity of detected peaks and Pearson's correlation of spectral profile intensities between the two techniques. We show that, overall, MALDI MS and WALDI MS present very close lipidomic analyses and that the highest similarity is obtained for the norharmane MALDI matrix. Indeed, for norharmane in negative ion mode, the lipidomic spectra revealed 100% similarity of detected peaks and over 0.90 intensity correlation between both technologies for five samples. The MALDI-MSI positive ion lipid spectra displayed more than 83% similarity of detected peaks compared to those of WALDI-MSI. However, we observed a lower percentage (77%) of detected peaks when comparing WALDI-MSI with MALDI-MSI due to the rich WALDI-MSI lipid spectra. Despite this difference, the global lipidomic spectra showed high consistency between the two technologies, indicating that they are governed by similar processes. Thanks to this similarity, we can increase datasets by including data from both modalities to either co-train classification models or obtain cross-interrogation.
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- 2023
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34. Fallopian tube lesions as potential precursors of early ovarian cancer: a comprehensive proteomic analysis.
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Wisztorski M, Aboulouard S, Roussel L, Duhamel M, Saudemont P, Cardon T, Narducci F, Robin YM, Lemaire AS, Bertin D, Hajjaji N, Kobeissy F, Leblanc E, Fournier I, and Salzet M
- Subjects
- Female, Humans, Fallopian Tubes, Tumor Suppressor Protein p53, Proteomics, Fallopian Tube Neoplasms genetics, Fallopian Tube Neoplasms chemistry, Fallopian Tube Neoplasms pathology, Cystadenocarcinoma, Serous genetics, Cystadenocarcinoma, Serous pathology, Ovarian Neoplasms genetics, Ovarian Neoplasms pathology
- Abstract
Ovarian cancer is the leading cause of death from gynecologic cancer worldwide. High-grade serous carcinoma (HGSC) is the most common and deadliest subtype of ovarian cancer. While the origin of ovarian tumors is still debated, it has been suggested that HGSC originates from cells in the fallopian tube epithelium (FTE), specifically the epithelial cells in the region of the tubal-peritoneal junction. Three main lesions, p53 signatures, STILs, and STICs, have been defined based on the immunohistochemistry (IHC) pattern of p53 and Ki67 markers and the architectural alterations of the cells, using the Sectioning and Extensively Examining the Fimbriated End Protocol. In this study, we performed an in-depth proteomic analysis of these pre-neoplastic epithelial lesions guided by mass spectrometry imaging and IHC. We evaluated specific markers related to each preneoplastic lesion. The study identified specific lesion markers, such as CAVIN1, Emilin2, and FBLN5. We also used SpiderMass technology to perform a lipidomic analysis and identified the specific presence of specific lipids signature including dietary Fatty acids precursors in lesions. Our study provides new insights into the molecular mechanisms underlying the progression of ovarian cancer and confirms the fimbria origin of HGSC., (© 2023. The Author(s).)
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- 2023
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35. Protocol to identify human subcellular alternative protein interactions using cross-linking mass spectrometry.
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Garcia-Del Rio DF, Fournier I, Cardon T, and Salzet M
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- Humans, Mass Spectrometry, Signal Transduction, Proteins metabolism, Proteomics methods
- Abstract
Since the start of mass-spectrometry-based proteomics, proteins from non-referenced open reading frames or alternative proteins (AltProts) have been overlooked. Here, we present a protocol to identify human subcellular AltProt and decipher some interactions using cross-linking mass spectrometry. We describe steps for cell culture, in cellulo cross-link, subcellular extraction, and sequential digestion. We then detail both liquid chromatography-tandem mass spectrometry and cross-link data analyses. The implementation of a single workflow allows the non-targeted identification of signaling pathways involving AltProts. For complete details on the use and execution of this protocol, please refer to Garcia-del Rio et al.
1 ., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.)- Published
- 2023
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36. Early Diagnosis: End-to-End CNN-LSTM Models for Mass Spectrometry Data Classification.
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Seddiki K, Precioso FE, Sanabria M, Salzet M, Fournier I, and Droit A
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- Chromatography, Liquid, Mass Spectrometry, Neural Networks, Computer, Benchmarking, Early Detection of Cancer
- Abstract
Liquid chromatography-mass spectrometry (LC-MS) is a powerful method for cell profiling. The use of LC-MS technology is a tool of choice for cancer research since it provides molecular fingerprints of analyzed tissues. However, the ubiquitous presence of noise, the peaks shift between acquisitions, and the huge amount of information owing to the high dimensionality of the data make rapid and accurate cancer diagnosis a challenging task. Deep learning (DL) models are not only effective classifiers but are also well suited to jointly learn feature representation and classification tasks. This is particularly relevant when applied to raw LC-MS data and hence avoid the need for costly preprocessing and complicated feature selection. In this study, we propose a new end-to-end DL methodology that addresses all of the above challenges at once, while preserving the high potential of LC-MS data. Our DL model is designed to early discriminate between tumoral and normal tissues. It is a combination of a convolutional neural network (CNN) and a long short-term memory (LSTM) Network. The CNN network allows for significantly reducing the high dimensionality of the data while learning spatially relevant features. The LSTM network enables our model to capture temporal patterns. We show that our model outperforms not only benchmark models but also state-of-the-art models developed on the same data. Our framework is a promising strategy for improving early cancer detection during a diagnostic process.
- Published
- 2023
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37. Heimdall, an alternative protein issued from a ncRNA related to kappa light chain variable region of immunoglobulins from astrocytes: a new player in neural proteome.
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Capuz A, Osien S, Cardon T, Karnoub MA, Aboulouard S, Raffo-Romero A, Duhamel M, Cizkova D, Trerotola M, Devos D, Kobeissy F, Vanden Abeele F, Bonnefond A, Fournier I, Rodet F, and Salzet M
- Subjects
- Animals, Rats, Proteomics, Antibodies, Neurogenesis, 3' Untranslated Regions, Proteome genetics, Astrocytes
- Abstract
The dogma "One gene, one protein" is clearly obsolete since cells use alternative splicing and generate multiple transcripts which are translated into protein isoforms, but also use alternative translation initiation sites (TISs) and termination sites on a given transcript. Alternative open reading frames for individual transcripts give proteins originate from the 5'- and 3'-UTR mRNA regions, frameshifts of mRNA ORFs or from non-coding RNAs. Longtime considered as non-coding, recent in-silico translation prediction methods enriched the protein databases allowing the identification of new target structures that have not been identified previously. To gain insight into the role of these newly identified alternative proteins in the regulation of cellular functions, it is crucial to assess their dynamic modulation within a framework of altered physiological modifications such as experimental spinal cord injury (SCI). Here, we carried out a longitudinal proteomic study on rat SCI from 12 h to 10 days. Based on the alternative protein predictions, it was possible to identify a plethora of newly predicted protein hits. Among these proteins, some presented a special interest due to high homology with variable chain regions of immunoglobulins. We focus our interest on the one related to Kappa variable light chains which is similarly highly produced by B cells in the Bence jones disease, but here expressed in astrocytes. This protein, name Heimdall is an Intrinsically disordered protein which is secreted under inflammatory conditions. Immunoprecipitation experiments showed that the Heimdall interactome contained proteins related to astrocyte fate keepers such as "NOTCH1, EPHA3, IPO13" as well as membrane receptor protein including "CHRNA9; TGFBR, EPHB6, and TRAM". However, when Heimdall protein was neutralized utilizing a specific antibody or its gene knocked out by CRISPR-Cas9, sprouting elongations were observed in the corresponding astrocytes. Interestingly, depolarization assays and intracellular calcium measurements in Heimdall KO, established a depolarization effect on astrocyte membranes KO cells were more likely that the one found in neuroprogenitors. Proteomic analyses performed under injury conditions or under lipopolysaccharides (LPS) stimulation, revealed the expression of neuronal factors, stem cell proteins, proliferation, and neurogenesis of astrocyte convertor factors such as EPHA4, NOTCH2, SLIT3, SEMA3F, suggesting a role of Heimdall could regulate astrocytic fate. Taken together, Heimdall could be a novel member of the gatekeeping astrocyte-to-neuroprogenitor conversion factors., (© 2023. The Author(s).)
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- 2023
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38. Challenges in glioblastoma research: focus on the tumor microenvironment: (Trends in Cancer, 9:1 p:9-27, 2023).
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Bikfalvi A, da Costa CA, Avril T, Barnier JV, Bauchet L, Brisson L, Cartron PF, Castel H, Chevet E, Chneiweiss H, Clavreul A, Constantin B, Coronas V, Daubon T, Dontenwill M, Ducray F, Entz-Werlé N, Figarella-Branger D, Fournier I, Frenel JS, Gabut M, Galli T, Gavard J, Huberfeld G, Hugnot JP, Idbaih A, Junier MP, Mathivet T, Menei P, Meyronet D, Mirjolet C, Morin F, Mosser J, Moyal EC, Rousseau V, Salzet M, Sanson M, Seano G, Tabouret E, Tchoghandjian A, Turchi L, Vallette FM, Vats S, Verreault M, and Virolle T
- Published
- 2023
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39. Astrocytes express aberrant immunoglobulins as putative gatekeeper of astrocytes to neuronal progenitor conversion.
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Capuz A, Osien S, Karnoub MA, Aboulouard S, Laurent E, Coyaud E, Raffo-Romero A, Duhamel M, Bonnefond A, Derhourhi M, Trerotola M, El Yazidi-Belkoura I, Devos D, Zilkova M, Kobeissy F, Vanden Abeele F, Fournier I, Cizkova D, Rodet F, and Salzet M
- Subjects
- Rats, Humans, Animals, Proteomics, Neurons metabolism, Immunoglobulin G genetics, Transcription Factors metabolism, Astrocytes metabolism, Neural Stem Cells
- Abstract
Using multi-omics analyses including RNAseq, RT-PCR, RACE-PCR, and shotgun proteomic with enrichment strategies, we demonstrated that newborn rat astrocytes produce neural immunoglobulin constant and variable heavy chains as well as light chains. However, their edification is different from the ones found in B cells and they resemble aberrant immunoglobulins observed in several cancers. Moreover, the complete enzymatic V(D)J recombination complex has also been identified in astrocytes. In addition, the constant heavy chain is also present in adult rat astrocytes, whereas in primary astrocytes from human fetus we identified constant and variable kappa chains as well as the substitution lambda chains known to be involved in pre-B cells. To gather insights into the function of these neural IgGs, CRISPR-Cas9 of IgG2B constant heavy chain encoding gene (Igh6), IgG2B overexpression, proximal labeling of rat astrocytes IgG2B and targets identification through 2D gels were performed. In Igh6 KO astrocytes, overrepresentation of factors involved in hematopoietic cells, neural stem cells, and the regulation of neuritogenesis have been identified. Moreover, overexpression of IgG2B in astrocytes induces the CRTC1-CREB-BDNF signaling pathway known to be involved in gliogenesis, whereas Igh6 KO triggers the BMP/YAP1/TEAD3 pathway activated in astrocytes dedifferentiation into neural progenitors. Proximal labeling experiments revealed that IgG2B is N-glycosylated by the OST complex, addressed to vesicle membranes containing the ATPase complex, and behaves partially like CD98hc through its association with LAT1. These experiments also suggest that proximal IgG2B-LAT1 interaction occurs concomitantly with MACO-1 and C2CD2L, at the heart of a potentially novel cell signaling platform. Finally, we demonstrated that these chains are synthesized individually and associated to recognize specific targets. Indeed, intermediate filaments Eif4a2 and Pdia6 involved in astrocyte fate constitute targets for these neural IgGs. Taken together, we hypothese that neural aberrant IgG chains may act as gatekeepers of astrocytes' fate., (© 2023. The Author(s).)
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- 2023
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40. Contribution of heterozygous PCSK1 variants to obesity and implications for precision medicine: a case-control study.
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Folon L, Baron M, Toussaint B, Vaillant E, Boissel M, Scherrer V, Loiselle H, Leloire A, Badreddine A, Balkau B, Charpentier G, Franc S, Marre M, Aboulouard S, Salzet M, Canouil M, Derhourhi M, Froguel P, and Bonnefond A
- Subjects
- Adolescent, Adult, Child, Humans, Case-Control Studies, Precision Medicine, Diabetes Mellitus, Type 2 genetics, Obesity genetics, Overweight genetics, Proprotein Convertase 1 genetics
- Abstract
Background: Rare biallelic pathogenic mutations in PCSK1 (encoding proprotein convertase subtilisin/kexin type 1 [PC1/3]) cause early-onset obesity associated with various endocrinopathies. Setmelanotide has been approved for carriers of these biallelic mutations in the past 3 years. We aimed to perform a large-scale functional genomic study focusing on rare heterozygous variants of PCSK1 to decipher their putative impact on obesity risk., Methods: This case-control study included all participants with overweight and obesity (ie, cases) or healthy weight (ie, controls) from the RaDiO study of three community-based and one hospital-based cohort in France recruited between Jan 1, 1995, and Dec 31, 2000. In adults older than 18 years, healthy weight was defined as BMI of less than 25·0 kg/m
2 , overweight as 25·0-29·9 kg/m2 , and obesity as 30·0 kg/m2 or higher. Participants with type 2 diabetes had fasting glucose of 7·0 mmol/L or higher or used treatment for hyperglycaemia (or both) and were negative for islet or insulin autoantibodies. Functional assessment of rare missense variants of PCSK1 was performed. Pathogenicity clusters of variants were determined with machine learning. The effect of each cluster of PCSK1 variants on obesity was assessed using the adjusted mixed-effects score test., Findings: All 13 coding exons of PCSK1 were sequenced in 9320 participants (including 7260 adults and 2060 children and adolescents) recruited from the RaDiO study. We detected 65 rare heterozygous PCSK1 variants, including four null variants and 61 missense variants that were analysed in vitro and clustered into five groups (A-E), according to enzymatic activity. Compared with the wild-type, 15 missense variants led to complete PC1/3 loss of function (group A; reference) and rare exome variant ensemble learner (REVEL) led to 15 (25%) false positives and four (7%) false negatives. Carrying complete loss-of-function or null PCSK1 variants was significantly associated with obesity (six [86%] of seven carriers vs 1518 [35%] of 4395 non-carriers; OR 9·3 [95% CI 1·5-177·4]; p=0·014) and higher BMI (32·0 kg/m2 [SD 9·3] in carriers vs 27·3 kg/m2 [6·5] in non-carriers; mean effect π 6·94 [SE 1·95]; p=0·00029). Clusters of PCSK1 variants with partial or neutral effect on PC1/3 activity did not have an effect on obesity or overweight and on BMI., Interpretation: Only carriers of heterozygous, null, or complete loss-of-function PCSK1 variants cause monogenic obesity and, therefore, might be eligible for setmelanotide. In silico tests were unable to accurately detect these variants, which suggests that in vitro assays are necessary to determine the variant pathogenicity for genetic diagnosis and precision medicine purposes., Funding: Agence Nationale de la Recherche, European Research Council, National Center for Precision Diabetic Medicine, European Regional Development Fund, Hauts-de-France Regional Council, and the European Metropolis of Lille., Competing Interests: Declaration of interests We declare no competing interests., (Copyright © 2023 Elsevier Ltd. All rights reserved.)- Published
- 2023
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41. Prophylactic Radical Fimbriectomy with Delayed Oophorectomy in Women with a High Risk of Developing an Ovarian Carcinoma: Results of a Prospective National Pilot Study.
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Leblanc E, Narducci F, Ferron G, Mailliez A, Charvolin JY, Houssein EH, Guyon F, Fourchotte V, Lambaudie E, Crouzet A, Fouche Y, Gouy S, Collinet P, Caquant F, Pomel C, Golfier F, Vaini-Cowen V, Fournier I, Salzet M, Tresch E, Probst A, Lemaire AS, Deley ML, and Hudry D
- Abstract
Risk-reducing salpingo-oophorectomy is the gold standard for the prophylaxis of ovarian cancer in high-risk women. Due to significant adverse effects, 20-30% of women delay or refuse early oophorectomy. This prospective pilot study (NCT01608074) aimed to assess the efficacy of radical fimbriectomy followed by a delayed oophorectomy in preventing ovarian and pelvic invasive cancer (the primary endpoint) and to evaluate the safety of both procedures. The key eligibility criteria were pre-menopausal women ≥35 years with a high risk of ovarian cancer who refused a risk-reducing salpingo-oophorectomy. All the surgical specimens were subjected to the SEE-FIM protocol. From January 2012 to October 2014, 121 patients underwent RF, with 51 in an ambulatory setting. Occult neoplasia was found in two cases, with one tubal high-grade serous ovarian carcinoma. Two patients experienced grade 1 intraoperative complications. No early or delayed grade ≥3 post-operative complications occurred. After 7.3 years of median follow-up, no cases of pelvic invasive cancer have been noted. Three of the fifty-two patients developed de novo breast cancer. One BRCA1-mutated woman delivered twins safely. Twenty-five patients underwent menopause, including fifteen who had received chemotherapy for breast cancer, and twenty-three underwent menopause before the delayed oophorectomy, while two did not undergo a delayed oophorectomy at all. Overall, 46 women underwent a delayed oophorectomy. No abnormalities were found in any delayed oophorectomy specimens. Radical fimbriectomy followed by delayed oophorectomy appears to be a safe and well-tolerated risk-reducing approach, which avoids early menopause for patients with a high risk of breast and ovarian cancer.
- Published
- 2023
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42. Establishment and characterization of canine mammary tumoroids for translational research.
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Raffo-Romero A, Aboulouard S, Bouchaert E, Rybicka A, Tierny D, Hajjaji N, Fournier I, Salzet M, and Duhamel M
- Subjects
- Animals, Dogs, Female, Humans, Proteomics, Translational Research, Biomedical, Tumor Microenvironment, Breast Neoplasms pathology, Mammary Neoplasms, Animal diagnosis, Mammary Neoplasms, Animal metabolism, Mammary Neoplasms, Animal pathology
- Abstract
Background: Cancer heterogeneity is a main obstacle for the development of effective therapies, as its replication in in vitro preclinical models is challenging. Around 96% of developed drugs are estimated to fail from discovery to the clinical trial phase probably because of the unsuitability and unreliability of current preclinical models (Front Pharmacol 9:6, 2018; Nat Rev Cancer 8: 147-56, 2008) in replicating the overall biology of tumors, for instance the tumor microenvironment. Breast cancer is the most frequent cancer among women causing the greatest number of cancer-related deaths. Breast cancer can typically be modeled in vitro through the use of tumoroids; however, current approaches using mouse tumoroids fail to reproduce crucial aspect of human breast cancer, while access to human cells is limited and the focus of ethical concerns. New models of breast cancer, such as companion dogs, have emerged given the resemblance of developed spontaneous mammary tumors to human breast cancer in many clinical and molecular aspects; however, they have so far failed to replicate the tumor microenvironment. The present work aimed at developing a robust canine mammary tumor model in the form of tumoroids which recapitulate the tumor diversity and heterogeneity., Results: We conducted a complete characterization of canine mammary tumoroids through histologic, molecular, and proteomic analysis, demonstrating their strong similarity to the primary tumor. We demonstrated that these tumoroids can be used as a drug screening model. In fact, we showed that paclitaxel, a human chemotherapeutic, could kill canine tumoroids with the same efficacy as human tumoroids with 0.1 to 1 μM of drug needed to kill 50% of the cells. Due to easy tissue availability, canine tumoroids can be produced at larger scale and cryopreserved to constitute a biobank. We have demonstrated that cryopreserved tumoroids keep the same histologic and molecular features (ER, PR, and HER2 expression) as fresh tumoroids. Furthermore, two cryopreservation techniques were compared from a proteomic point of view which showed that tumoroids made from frozen material allowed to maintain the same molecular diversity as from freshly dissociated tumor., Conclusions: These findings revealed that canine mammary tumoroids can be easily generated and may provide an adequate and more reliable preclinical model to investigate tumorigenesis mechanisms and develop new treatments for both veterinary and human medicine., (© 2023. The Author(s).)
- Published
- 2023
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43. Employing non-targeted interactomics approach and subcellular fractionation to increase our understanding of the ghost proteome.
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Garcia-Del Rio DF, Cardon T, Eyckerman S, Fournier I, Bonnefond A, Gevaert K, and Salzet M
- Abstract
Eukaryotic mRNA has long been considered monocistronic, but nowadays, alternative proteins (AltProts) challenge this tenet. The alternative or ghost proteome has largely been neglected and the involvement of AltProts in biological processes. Here, we used subcellular fractionation to increase the information about AltProts and facilitate the detection of protein-protein interactions by the identification of crosslinked peptides. In total, 112 unique AltProts were identified, and we were able to identify 220 crosslinks without peptide enrichment. Among these, 16 crosslinks between AltProts and Referenced Proteins (RefProts) were identified. We further focused on specific examples such as the interaction between IP_2292176 (AltFAM227B) and HLA-B, in which this protein could be a potential new immunopeptide, and the interactions between HIST1H4F and several AltProts which can play a role in mRNA transcription. Thanks to the study of the interactome and the localization of AltProts, we can reveal more of the importance of the ghost proteome., Competing Interests: The authors declare no competing interests., (© 2023 The Authors.)
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- 2023
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44. Neurotrauma investigation through spatial omics guided by mass spectrometry imaging: Target identification and clinical applications.
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Mallah K, Zibara K, Kerbaj C, Eid A, Khoshman N, Ousseily Z, Kobeissy A, Cardon T, Cizkova D, Kobeissy F, Fournier I, and Salzet M
- Subjects
- Humans, Mass Spectrometry, Proteomics methods, Brain Injuries, Traumatic complications, Brain Injuries, Traumatic metabolism, Alzheimer Disease
- Abstract
Traumatic brain injury (TBI) represents one of the major public health concerns worldwide due to the increase in TBI incidence as a result of injuries from daily life accidents such as sports and motor vehicle transportation as well as military-related practices. This type of central nervous system trauma is known to predispose patients to several neurological disorders such as Parkinson's disease, Alzheimer's disease, chronic trauamatic encephalopathy, and age-related Dementia. Recently, several proteomic and lipidomic platforms have been applied on different TBI studies to investigate TBI-related mechanisms that have broadened our understanding of its distinct neuropathological complications. In this study, we provide an updated comprehensive overview of the current knowledge and novel perspectives of the spatially resolved microproteomics and microlipidomics approaches guided by mass spectrometry imaging used in TBI studies and its applications in the neurotrauma field. In this regard, we will discuss the use of the spatially resolved microproteomics and assess the different microproteomic sampling methods such as laser capture microdissection, parafilm assisted microdissection, and liquid microjunction extraction as accurate and precise techniques in the field of neuroproteomics. Additionally, we will highlight lipid profiling applications and their prospective potentials in characterizing molecular processes involved in the field of TBI. Specifically, we will discuss the phospholipid metabolism acting as a precursor for proinflammatory molecules such as eicosanoids. Finally, we will survey the current state of spatial neuroproteomics and microproteomics applications and present the various studies highlighting their findings in these fields., (© 2021 John Wiley & Sons Ltd.)
- Published
- 2023
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45. Ambient Mass Spectrometry Imaging by Water-Assisted Laser Desorption/Ionization for Ex Vivo and in Vivo Applications.
- Author
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Ogrinc N, Chaillou P, Kruszewski A, Duriez C, Salzet M, and Fournier I
- Subjects
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization methods, Imaging, Three-Dimensional, Lasers, Water, Light
- Abstract
Water-assisted laser desorption/ionization mass spectrometry (WALDI-MS), also known as SpiderMass, is an emerging ambient ionization technique for in vivo and real-time analysis. It employs a remote infrared (IR) laser tuned to excite the most intense vibrational band (O-H) of water. The water molecules act as an endogenous matrix leading to the desorption/ionization of a variety of biomolecules from tissues, particularly metabolites and lipids. WALDI-MS was recently advanced into an imaging modality for ex vivo 2D sections and 3D in vivo real-time imaging. Here, we describe the methodological aspects for performing 2D and 3D imaging experiments with WALDI-MSI and the parameters for optimizing the image acquisition., (© 2023. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2023
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46. Spatial analysis of the glioblastoma proteome reveals specific molecular signatures and markers of survival.
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Duhamel M, Drelich L, Wisztorski M, Aboulouard S, Gimeno JP, Ogrinc N, Devos P, Cardon T, Weller M, Escande F, Zairi F, Maurage CA, Le Rhun É, Fournier I, and Salzet M
- Subjects
- Humans, Proteome, Proteomics methods, Spatial Analysis, Survival Analysis, Glioblastoma metabolism, Brain Neoplasms metabolism
- Abstract
Molecular heterogeneity is a key feature of glioblastoma that impedes patient stratification and leads to large discrepancies in mean patient survival. Here, we analyze a cohort of 96 glioblastoma patients with survival ranging from a few months to over 4 years. 46 tumors are analyzed by mass spectrometry-based spatially-resolved proteomics guided by mass spectrometry imaging. Integration of protein expression and clinical information highlights three molecular groups associated with immune, neurogenesis, and tumorigenesis signatures with high intra-tumoral heterogeneity. Furthermore, a set of proteins originating from reference and alternative ORFs is found to be statistically significant based on patient survival times. Among these proteins, a 5-protein signature is associated with survival. The expression of these 5 proteins is validated by immunofluorescence on an additional cohort of 50 patients. Overall, our work characterizes distinct molecular regions within glioblastoma tissues based on protein expression, which may help guide glioblastoma prognosis and improve current glioblastoma classification., (© 2022. The Author(s).)
- Published
- 2022
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47. The Antibody Dependant Neurite Outgrowth Modulation Response Involvement in Spinal Cord Injury.
- Author
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Capuz A, Karnoub MA, Osien S, Rose M, Mériaux C, Fournier I, Devos D, Vanden Abeele F, Rodet F, Cizkova D, and Salzet M
- Subjects
- Animals, Immunoglobulin G pharmacology, Neuronal Outgrowth, Rats, Sensory Receptor Cells metabolism, Proteomics, Spinal Cord Injuries pathology
- Abstract
Spinal cord injury (SCI) represents a major medical challenge. At present, there is still no cure to treat it efficiently and enable functional recovery below the injury site. Previously, we demonstrated that inflammation determines the fate of the physiopathology. To decipher the molecular mechanisms involved in this process, we performed a meta-analysis of our spatio-temporal proteomic studies in the time course of SCI. This highlighted the presence of IgG isotypes in both spinal cord explants and their secretomes. These IgGs were detected in the spinal cord even if no SCI occurred. However, during the time course following SCI, abundance of IgG1 and IgG2 subclasses (a, b, c) varied according to the spatial repartition. IgG1 was clearly mostly abundant at 12 h, and a switch to IgG2a was observed after 24 h. This IgG stayed predominant 3, 7, and 10 days after SCI. A protein related to IgM as well as a variable heavy chain were only detected 12 h after lesion. Interestingly, treatment with RhoA inhibitor influenced the abundance of the various IgG isotypes and a preferential switch to IgG2c was observed. By data reuse of rat dorsal root ganglion (DRG) neurons RNAseq datasets and RT-PCR experiments performed on cDNA from DRG sensory neurons ND7/23 and N27 dopaminergic neural cell lines, we confirmed expression of immunoglobulin heavy and light chains (constant and variable) encoding genes in neurons. We then identified CD16 and CD32b as their specific receptors in sensory neuron cell line ND7/23 and their activation regulated neurites outgrowth. These results suggest that during SCI, neuronal IgG isotypes are released to modulate neurites outgrowth. Therefore, we propose a new view of the SCI response involving an antibody dependent neurite outgrowth modulation (ADNM) which could be a precursor to the neuroinflammatory response in pathological conditions., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Capuz, Karnoub, Osien, Rose, Mériaux, Fournier, Devos, Vanden Abeele, Rodet, Cizkova and Salzet.)
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- 2022
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48. Direct In Vivo Analysis of CBD- and THC-Acid Cannabinoids and Classification of Cannabis Cultivars Using SpiderMass.
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Ogrinc N, Schneider S, Bourmaud A, Gengler N, Salzet M, and Fournier I
- Abstract
In recent years, cannabis and hemp-based products have become increasingly popular for recreational use, edibles, beverages, health care products, and medicines. The rapid detection and differentiation of phytocannabinoids is, therefore, essential to assess the potency and the therapeutic and nutritional values of cannabis cultivars. Here, we implemented SpiderMass technology for in vivo detection of cannabidiolic acid (CBDA) and ∆
9 -tetrahydrocannabinolicacid (∆9 -THCA), and other endogenous organic plant compounds, to access distribution gradients within the plants and differentiate between cultivars. The SpiderMass system is composed of an IR-laser handheld microsampling probe connected to a mass spectrometer through a transfer tube. The analysis was performed on different plant organs from freshly cultivated cannabis plants in only a few seconds. SpiderMass analysis easily discriminated the two acid phytocannabinoid isomers via MS/MS, and the built statistical models differentiated between four cannabis cultivars. Different abundancies of the two acid phytocannabinoids were found along the plant as well as between different cultivars. Overall, these results introduce direct analysis by SpiderMass as a compelling analytical alternative for rapid hemp analysis.- Published
- 2022
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49. Mass Spectrometry-Based Differentiation of Oral Tongue Squamous Cell Carcinoma and Nontumor Regions With the SpiderMass Technology.
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Ogrinc N, Attencourt C, Colin E, Boudahi A, Tebbakha R, Salzet M, Testelin S, Dakpé S, and Fournier I
- Abstract
Oral cavity cancers are the 15th most common cancer with more than 350,000 new cases and ~178,000 deaths each year. Among them, squamous cell carcinoma (SCC) accounts for more than 90% of tumors located in the oral cavity and on oropharynx. For the oral cavity SCC, the surgical resection remains the primary course of treatment. Generally, surgical margins are defined intraoperatively using visual and tactile elements. However, in 15-30% of cases, positive margins are found after histopathological examination several days postsurgery. Technologies based on mass spectrometry (MS) were recently developed to help guide surgical resection. The SpiderMass technology is designed for in-vivo real-time analysis under minimally invasive conditions. This instrument achieves tissue microsampling and real-time molecular analysis with the combination of a laser microprobe and a mass spectrometer. It ultimately acts as a tool to support histopathological decision-making and diagnosis. This pilot study included 14 patients treated for tongue SCC (T1 to T4) with the surgical resection as the first line of treatment. Samples were first analyzed by a pathologist to macroscopically delineate the tumor, dysplasia, and peritumoral areas. The retrospective and prospective samples were sectioned into three consecutive sections and thaw-mounted on slides for H&E staining (7 μm), SpiderMass analysis (20 μm), and matrix-assisted laser desorption ionization (MALDI) MS imaging (12 μm). The SpiderMass microprobe collected lipidometabolic profiles of the dysplasia, tumor, and peritumoral regions annotated by the pathologist. The MS spectra were then subjected to the multivariate statistical analysis. The preliminary data demonstrate that the lipidometabolic molecular profiles collected with the SpiderMass are significantly different between the tumor and peritumoral regions enabling molecular classification to be established by linear discriminant analysis (LDA). MALDI images of the different samples were submitted to segmentation for cross instrument validation and revealed additional molecular discrimination within the tumor and nontumor regions. These very promising preliminary results show the applicability of the SpiderMass to SCC of the tongue and demonstrate its interest in the surgical treatment of head and neck cancers., Competing Interests: MS and IF are inventors of the patent (priority number WO2015IB57301 20150922) related to part of the described protocol. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Ogrinc, Attencourt, Colin, Boudahi, Tebbakha, Salzet, Testelin, Dakpé and Fournier.)
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- 2022
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50. Trop-2, Na + /K + ATPase, CD9, PKCα, cofilin assemble a membrane signaling super-complex that drives colorectal cancer growth and invasion.
- Author
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Guerra E, Relli V, Ceci M, Tripaldi R, Simeone P, Aloisi AL, Pantalone L, La Sorda R, Lattanzio R, Sacchetti A, Havas K, Guarnieri S, Vergara D, Fournier I, Salzet M, Tinari N, Piantelli M, Trerotola M, and Alberti S
- Subjects
- Actin Depolymerizing Factors metabolism, Adenosine Triphosphatases metabolism, Animals, Humans, Mice, Signal Transduction, Tetraspanin 29, Colorectal Neoplasms pathology, Protein Kinase C-alpha genetics, Protein Kinase C-alpha metabolism
- Abstract
Trop-2 is a transmembrane signal transducer that is overexpressed in most human cancers, and drives malignant progression. To gain knowledge on the higher-order molecular mechanisms that drive Trop-2 signaling, we applied next-generation sequencing, proteomics, and high-resolution microscopy to models and primary cases of human colorectal cancer (CRC). We had previously shown that Trop-2 induces a Ca
2+ signal. We reveal here that Trop-2 binds the cell membrane Na+ /K+ -ATPase, and that clustering of Trop-2 induces an intracellular Ca2+ rise followed by membrane translocation of PKCα, which in turn phosphorylates the Trop-2 cytoplasmic tail. This feed-forward signaling is promoted by the binding of Trop-2 to the PKCα membrane-anchor CD9. CRISPR-based inactivation of CD9 in CRC cells shows that CD9 is required by Trop-2 for recruiting PKCα and cofilin-1 to the cell membrane. This induces malignant progression through proteolytic cleavage of E-cadherin, remodeling of the β-actin cytoskeleton, and activation of Akt and ERK. The interaction between Trop-2 and CD9 was validated in vivo in murine models of CRC growth and invasion. Overexpression of the components of this Trop-2-driven super-complex significantly worsened disease-free and overall survival of CRC patients, supporting a pivotal relevance in CRC malignant progression. Our findings demonstrate a previously unsuspected layer of cancer growth regulation, which is dormant in normal tissues, and is activated by Trop-2 in cancer cells., (© 2022. The Author(s), under exclusive licence to Springer Nature Limited.)- Published
- 2022
- Full Text
- View/download PDF
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