100 results on '"Cacchiarelli, D."'
Search Results
2. Integrated exome and transcriptome analysis prioritizes MAP4K4 de novo frameshift variants in autism spectrum disorder as a novel disease–gene association
- Author
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Cesana, M., primary, Vaccaro, L., additional, Larsen, M. J., additional, Kibæk, M., additional, Micale, L., additional, Riccardo, S., additional, Annunziata, P., additional, Colantuono, C., additional, Di Filippo, L., additional, De Brasi, D., additional, Castori, M., additional, Fagerberg, C., additional, Acquaviva, F., additional, and Cacchiarelli, D., additional
- Published
- 2022
- Full Text
- View/download PDF
3. 534 COVID-19 in people with cystic fibrosis and the general population: Severity and virus-host cell interactions
- Author
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Colombo, C., primary, Alicandro, G., additional, Bandera, A., additional, Bouché, V., additional, Biffi, A., additional, Boraso, M., additional, Cacchiarelli, D., additional, Ciciriello, F., additional, Cipolli, M., additional, Gramegna, A., additional, Itri, T., additional, Lucidi, V., additional, Medino, P., additional, Rosazza, C., additional, and Galietta, L., additional
- Published
- 2022
- Full Text
- View/download PDF
4. A cell-of-origin epigenetic tracer reveals clinically distinct subtypes of high-grade serous ovarian cancer
- Author
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Lo Riso, P, Villa, C, Gasparoni, G, Vingiani, A, Luongo, R, Manfredi, A, Jungmann, A, Bertolotti, A, Borgo, F, Garbi, A, Lupia, M, Laise, P, Das, V, Pruneri, G, Viale, G, Colombo, N, Manzo, T, Nezi, L, Cavallaro, U, Cacchiarelli, D, Walter, J, Testa, G, Lo Riso P., Villa C. E., Gasparoni G., Vingiani A., Luongo R., Manfredi A., Jungmann A., Bertolotti A., Borgo F., Garbi A., Lupia M., Laise P., Das V., Pruneri G., Viale G., Colombo N., Manzo T., Nezi L., Cavallaro U., Cacchiarelli D., Walter J., Testa G., Lo Riso, P, Villa, C, Gasparoni, G, Vingiani, A, Luongo, R, Manfredi, A, Jungmann, A, Bertolotti, A, Borgo, F, Garbi, A, Lupia, M, Laise, P, Das, V, Pruneri, G, Viale, G, Colombo, N, Manzo, T, Nezi, L, Cavallaro, U, Cacchiarelli, D, Walter, J, Testa, G, Lo Riso P., Villa C. E., Gasparoni G., Vingiani A., Luongo R., Manfredi A., Jungmann A., Bertolotti A., Borgo F., Garbi A., Lupia M., Laise P., Das V., Pruneri G., Viale G., Colombo N., Manzo T., Nezi L., Cavallaro U., Cacchiarelli D., Walter J., and Testa G.
- Abstract
Background: High-grade serous ovarian cancer (HGSOC) is a major unmet need in oncology. The remaining uncertainty on its originating tissue has hampered the discovery of molecular oncogenic pathways and the development of effective therapies. Methods: We used an approach based on the retention in tumors of a DNA methylation trace (OriPrint) that distinguishes the two putative tissues of origin of HGSOC, the fimbrial (FI) and ovarian surface epithelia (OSE), to stratify HGSOC by several clustering methods, both linear and non-linear. The identified tumor subtypes (FI-like and OSE-like HGSOC) were investigated at the RNAseq level to stratify an in-house cohort of macrodissected HGSOC FFPE samples to derive overall and disease-free survival and identify specific transcriptional alterations of the two tumor subtypes, both by classical differential expression and weighted correlation network analysis. We translated our strategy to published datasets and verified the co-occurrence of previously described molecular classification of HGSOC. We performed cytokine analysis coupled to immune phenotyping to verify alterations in the immune compartment associated with HGSOC. We identified genes that are both differentially expressed and methylated in the two tumor subtypes, concentrating on PAX8 as a bona fide marker of FI-like HGSOC. Results: We show that: - OriPrint is a robust DNA methylation tracer that exposes the tissue of origin of HGSOC. - The tissue of origin of HGSOC is the main determinant of DNA methylation variance in HGSOC. - The tissue of origin is a prognostic factor for HGSOC patients. - FI-like and OSE-like HGSOC are endowed with specific transcriptional alterations that impact patients’ prognosis. - OSE-like tumors present a more invasive and immunomodulatory phenotype, compatible with its worse prognostic impact. - Among genes that are differentially expressed and regulated in FI-like and OSE-like HGSOC, PAX8 is a bona fide marker of FI-like tumors. Conclusio
- Published
- 2020
5. COVID‐19 and vertical transmission: assessing the expression of ACE2/TMPRSS2 in the human fetus and placenta to assess the risk of SARS‐CoV‐2 infection
- Author
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Beesley, MA, primary, Davidson, JR, additional, Panariello, F, additional, Shibuya, S, additional, Scaglioni, D, additional, Jones, BC, additional, Maksym, K, additional, Ogunbiyi, O, additional, Sebire, NJ, additional, Cacchiarelli, D, additional, David, AL, additional, De Coppi, P, additional, and Gerli, MFM, additional
- Published
- 2021
- Full Text
- View/download PDF
6. Single-Cell RNA Sequencing Analysis: A Step-by-Step Overview
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Slovin S., Carissimo A., Panariello F., Grimaldi A., Bouche V., Gambardella G., and Cacchiarelli D.
- Subjects
Clustering ,Single-cell RNA-seq - Abstract
Thanks to innovative sample-preparation and sequencing technologies, gene expression in individual cells can now be measured for thousands of cells in a single experiment. Since its introduction, single-cell RNA sequencing (scRNA-seq) approaches have revolutionized the genomics field as they created unprecedented opportunities for resolving cell heterogeneity by exploring gene expression profiles at a single-cell resolution. However, the rapidly evolving field of scRNA-seq invoked the emergence of various analytics approaches aimed to maximize the full potential of this novel strategy. Unlike population-based RNA sequencing approaches, scRNA seq necessitates comprehensive computational tools to address high data complexity and keep up with the emerging single-cell associated challenges. Despite the vast number of analytical methods, a universal standardization is lacking. While this reflects the fields' immaturity, it may also encumber a newcomer to blend in. In this review, we aim to bridge over the abovementioned hurdle and propose four ready-to-use pipelines for scRNA-seq analysis easily accessible by a newcomer, that could fit various biological data types. Here we provide an overview of the currently available single-cell technologies for cell isolation and library preparation and a step by step guide that covers the entire canonical analytic workflow to analyse scRNA-seq data including read mapping, quality controls, gene expression quantification, normalization, feature selection, dimensionality reduction, and cell clustering useful for trajectory inference and differential expression. Such workflow guidelines will escort novices as well as expert users in the analysis of complex scRNA-seq datasets, thus further expanding the research potential of single-cell approaches in basic science, and envisaging its future implementation as best practice in the field.
- Published
- 2021
- Full Text
- View/download PDF
7. Integrative biology studies in pluripotent stem cells
- Author
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Modic, M. (Miha), Cacchiarelli, D. (Davide), Berge, D. (Derk) ten, Modic, M. (Miha), Cacchiarelli, D. (Davide), and Berge, D. (Derk) ten
- Published
- 2020
- Full Text
- View/download PDF
8. Integrative biology studies in pluripotent stem cells
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Modic, M, Cacchiarelli, D, ten Berge, Derk, Modic, M, Cacchiarelli, D, and ten Berge, Derk
- Published
- 2020
9. 74P Targeting mitochondria as a novel therapeutic strategy in biliary tract cancer
- Author
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Carotenuto, P., primary, Barbato, A., additional, Indrieri, A., additional, Volpe, M., additional, Quadrano, P., additional, Brillante, S., additional, Riccardo, S., additional, Mirante, L., additional, Cacchiarelli, D., additional, Antonella, I., additional, Franco, B., additional, Salatiello, M., additional, Troncone, G., additional, Reggiani Bonetti, L., additional, Dominici, M., additional, and Salati, M., additional
- Published
- 2020
- Full Text
- View/download PDF
10. COVID-19 and vertical transmission: assessing the expression of ACE2/TMPRSS2 in the human fetus and placenta to assess the risk of SARS-CoV-2 infection.
- Author
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Beesley, MA, Davidson, JR, Panariello, F, Shibuya, S, Scaglioni, D, Jones, BC, Maksym, K, Ogunbiyi, O, Sebire, NJ, Cacchiarelli, D, David, AL, De Coppi, P, Gerli, MFM, Beesley, M A, Davidson, J R, Jones, B C, Sebire, N J, and David, A L
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FETAL tissues ,FETUS ,SARS-CoV-2 ,COVID-19 ,PLACENTA - Abstract
Background: Pregnant women have been identified as a potentially at-risk group concerning COVID-19 infection, but little is known regarding the susceptibility of the fetus to infection. Co-expression of ACE2 and TMPRSS2 has been identified as a prerequisite for infection, and expression across different tissues is known to vary between children and adults. However, the expression of these proteins in the fetus is unknown.Methods: We performed a retrospective analysis of a single cell data repository. The data were then validated at both gene and protein level by performing RT-qPCR and two-colour immunohistochemistry on a library of second-trimester human fetal tissues.Findings: TMPRSS2 is present at both gene and protein level in the predominantly epithelial fetal tissues analysed. ACE2 is present at significant levels only in the fetal intestine and kidney, and is not expressed in the fetal lung. The placenta also does not co-express the two proteins across the second trimester or at term.Interpretation: This dataset indicates that the lungs are unlikely to be a viable route of SARS-CoV2 fetal infection. The fetal kidney, despite presenting both the proteins required for the infection, is anatomically protected from the exposure to the virus. However, the gastrointestinal tract is likely to be susceptible to infection due to its high co-expression of both proteins, as well as its exposure to potentially infected amniotic fluid.Tweetable Abstract: This work provides detailed mechanistic insight into the relative protection & vulnerabilities of the fetus & placenta to SARS-CoV-2 infection by scRNAseq & protein expression analysis for ACE2 & TMPRSS2. The findings help to explain the low rate of vertical transmission. [ABSTRACT FROM AUTHOR]- Published
- 2022
- Full Text
- View/download PDF
11. miR-31 modulates dystrophin expression: novel implications in Duchenne Muscular Dystrophy therapy
- Author
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Cacchiarelli D., Incitti T., Martone J., Cesana M., Cazzella V., Santini T., Sthandier O., and Bozzoni I.
- Published
- 2011
12. miRNAs as serum biomarkers for Duchenne Muscular Dystrophy
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Cacchiarelli D., Legnini I. Martone J., DAmico A., Bertini E., and Bozzoni I.
- Published
- 2011
13. Tight coupling between transcription and processing of microRNA precursors
- Author
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Morlando, M, Ballarino, Monica, Giradi, E, Pagano, Francesca, DINI MODIGLIANI, S, Cacchiarelli, D, Marchioni, M, Proudfoot, N. J., and Bozzoni, Irene
- Published
- 2010
14. Coupling between transcription and processing promotes efficient expression of independently transcribed microRNA genes
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Morlando, M., Ballarino, Monica, Pagano, Francesca, Girardi, E., Cacchiarelli, D., Marchioni, M., Proudfoot, N. J., and Bozzoni, Irene
- Published
- 2009
15. Coupled RNA processing and transcription of intergenic primary miRNAs
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Ballarino M., Pagano F., Girardi E., Morlando M., Cacchiarelli D., Marchioni M., Proudfoot N., and Bozzoni I.
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- 2009
16. RNA processing and transcription are tightly coupled for the intergenic miRNAs biogenesis
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Morlando, M., Ballarino, Monica, Pagano, Francesca, Girardi, E., Cacchiarelli, D., Proudfoot, N. J., and Bozzoni, I.
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- 2009
17. The microRNA transcription machinery: analysis of costitutive and tissue-specific microRNAs
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Girardi, E, Ballarino, Monica, Martone, Julie, Cacchiarelli, D, and Bozzoni, Irene
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- 2008
18. miRNAs as prime players in a combinatorial view of evolution
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Cacchiarelli D, Santoni D, and Bozzoni I.
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- 2008
19. New connections between microRNAs transcription and processing
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Pagano, F, Girardi, E, Cacchiarelli, D, Ballarino, M, and And, I Bozzoni
- Published
- 2008
20. A cell-of-origin epigenetic tracer reveals clinically distinct subtypes of high-grade serous ovarian cancer
- Author
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Nicoletta Colombo, Andrea Vingiani, Jörn Walter, Giuseppe Testa, Giancarlo Pruneri, Gilles Gasparoni, Carlo Emanuele Villa, Ugo Cavallaro, Pasquale Laise, Anna Manfredi, Michela Lupia, Alessia Bertolotti, Annalisa Garbi, Teresa Manzo, Annemarie Jungmann, Giuseppe Viale, Francesca Borgo, Davide Cacchiarelli, Pietro Lo Riso, Raffaele Luongo, Luigi Nezi, Vivek Das, Lo Riso, P, Villa, C, Gasparoni, G, Vingiani, A, Luongo, R, Manfredi, A, Jungmann, A, Bertolotti, A, Borgo, F, Garbi, A, Lupia, M, Laise, P, Das, V, Pruneri, G, Viale, G, Colombo, N, Manzo, T, Nezi, L, Cavallaro, U, Cacchiarelli, D, Walter, J, Testa, G, Lo Riso, P., Villa, C. E., Gasparoni, G., Vingiani, A., Luongo, R., Manfredi, A., Jungmann, A., Bertolotti, A., Borgo, F., Garbi, A., Lupia, M., Laise, P., Das, V., Pruneri, G., Viale, G., Colombo, N., Manzo, T., Nezi, L., Cavallaro, U., Cacchiarelli, D., Walter, J., and Testa, G.
- Subjects
lcsh:QH426-470 ,Cell of origin ,lcsh:Medicine ,Biology ,Epigenesis, Genetic ,Immunomodulation ,high-grade serous ovarian cancer ,Genetics ,Humans ,cell-of-origin epigenetic ,Epigenetics ,Molecular Biology ,Genetics (clinical) ,Retrospective Studies ,Ovarian Neoplasms ,Gene Expression Profiling ,Research ,lcsh:R ,Weighted correlation network analysis ,Methylation ,DNA Methylation ,Prognosis ,Phenotype ,Human genetics ,Cystadenocarcinoma, Serous ,lcsh:Genetics ,DNA methylation ,Cancer research ,Molecular Medicine ,Female ,Neoplasm Grading ,PAX8 ,Transcriptome - Abstract
Background High-grade serous ovarian cancer (HGSOC) is a major unmet need in oncology. The remaining uncertainty on its originating tissue has hampered the discovery of molecular oncogenic pathways and the development of effective therapies. Methods We used an approach based on the retention in tumors of a DNA methylation trace (OriPrint) that distinguishes the two putative tissues of origin of HGSOC, the fimbrial (FI) and ovarian surface epithelia (OSE), to stratify HGSOC by several clustering methods, both linear and non-linear. The identified tumor subtypes (FI-like and OSE-like HGSOC) were investigated at the RNAseq level to stratify an in-house cohort of macrodissected HGSOC FFPE samples to derive overall and disease-free survival and identify specific transcriptional alterations of the two tumor subtypes, both by classical differential expression and weighted correlation network analysis. We translated our strategy to published datasets and verified the co-occurrence of previously described molecular classification of HGSOC. We performed cytokine analysis coupled to immune phenotyping to verify alterations in the immune compartment associated with HGSOC. We identified genes that are both differentially expressed and methylated in the two tumor subtypes, concentrating on PAX8 as a bona fide marker of FI-like HGSOC. Results We show that: - OriPrint is a robust DNA methylation tracer that exposes the tissue of origin of HGSOC. - The tissue of origin of HGSOC is the main determinant of DNA methylation variance in HGSOC. - The tissue of origin is a prognostic factor for HGSOC patients. - FI-like and OSE-like HGSOC are endowed with specific transcriptional alterations that impact patients’ prognosis. - OSE-like tumors present a more invasive and immunomodulatory phenotype, compatible with its worse prognostic impact. - Among genes that are differentially expressed and regulated in FI-like and OSE-like HGSOC, PAX8 is a bona fide marker of FI-like tumors. Conclusions Through an integrated approach, our work demonstrates that both FI and OSE are possible origins for human HGSOC, whose derived subtypes are both molecularly and clinically distinct. These results will help define a new roadmap towards rational, subtype-specific therapeutic inroads and improved patients’ care.
- Published
- 2020
21. The Microfluidic Environment Reveals a Hidden Role of Self-Organizing Extracellular Matrix in Hepatic Commitment and Organoid Formation of hiPSCs
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Qianjiang Hu, Camilla Luni, Lucio Di Filippo, Michael Orford, Anna Manfredi, Davide Cacchiarelli, Giovanni Giuseppe Giobbe, Paolo De Coppi, Ida Maroni, Anna L. David, Nicola Elvassore, Federica Michielin, Simon Eaton, Michielin, F., Giobbe, G. G., Luni, C., Hu, Q., Maroni, I., Orford, M. R., Manfredi, A., Di Filippo, L., David, A. L., Cacchiarelli, D., De Coppi, P., Eaton, S., Elvassore, N., Michielin F., Giobbe G.G., Luni C., Hu Q., Maroni I., Orford M.R., Manfredi A., Di Filippo L., David A.L., Cacchiarelli D., De Coppi P., Eaton S., and Elvassore N.
- Subjects
0301 basic medicine ,Pluripotent Stem Cells ,Resource ,proteome analysi ,Microfluidics ,microfluidic ,SILAC ,General Biochemistry, Genetics and Molecular Biology ,Extracellular matrix ,03 medical and health sciences ,ECM remodeling ,0302 clinical medicine ,hepatic differentiation ,medicine ,Organoid ,Humans ,pluripotent stem cell ,Progenitor cell ,Induced pluripotent stem cell ,lcsh:QH301-705.5 ,mass spectrometry ,chemistry.chemical_classification ,Science & Technology ,Human liver ,Cell Differentiation ,Cell Biology ,proteome analysis ,Amino acid ,Cell biology ,Extracellular Matrix ,Organoids ,030104 developmental biology ,medicine.anatomical_structure ,lcsh:Biology (General) ,chemistry ,Liver ,Hepatocytes ,SILAC-MS ,Endoderm ,Life Sciences & Biomedicine ,030217 neurology & neurosurgery - Abstract
Summary The specification of the hepatic identity during human liver development is strictly controlled by extrinsic signals, yet it is still not clear how cells respond to these exogenous signals by activating secretory cascades, which are extremely relevant, especially in 3D self-organizing systems. Here, we investigate how the proteins secreted by human pluripotent stem cells (hPSCs) in response to developmental exogenous signals affect the progression from endoderm to the hepatic lineage, including their competence to generate nascent hepatic organoids. By using microfluidic confined environment and stable isotope labeling with amino acids in cell culture-coupled mass spectrometry (SILAC-MS) quantitative proteomic analysis, we find high abundancy of extracellular matrix (ECM)-associated proteins. Hepatic progenitor cells either derived in microfluidics or exposed to exogenous ECM stimuli show a significantly higher potential of forming hepatic organoids that can be rapidly expanded for several passages and further differentiated into functional hepatocytes. These results prove an additional control over the efficiency of hepatic organoid formation and differentiation for downstream applications., Graphical Abstract, Highlights • Microfluidic confined environment enhances hepatic differentiation of hPSCs • SILAC-based proteomic analysis reveals high abundance of secreted ECM proteins • ECM deposition and remodeling correlate with cell-ECM receptor overexpression • Either endogenous or exogenous ECM enhances organoid formation and differentiation, Michielin et al. investigate the secretome of human pluripotent stem cells undergoing hepatic differentiation by coupling microfluidics with SILAC proteomic analysis. They reveal a role of soluble ECM protein accumulation and deposition and leverage these insights to efficiently and robustly derive hepatic organoids from hiPSCs.
- Published
- 2020
22. Extracellular matrix hydrogel derived from decellularized tissues enables endodermal organoid culture
- Author
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Camilla Luni, Anna Manfredi, Giovanni Giuseppe Giobbe, Vivian S. W. Li, Paolo De Coppi, Monica Giomo, Davide Cacchiarelli, Simon Eaton, L Meran, Kai Kretzschmar, Martina M. De Santis, Nicola Elvassore, Federica Michielin, Claire Crowley, Qianjiang Hu, Sara Campinoti, Moustafa Khedr, Luca Urbani, Hans Clevers, Paola Bonfanti, Elisa Zambaiti, Gijs van Son, Giobbe, G. G., Crowley, C., Luni, C., Campinoti, S., Khedr, M., Kretzschmar, K., De Santis, M. M., Zambaiti, E., Michielin, F., Meran, L., Hu, Q., van Son, G., Urbani, L., Manfredi, A., Giomo, M., Eaton, S., Cacchiarelli, D., Li, V. S. W., Clevers, H., Bonfanti, P., Elvassore, N., De Coppi, P., Hubrecht Institute for Developmental Biology and Stem Cell Research, Giobbe G.G., Crowley C., Luni C., Campinoti S., Khedr M., Kretzschmar K., De Santis M.M., Zambaiti E., Michielin F., Meran L., Hu Q., van Son G., Urbani L., Manfredi A., Giomo M., Eaton S., Cacchiarelli D., Li V.S.W., Clevers H., Bonfanti P., Elvassore N., and De Coppi P.
- Subjects
Organoid ,0301 basic medicine ,Swine ,General Physics and Astronomy ,02 engineering and technology ,Regenerative medicine ,Extracellular matrix ,Tissue Scaffold ,lcsh:Science ,proteomic ,mass spectrometry ,ARCHITECTURE ,Multidisciplinary ,Decellularization ,Tissue Scaffolds ,Chemistry ,GMP ,Intestinal stem cells ,Endoderm ,Hydrogels ,021001 nanoscience & nanotechnology ,3. Good health ,Cell biology ,Extracellular Matrix ,Organoids ,Multidisciplinary Sciences ,Tissues ,medicine.anatomical_structure ,decellularized ,Self-healing hydrogels ,Science & Technology - Other Topics ,GROWTH ,0210 nano-technology ,STEM-CELLS ,Human ,EXPRESSION ,Science ,EPITHELIUM ,SMALL-INTESTINAL SUBMUCOSA ,Article ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,Animals ,Cell Proliferation ,Humans ,Tissue Engineering ,LONG-TERM EXPANSION ,In vivo ,COLON ,medicine ,Science & Technology ,IDENTIFICATION ,Animal ,Cell growth ,General Chemistry ,IN-VITRO ,Hydrogel ,030104 developmental biology ,lcsh:Q ,small intestine - Abstract
Organoids have extensive therapeutic potential and are increasingly opening up new avenues within regenerative medicine. However, their clinical application is greatly limited by the lack of effective GMP-compliant systems for organoid expansion in culture. Here, we envisage that the use of extracellular matrix (ECM) hydrogels derived from decellularized tissues (DT) can provide an environment capable of directing cell growth. These gels possess the biochemical signature of tissue-specific ECM and have the potential for clinical translation. Gels from decellularized porcine small intestine (SI) mucosa/submucosa enable formation and growth of endoderm-derived human organoids, such as gastric, hepatic, pancreatic, and SI. ECM gels can be used as a tool for direct human organoid derivation, for cell growth with a stable transcriptomic signature, and for in vivo organoid delivery. The development of these ECM-derived hydrogels opens up the potential for human organoids to be used clinically., Organoid cultures have been developed from multiple tissues, opening new possibilities for regenerative medicine. Here the authors demonstrate the derivation of GMP-compliant hydrogels from decellularized porcine small intestine which support formation and growth of human gastric, liver, pancreatic and small intestinal organoids.
- Published
- 2019
23. Therapeutic homology-independent targeted integration in retina and liver
- Author
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Patrizia Tornabene, Rita Ferla, Manel Llado-Santaeularia, Miriam Centrulo, Margherita Dell’Anno, Federica Esposito, Elena Marrocco, Emanuela Pone, Renato Minopoli, Carolina Iodice, Edoardo Nusco, Settimio Rossi, Hristiana Lyubenova, Anna Manfredi, Lucio Di Filippo, Antonella Iuliano, Annalaura Torella, Giulio Piluso, Francesco Musacchia, Enrico Maria Surace, Davide Cacchiarelli, Vincenzo Nigro, Alberto Auricchio, Tornabene, Patrizia, Ferla, Rita, Llado-Santaeularia Miriam Centrulo, Manel, Dell'Anno, Margherita, Esposito, Federica, Marrocco, Elena, Pone, Emanuela, Minopoli, Renato, Iodice, Carolina, Nusco, Edoardo, Rossi, Settimio, Lyubenova, Hristiana, Manfredi, Anna, Di Filippo, Lucio, Iuliano, Antonella, Torella, Annalaura, Piluso, Giulio, Musacchia, Francesco, Maria Surace, Enrico, Cacchiarelli, Davide, Nigro, Vincenzo, Auricchio, Alberto, Tornabene, P., Ferla, R., Llado-Santaeularia, M., Centrulo, M., Dell'Anno, M., Esposito, F., Marrocco, E., Pone, E., Minopoli, R., Iodice, C., Nusco, E., Rossi, S., Lyubenova, H., Manfredi, A., Di Filippo, L., Iuliano, A., Torella, A., Piluso, G., Musacchia, F., Surace, E. M., Cacchiarelli, D., Nigro, V., and Auricchio, A.
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Gene Editing ,Multidisciplinary ,Animal ,Swine ,viruses ,Genetic Vectors ,General Physics and Astronomy ,General Chemistry ,Dependovirus ,Dependoviru ,General Biochemistry, Genetics and Molecular Biology ,Retina ,Mice ,Liver ,Animals ,CRISPR-Cas System ,Genetic Vector ,CRISPR-Cas Systems - Abstract
Challenges to the widespread application of gene therapy with adeno-associated viral (AAV) vectors include dominant conditions due to gain-of-function mutations which require allele-specific knockout, as well as long-term transgene expression from proliferating tissues, which is hampered by AAV DNA episomal status. To overcome these challenges, we used CRISPR/Cas9-mediated homology-independent targeted integration (HITI) in retina and liver as paradigmatic target tissues. We show that AAV-HITI targets photoreceptors of both mouse and pig retina, and this results in significant improvements to retinal morphology and function in mice with autosomal dominant retinitis pigmentosa. In addition, we show that neonatal systemic AAV-HITI delivery achieves stable liver transgene expression and phenotypic improvement in a mouse model of a severe lysosomal storage disease. We also show that HITI applications predominantly result in on-target editing. These results lay the groundwork for the application of AAV-HITI for the treatment of diseases affecting various organs.
- Published
- 2022
24. Integrated exome and transcriptome analysis prioritizes MAP4K4 de novo frameshift variants in autism spectrum disorder as a novel disease-gene association
- Author
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M. Cesana, L. Vaccaro, M. J. Larsen, M. Kibæk, L. Micale, S. Riccardo, P. Annunziata, C. Colantuono, L. Di Filippo, D. De Brasi, M. Castori, C. Fagerberg, F. Acquaviva, D. Cacchiarelli, Cesana, M, Vaccaro, L, Larsen, M J, Kibæk, M, Micale, L, Riccardo, S, Annunziata, P, Colantuono, C, Di Filippo, L, De Brasi, D, Castori, M, Fagerberg, C, Acquaviva, F, and Cacchiarelli, D
- Subjects
Genetics ,Genetics (clinical) - Abstract
The application of next-generation sequencing (NGS) to clinical practice is still hampered by the ability to interpret the clinical relevance of novel variants and the difficulty of evaluating their effect in specific tissues. Here, we applied integrated genomic approaches for interrogating blood samples of two unrelated individuals with neurodevelopmental disorders and identified a novel neuro-pathogenic role for the Mitogen-Activated Protein Kinase 4 gene (MAP4K4). In particular, we identified two novel frameshift variants in coding exons expressed in the blood and neuronal isoforms. Both variants were predicted to generate non-sense-mediated decay. By transcriptome analysis, we simultaneously demonstrated the deleterious effect of the identified variants on the splicing activity and stability of MAP4K4 mRNA. Therefore, we propose MAP4K4 as a novel causative gene for non-syndromic and syndromic neurodevelopmental disorders. Altogether, we prove the efficacy of an integrated approach of exome and transcriptome sequencing in the resolution of undiagnosed cases by leveraging the analysis of variants in genes expressed in peripheral blood.
- Published
- 2022
25. Synchronization between peripheral circadian clock and feeding-fasting cycles in microfluidic device sustains oscillatory pattern of transcriptome
- Author
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Yan Li, Silvia Angiolillo, Davide Cacchiarelli, Onelia Gagliano, Francesco Panariello, Joseph S. Takahashi, Wei Qin, Nicola Elvassore, Camilla Luni, Gagliano, O., Luni, C., Li, Y., Angiolillo, S., Qin, W., Panariello, F., Cacchiarelli, D., Takahashi, J. S., Elvassore, N., Gagliano, Onelia, Luni, Camilla, Li, Yan, Angiolillo, Silvia, Qin, Wei, Panariello, Francesco, Cacchiarelli, Davide, Takahashi, Joseph S, and Elvassore, Nicola
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Science ,Period (gene) ,Circadian clock ,Insulins ,General Physics and Astronomy ,Stimulation ,Biology ,Article ,General Biochemistry, Genetics and Molecular Biology ,Cell Line ,Transcriptome ,Mice ,Period Circadian Protein ,Rhythm ,Circadian Clocks ,Lab-On-A-Chip Devices ,Insulin ,Animals ,Circadian rhythms ,Circadian rhythm ,Multidisciplinary ,Lab-on-a-chip ,Animal ,Circadian Clock ,Cell Cycle ,RNA sequencing ,Fasting ,Feeding Behavior ,Period Circadian Proteins ,General Chemistry ,circadian, microfluidics, transcriptome, liver, metabolism, synchronization ,Circadian Rhythm ,Culture Media ,Extracellular Matrix ,Cell biology ,PER2 ,Glucose ,Feeding behaviour ,Lab-On-A-Chip Device ,Entrainment (chronobiology) ,Biomedical engineering - Abstract
The circadian system cyclically regulates many physiological and behavioral processes within the day. Desynchronization between physiological and behavioral rhythms increases the risk of developing some, including metabolic, disorders. Here we investigate how the oscillatory nature of metabolic signals, resembling feeding-fasting cycles, sustains the cell-autonomous clock in peripheral tissues. By controlling the timing, period and frequency of glucose and insulin signals via microfluidics, we find a strong effect on Per2::Luc fibroblasts entrainment. We show that the circadian Per2 expression is better sustained via a 24 h period and 12 h:12 h frequency-encoded metabolic stimulation applied for 3 daily cycles, aligned to the cell-autonomous clock, entraining the expression of hundreds of genes mostly belonging to circadian rhythms and cell cycle pathways. On the contrary misaligned feeding-fasting cycles synchronize and amplify the expression of extracellular matrix-associated genes, aligned during the light phase. This study underlines the role of the synchronicity between life-style-associated metabolic signals and peripheral clocks on the circadian entrainment., Chronic desynchronization between physiological and behavioral rhythms has been linked to the onset of metabolic diseases. Here the authors control the cyclic metabolic signals in a microfluidic device to study the effects of the timing, period and frequency of glucose and insulin on the transcriptome of cultured fibroblasts.
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- 2021
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26. MET Exon 14 Skipping: A Case Study for the Detection of Genetic Variants in Cancer Driver Genes by Deep Learning
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Maddalena Arigoni, Paolo M. Comoglio, Francesca Cordero, Vladimir Nosi, Alessandrì Luca, Silvia Benvenuti, Sara Riccardo, Raffaele A. Calogero, Marcella Cesana, Marco Beccuti, Davide Cacchiarelli, Lucio Di Filippo, Melissa Milan, Nosi, V., Luca, A., Milan, M., Arigoni, M., Benvenuti, S., Cacchiarelli, D., Cesana, M., Riccardo, S., Filippo, L. D., Cordero, F., Beccuti, M., Comoglio, P. M., and Calogero, R. A.
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Neural Networks ,QH301-705.5 ,Exon ,Computational biology ,Article ,Catalysis ,Receptor tyrosine kinase ,Inorganic Chemistry ,Computer ,Deep Learning ,medicine ,biochemistry ,Humans ,Biology (General) ,Physical and Theoretical Chemistry ,QD1-999 ,Molecular Biology ,Genetic variant ,Spectroscopy ,biology ,genetic variants ,Organic Chemistry ,Alternative splicing ,Intron ,Cancer ,Genetic Variation ,General Medicine ,Exons ,medicine.disease ,Exon skipping ,Neural network ,Computer Science Applications ,Long interspersed nuclear element ,Chemistry ,Tumor progression ,Deep learning ,Genetic variants ,MET ,Neural Networks, Computer ,biology.protein ,Human - Abstract
Background: Disruption of alternative splicing (AS) is frequently observed in cancer and might represent an important signature for tumor progression and therapy. Exon skipping (ES) represents one of the most frequent AS events, and in non-small cell lung cancer (NSCLC) MET exon 14 skipping was shown to be targetable. Methods: We constructed neural networks (NN/CNN) specifically designed to detect MET exon 14 skipping events using RNAseq data. Furthermore, for discovery purposes we also developed a sparsely connected autoencoder to identify uncharacterized MET isoforms. Results: The neural networks had a Met exon 14 skipping detection rate greater than 94% when tested on a manually curated set of 690 TCGA bronchus and lung samples. When globally applied to 2605 TCGA samples, we observed that the majority of false positives was characterized by a blurry coverage of exon 14, but interestingly they share a common coverage peak in the second intron and we speculate that this event could be the transcription signature of a LINE1 (Long Interspersed Nuclear Element 1)-MET (Mesenchymal Epithelial Transition receptor tyrosine kinase) fusion. Conclusions: Taken together, our results indicate that neural networks can be an effective tool to provide a quick classification of pathological transcription events, and sparsely connected autoencoders could represent the basis for the development of an effective discovery tool.
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- 2021
27. Computational Stem Cell Biology: open questions and guiding principles
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Susana M. Chuva de Sousa Lopes, Davide Cacchiarelli, Martin Hemberg, Patrick Cahan, Samantha A. Morris, Sara-Jane Dunn, Owen J. L. Rackham, Christine A. Wells, Antonio del Sol, Cahan, P., Cacchiarelli, D., Dunn, S. -J., Hemberg, M., de Sousa Lopes, S. M. C., Morris, S. A., Rackham, O. J. L., del Sol, A., and Wells, C. A.
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0303 health sciences ,Guiding Principles ,Stem Cells ,Gene regulatory network ,Inference ,Computational Biology ,Cell Biology ,Cell typing ,Biology ,Regenerative Medicine ,Data science ,Regenerative medicine ,Article ,3. Good health ,03 medical and health sciences ,0302 clinical medicine ,Lineage tracing ,Drug Discovery ,Genetics ,Molecular Medicine ,Stem cell ,Stem cell biology ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
Computational biology is enabling an explosive growth in our understanding of stem cells and our ability to use them for disease modeling, regenerative medicine, and drug discovery. We discuss four topics that exemplify applications of computation to stem cell biology: cell typing, lineage tracing, trajectory inference, and regulatory networks. We use these examples to articulate principles that have guided computational biology broadly and call for renewed attention to these principles as computation becomes increasingly important in stem cell biology. We also discuss important challenges for this field with the hope that it will inspire more to join this exciting area.
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- 2021
28. SARS-CoV-2 infection and replication in human gastric organoids
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Hans Clevers, Camilla Luni, Giovanni Giuseppe Giobbe, Anna Manfredi, Lucio Di Filippo, Matteo Pagliari, Vivian S. W. Li, Brendan C. Jones, Paolo De Coppi, Hannah T. Stuart, Francesco Bonfante, Valentina Panzarin, Nikhil Thapar, Alessio Bortolami, Onelia Gagliano, Silvia Perin, Alessandro Filippo Pellegata, Georg A. Busslinger, Davide Cacchiarelli, Elisa Zambaiti, Cecilia Laterza, Simon Eaton, Eva Mazzetto, Chiara Colantuono, Nicola Elvassore, Giobbe, Giovanni Giuseppe, Bonfante, Francesco, Jones, Brendan C., Gagliano, Onelia, Luni, Camilla, Zambaiti, Elisa, Perin, Silvia, Laterza, Cecilia, Busslinger, Georg, Stuart, Hannah, Pagliari, Matteo, Bortolami, Alessio, Mazzetto, Eva, Manfredi, Anna, Colantuono, Chiara, Di Filippo, Lucio, Pellegata, Alessandro Filippo, Panzarin, Valentina, Thapar, Nikhil, Li, Vivian Sze Wing, Eaton, Simon, Cacchiarelli, Davide, Clevers, Han, Elvassore, Nicola, De Coppi, Paolo, Giobbe, G. G., Bonfante, F., Jones, B. C., Gagliano, O., Luni, C., Zambaiti, E., Perin, S., Laterza, C., Busslinger, G., Stuart, H., Pagliari, M., Bortolami, A., Mazzetto, E., Manfredi, A., Colantuono, C., Di Filippo, L., Pellegata, A. F., Panzarin, V., Thapar, N., Li, V. S. W., Eaton, S., Cacchiarelli, D., Clevers, H., Elvassore, N., De Coppi, P., and Hubrecht Institute for Developmental Biology and Stem Cell Research
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Organoid ,Virus Replication/physiology ,General Physics and Astronomy ,Aborted Fetu ,CHILDREN ,organoid, stomach, gastric epithelium, COVID, transcriptomic ,Virus Replication ,Transcriptome ,0302 clinical medicine ,Interferon ,Chlorocebus aethiops ,Gastrointestinal models ,Intestinal Mucosa ,CYTOSCAPE ,Child ,Adult stem cells ,0303 health sciences ,Multidisciplinary ,Stomach ,SARS-CoV-2/isolation & purification ,digestive, oral, and skin physiology ,food and beverages ,EXPANSION ,Stomach/pathology ,Middle Aged ,3. Good health ,Multidisciplinary Sciences ,Organoids ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Child, Preschool ,Aborted Fetus ,Science & Technology - Other Topics ,STEM-CELLS ,medicine.drug ,Human ,Science ,Biology ,Chlorocebus aethiop ,General Biochemistry, Genetics and Molecular Biology ,Virus ,Article ,Cell Line ,03 medical and health sciences ,COVID-19/pathology ,medicine ,Animals ,Humans ,Viral shedding ,Aged ,COVID-19 ,Infant ,SARS-CoV-2 ,Preschool ,030304 developmental biology ,Fetus ,Science & Technology ,Intestinal Mucosa/pathology ,Animal ,General Chemistry ,MODEL ,Organoids/pathology ,Viral replication ,Viral infection ,Immunology ,RNA - Abstract
COVID-19 typically manifests as a respiratory illness, but several clinical reports have described gastrointestinal symptoms. This is particularly true in children in whom gastrointestinal symptoms are frequent and viral shedding outlasts viral clearance from the respiratory system. These observations raise the question of whether the virus can replicate within the stomach. Here we generate gastric organoids from fetal, pediatric, and adult biopsies as in vitro models of SARS-CoV-2 infection. To facilitate infection, we induce reverse polarity in the gastric organoids. We find that the pediatric and late fetal gastric organoids are susceptible to infection with SARS-CoV-2, while viral replication is significantly lower in undifferentiated organoids of early fetal and adult origin. We demonstrate that adult gastric organoids are more susceptible to infection following differentiation. We perform transcriptomic analysis to reveal a moderate innate antiviral response and a lack of differentially expressed genes belonging to the interferon family. Collectively, we show that the virus can efficiently infect the gastric epithelium, suggesting that the stomach might have an active role in fecal-oral SARS-CoV-2 transmission., Several clinical reports have described gastrointestinal symptoms for COVID-19, though whether the virus can replicate within the stomach remains unclear. Here the authors generate gastric organoids from human biopsies and show that the virus can efficiently infect gastric epithelium, suggesting that the stomach might have an active role in fecal-oral transmission.
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- 2021
29. Single-Cell RNA Sequencing Analysis: A Step-by-Step Overview
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Francesco Panariello, Davide Cacchiarelli, Shaked Slovin, Gennaro Gambardella, Annamaria Carissimo, Valentina Bouché, Antonio M. Grimaldi, Slovin, S., Carissimo, A., Panariello, F., Grimaldi, A., Bouche, V., Gambardella, G., and Cacchiarelli, D.
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Standardization ,Computer science ,Population ,Genomics ,Field (computer science) ,Clustering ,03 medical and health sciences ,0302 clinical medicine ,education ,Cluster analysis ,Data analysis tutorial ,Single-cell RNA-seq ,030304 developmental biology ,0303 health sciences ,education.field_of_study ,Biological data ,business.industry ,Computational pipeline ,gf-icf ,Data science ,Monocle ,Workflow ,Analytics ,Seurat ,Scanpy ,Experimental workflow ,business ,030217 neurology & neurosurgery - Abstract
Thanks to innovative sample-preparation and sequencing technologies, gene expression in individual cells can now be measured for thousands of cells in a single experiment. Since its introduction, single-cell RNA sequencing (scRNA-seq) approaches have revolutionized the genomics field as they created unprecedented opportunities for resolving cell heterogeneity by exploring gene expression profiles at a single-cell resolution. However, the rapidly evolving field of scRNA-seq invoked the emergence of various analytics approaches aimed to maximize the full potential of this novel strategy. Unlike population-based RNA sequencing approaches, scRNA seq necessitates comprehensive computational tools to address high data complexity and keep up with the emerging single-cell associated challenges. Despite the vast number of analytical methods, a universal standardization is lacking. While this reflects the fields’ immaturity, it may also encumber a newcomer to blend in. In this review, we aim to bridge over the abovementioned hurdle and propose four ready-to-use pipelines for scRNA-seq analysis easily accessible by a newcomer, that could fit various biological data types. Here we provide an overview of the currently available single-cell technologies for cell isolation and library preparation and a step by step guide that covers the entire canonical analytic workflow to analyse scRNA-seq data including read mapping, quality controls, gene expression quantification, normalization, feature selection, dimensionality reduction, and cell clustering useful for trajectory inference and differential expression. Such workflow guidelines will escort novices as well as expert users in the analysis of complex scRNA-seq datasets, thus further expanding the research potential of single-cell approaches in basic science, and envisaging its future implementation as best practice in the field.
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- 2021
30. Automatic identification of small molecules that promote cell conversion and reprogramming
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Antonella Iuliano, Akira Hasegawa, Xin Gao, Patrizia Annunziata, Davide Cacchiarelli, Diego di Bernardo, Erik Arner, Francesco Napolitano, Diego L. Medina, Sara Napolitano, Takeya Kasukawa, Melissa Cardon, Lorenzo Vaccaro, Luca Giorgio Wanderlingh, Trisevgeni Rapakoulia, Napolitano, F., Rapakoulia, T., Annunziata, P., Hasegawa, A., Cardon, M., Napolitano, S., Vaccaro, L., Iuliano, A., Wanderlingh, L. G., Kasukawa, T., Medina Sanabria Diego, Luis., Cacchiarelli, D., Gao, X., di Bernardo, D., and Arner, E.
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0301 basic medicine ,Resource ,Cell type ,In silico ,Induced Pluripotent Stem Cells ,Cell ,cell conversion ,Context (language use) ,Computational biology ,Cell fate determination ,Biology ,Biochemistry ,Regenerative medicine ,Small Molecule Libraries ,Automation ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Genetics ,medicine ,Animals ,Cluster Analysis ,030304 developmental biology ,0303 health sciences ,bioinformatic ,Drug discovery ,Transdifferentiation ,Reproducibility of Results ,reprogramming ,Cell Biology ,bioinformatics ,Cellular Reprogramming ,Small molecule ,3. Good health ,small molecules ,030104 developmental biology ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Reprogramming ,030217 neurology & neurosurgery ,Algorithms ,Developmental Biology - Abstract
Summary Controlling cell fate has great potential for regenerative medicine, drug discovery, and basic research. Although transcription factors are able to promote cell reprogramming and transdifferentiation, methods based on their upregulation often show low efficiency. Small molecules that can facilitate conversion between cell types can ameliorate this problem working through safe, rapid, and reversible mechanisms. Here, we present DECCODE, an unbiased computational method for identification of such molecules based on transcriptional data. DECCODE matches a large collection of drug-induced profiles for drug treatments against a large dataset of primary cell transcriptional profiles to identify drugs that either alone or in combination enhance cell reprogramming and cell conversion. Extensive validation in the context of human induced pluripotent stem cells shows that DECCODE is able to prioritize drugs and drug combinations enhancing cell reprogramming. We also provide predictions for cell conversion with single drugs and drug combinations for 145 different cell types., Graphical abstract, Highlights • DECCODE method for identification of drugs that promote cell conversion • Predicts drugs that alone or in combination increase reprogramming efficiency • Validated for reprogramming of human fibroblast to hiPSCs • Treatment suggestions provided for 145 target cell types, In this article, Napolitano, Rapakoulia, and colleagues present DECCODE, a method for automatic identification of drugs that alone or in combination promote cell conversion and reprogramming. They validate the method for reprogramming of human fibroblasts to induced pluripotent stem cells (hiPSCs), and provide predicted treatments for conversion to 145 target cell types.
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- 2020
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31. Integrative biology studies in pluripotent stem cells
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Derk ten Berge, Miha Modic, Davide Cacchiarelli, Modic, M., Cacchiarelli, D., ten Berge, D., and Cell biology
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Pluripotent Stem Cells ,Integrative Medicine ,MEDLINE ,Cell Differentiation ,Cell Biology ,General Medicine ,Computational biology ,Biology ,lcsh:Biology (General) ,Animals ,Humans ,Integrative biology ,Induced pluripotent stem cell ,lcsh:QH301-705.5 ,Developmental Biology - Published
- 2020
32. Cross-Regulation between TDP-43 and Paraspeckles Promotes Pluripotency-Differentiation Transition
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Juliane Merl-Pham, Tjasa Lepko, Tomohiro Yamazaki, Jernej Ule, Flora C.Y. Lee, Alexander Meissner, Stefanie M. Hauck, Gregor Rot, Michael Z. Palo, Boris Rogelj, Tetsuro Hirose, Micha Drukker, Ejona Rusha, Silvia Schirge, Miha Modic, Davide Cacchiarelli, Dmitry Shaposhnikov, Markus Grosch, Heiko Lickert, Christian von Mering, Modic, M., Grosch, M., Rot, G., Schirge, S., Lepko, T., Yamazaki, T., Lee, F. C. Y., Rusha, E., Shaposhnikov, D., Palo, M., Merl-Pham, J., Cacchiarelli, D., Rogelj, B., Hauck, S. M., von Mering, C., Meissner, A., Lickert, H., Hirose, T., Ule, J., and Drukker, M.
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Gene isoform ,Pluripotent Stem Cells ,Polyadenylation ,Cellular differentiation ,DNA-Binding Protein ,Biology ,Cell fate determination ,Article ,03 medical and health sciences ,Mice ,0302 clinical medicine ,SOX2 ,Compartment (development) ,Animals ,Humans ,Cell Nucleu ,Molecular Biology ,030304 developmental biology ,Cell Nucleus ,0303 health sciences ,Pluripotent Stem Cell ,Animal ,RNA-Binding Proteins ,Mouse Embryonic Stem Cells ,Cell Differentiation ,MicroRNA ,Mouse Embryonic Stem Cell ,Cell Biology ,Embryonic stem cell ,Paraspeckles ,Cell biology ,DNA-Binding Proteins ,MicroRNAs ,RNA, Long Noncoding ,030217 neurology & neurosurgery ,Human - Abstract
Summary RNA-binding proteins (RBPs) and long non-coding RNAs (lncRNAs) are key regulators of gene expression, but their joint functions in coordinating cell fate decisions are poorly understood. Here we show that the expression and activity of the RBP TDP-43 and the long isoform of the lncRNA Neat1, the scaffold of the nuclear compartment “paraspeckles,” are reciprocal in pluripotent and differentiated cells because of their cross-regulation. In pluripotent cells, TDP-43 represses the formation of paraspeckles by enhancing the polyadenylated short isoform of Neat1. TDP-43 also promotes pluripotency by regulating alternative polyadenylation of transcripts encoding pluripotency factors, including Sox2, which partially protects its 3′ UTR from miR-21-mediated degradation. Conversely, paraspeckles sequester TDP-43 and other RBPs from mRNAs and promote exit from pluripotency and embryonic patterning in the mouse. We demonstrate that cross-regulation between TDP-43 and Neat1 is essential for their efficient regulation of a broad network of genes and, therefore, of pluripotency and differentiation., Graphical Abstract, Highlights • TDP-43 maintains pluripotency by regulating expression of pluripotency factors • TDP-43 represses formation of paraspeckles in ESCs by regulating Neat1 • The paraspeckle-inducing isoform of Neat1 promotes differentiation of ESCs and embryos • Cross-regulation between TDP-43 and Neat1 enhances pluripotency-differentiation axis, Modic et al. uncover opposing roles of TDP-43 and paraspeckles in pluripotency and differentiation that are further enhanced by their cross-regulation. TDP-43 represses paraspeckles through processing of the scaffolding lncRNA Neat1, whereas paraspeckles partially sequester TDP-43. This reciprocal relationship promotes coordinated changes in alternative polyadenylation essential for efficient exit from pluripotency.
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- 2019
33. Integrated Genomics Identifies miR-181/TFAM Pathway as a Critical Driver of Drug Resistance in Melanoma
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Romina D’Alterio, Anna Barbato, Gabriele Madonna, Annapina Russo, Mariaelena Capone, Giulia Russo, Pietro Carotenuto, Sara Riccardo, Alessia Indrieri, Rossella De Cegli, Filomena Massa, Paolo A. Ascierto, Brunella Franco, Sabrina Carrella, Antonella Iuliano, Davide Cacchiarelli, Massimiliano Salati, Mariagrazia Volpe, Simona Brillante, Barbato, A., Iuliano, A., Volpe, M., D'Alterio, R., Brillante, S., Massa, F., De Cegli, R., Carrella, S., Salati, M., Russo, A., Russo, G., Riccardo, S., Cacchiarelli, D., Capone, M., Madonna, G., Ascierto, P. A., Franco, B., Indrieri, A., and Carotenuto, P.
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Male ,0301 basic medicine ,Drug resistance ,lcsh:Chemistry ,0302 clinical medicine ,RNA, Neoplasm ,cancer resistance ,lcsh:QH301-705.5 ,Melanoma ,TFAM ,Spectroscopy ,microRNA ,Dabrafenib ,BRAF inhibitors ,Genomics ,General Medicine ,Transfection ,Neoplasm Proteins ,Computer Science Applications ,mitochondria ,DNA-Binding Proteins ,Gene Expression Regulation, Neoplastic ,030220 oncology & carcinogenesis ,Biomarker (medicine) ,Female ,medicine.drug ,BRAF inhibitor ,Biology ,Article ,Catalysis ,Mitochondrial Proteins ,Inorganic Chemistry ,03 medical and health sciences ,Cell Line, Tumor ,medicine ,Humans ,Physical and Theoretical Chemistry ,neoplasms ,Molecular Biology ,target therapy ,Organic Chemistry ,biomarkers ,Biomarker ,medicine.disease ,MicroRNAs ,030104 developmental biology ,lcsh:Biology (General) ,lcsh:QD1-999 ,miR-181 ,Drug Resistance, Neoplasm ,Cell culture ,Cancer research ,Transcription Factors - Abstract
MicroRNAs (miRNAs) are attractive therapeutic targets and promising candidates as molecular biomarkers for various therapy-resistant tumors. However, the association between miRNAs and drug resistance in melanoma remains to be elucidated. We used an integrative genomic analysis to comprehensively study the miRNA expression profiles of drug-resistant melanoma patients and cell lines. MicroRNA-181a and -181b (miR181a/b) were identified as the most significantly down-regulated miRNAs in resistant melanoma patients and cell lines. Re-establishment of miR-181a/b expression reverses the resistance of melanoma cells to the BRAF inhibitor dabrafenib. Introduction of miR-181 mimics markedly decreases the expression of TFAM in A375 melanoma cells resistant to BRAF inhibitors. Furthermore, melanoma growth was inhibited in A375 and M14 resistant melanoma cells transfected with miR-181a/b mimics, while miR-181a/b depletion enhanced resistance in sensitive cell lines. Collectively, our study demonstrated that miR-181a/b could reverse the resistance to BRAF inhibitors in dabrafenib resistant melanoma cell lines. In addition, miR-181a and -181b are strongly down-regulated in tumor samples from patients before and after the development of resistance to targeted therapies. Finally, melanoma tissues with high miR-181a and -181b expression presented favorable outcomes in terms of Progression Free Survival, suggesting that miR-181 is a clinically relevant candidate for therapeutic development or biomarker-based therapy selection.
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- 2021
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34. Heterozygous variants disrupting the interaction of ERF with activated ERK1/2 cause microcephaly, developmental delay, and skeletal anomalies.
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Micale L, Vourlia A, Fusco C, Pracella R, Karagiannis DC, Nardella G, Vaccaro L, Leone MP, Gramazio A, Dentici ML, Aiello C, Novelli A, Xenou L, Sui Y, Eichler EE, Cacchiarelli D, Mavrothalassitis G, and Castori M
- Abstract
Heterozygous deleterious null alleles and specific missense variants in the DNA-binding domain of the ETS2 repressor factor (ERF) cause craniosynostosis, while the recurrent p.(Tyr89Cys) missense variant is associated with Chitayat syndrome. Exome and whole transcriptome sequencing revealed the ERF de novo in-frame indel c.911_913del selectively removing the serine of the FSF motif, which interacts with the extracellular signal-regulated kinases (ERKs), in a 10-year-old girl with microcephaly, multiple congenital joint dislocations, generalized joint hypermobility, and Pierre-Robin sequence. Three additional cases with developmental delay variably associated with microcephaly, Pierre-Robin sequence and minor skeletal anomalies were detected carrying heterozygous de novo non-truncating alleles (two with c.911_913del and one with the missense c.907 T > A change) in the same FSF motif. Protein affinity maps, co-immunoprecipitation experiments and subcellular distribution showed that both the variants impair the interaction between ERF and activated ERK1/2 and increase ERF nuclear localization, affecting ERF repressor activity that may lead to developmental defects. Our work expands the phenotypic spectrum of ERF-related disorders to a pleiotropic condition with microcephaly, developmental delay and skeletal anomalies, that we termed MIDES syndrome, and adds to the understanding of the relevance of the ERF-ERK interaction in human development and disease., Competing Interests: Competing interests: All authors declare that there is no conflict of interest concerning this work. DC is founder, shareholder, and consultant of NEGEDIA S.r.l. Ethics approval: This study is in accordance with the 1984 Helsinki declaration and subsequent revisions, and received IRB approval at Fondazione IRCCS-Casa Sollievo della Sofferenza (approval no. 2023/45/CE). All patients provided written informed consent for participation in this study and publication of molecular and clinical data., (© 2024. The Author(s), under exclusive licence to European Society of Human Genetics.)
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- 2024
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35. Excitatory Cortical Neurons from CDKL5 Deficiency Disorder Patient-Derived Organoids Show Early Hyperexcitability Not Identified in Neurogenin2 Induced Neurons.
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Glass MR, Whye D, Anderson NC, Wood D, Makhortova NR, Polanco T, Kim KH, Donovan KE, Vaccaro L, Jain A, Cacchiarelli D, Sun L, Olson H, Buttermore ED, and Sahin M
- Abstract
CDKL5 deficiency disorder (CDD) is a rare developmental and epileptic encephalopathy resulting from variants in cyclin-dependent kinase-like 5 (CDKL5) that lead to impaired kinase activity or loss of function. CDD is one of the most common genetic etiologies identified in epilepsy cohorts. To study how CDKL5 variants impact human neuronal activity, gene expression and morphology, CDD patient-derived induced pluripotent stem cells and their isogenic controls were differentiated into excitatory neurons using either an NGN2 induction protocol or a guided cortical organoid differentiation. Patient-derived neurons from both differentiation paradigms had decreased phosphorylated EB2, a known molecular target of CDKL5. Induced neurons showed no detectable differences between cases and isogenic controls in network activity using a multielectrode array, or in MAP2+ neurite length, and only two genes were differentially expressed. However, patient-derived neurons from the organoid differentiation showed increased synchrony and weighted mean firing rate on the multielectrode array within the first month of network maturation. CDD patient-derived cortical neurons had lower expression of CDKL5 and HS3ST1, which may change the extracellular matrix around the synapse and contribute to hyperexcitability. Similar to the induced neurons, there were no differences in neurite length across or within patient-control cell lines. Induced neurons have poor cortical specification while the organoid derived neurons expressed cortical markers, suggesting that the changes in neuronal excitability and gene expression are specific to cortical excitatory neurons. Examining molecular mechanisms of early hyperexcitability in cortical neurons is a promising avenue for identification of CDD therapeutics.
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- 2024
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36. TFEB controls syncytiotrophoblast formation and hormone production in placenta.
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Cesana M, Tufano G, Panariello F, Zampelli N, Soldati C, Mutarelli M, Montefusco S, Grieco G, Sepe LV, Rossi B, Nusco E, Rossignoli G, Panebianco G, Merciai F, Salviati E, Sommella EM, Campiglia P, Martello G, Cacchiarelli D, Medina DL, and Ballabio A
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- Animals, Female, Pregnancy, Mice, Mice, Knockout, Humans, Placentation, Estradiol metabolism, Trophoblasts metabolism, Trophoblasts cytology, Basic Helix-Loop-Helix Leucine Zipper Transcription Factors metabolism, Basic Helix-Loop-Helix Leucine Zipper Transcription Factors genetics, Placenta metabolism
- Abstract
TFEB, a bHLH-leucine zipper transcription factor belonging to the MiT/TFE family, globally modulates cell metabolism by regulating autophagy and lysosomal functions. Remarkably, loss of TFEB in mice causes embryonic lethality due to severe defects in placentation associated with aberrant vascularization and resulting hypoxia. However, the molecular mechanism underlying this phenotype has remained elusive. By integrating in vivo analyses with multi-omics approaches and functional assays, we have uncovered an unprecedented function for TFEB in promoting the formation of a functional syncytiotrophoblast in the placenta. Our findings demonstrate that constitutive loss of TFEB in knock-out mice is associated with defective formation of the syncytiotrophoblast layer. Indeed, using in vitro models of syncytialization, we demonstrated that TFEB translocates into the nucleus during syncytiotrophoblast formation and binds to the promoters of crucial placental genes, including genes encoding fusogenic proteins (Syncytin-1 and Syncytin-2) and enzymes involved in steroidogenic pathways, such as CYP19A1, the rate-limiting enzyme for the synthesis of 17β-Estradiol (E2). Conversely, TFEB depletion impairs both syncytial fusion and endocrine properties of syncytiotrophoblast, as demonstrated by a significant decrease in the secretion of placental hormones and E2 production. Notably, restoration of TFEB expression resets syncytiotrophoblast identity. Our findings identify that TFEB controls placental development and function by orchestrating both the transcriptional program underlying trophoblast fusion and the acquisition of endocrine function, which are crucial for the bioenergetic requirements of embryonic development., (© 2024. The Author(s).)
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- 2024
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37. Quinoin, type 1 ribosome inactivating protein alters SARS-CoV-2 viral replication organelle restricting viral replication and spread.
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Tiano SML, Landi N, Marano V, Ragucci S, Bianco G, Cacchiarelli D, Swuec P, Silva M, De Cegli R, Sacco F, Di Maro A, and Cortese M
- Abstract
SARS-CoV-2 pandemic clearly demonstrated the lack of preparation against novel and emerging viral diseases. This prompted an enormous effort to identify antivirals to curb viral spread and counteract future pandemics. Ribosome Inactivating Proteins (RIPs) and Ribotoxin-Like Proteins (RL-Ps) are toxin enzymes isolated from edible plants and mushrooms, both able to inactivate protein biosynthesis. In the present study, we combined imaging analyses, transcriptomic and proteomic profiling to deeper investigate the spectrum of antiviral activity of quinoin, type 1 RIP from quinoa seeds. Here, we show that RIPs, but not RL-Ps, act on a post-entry step and impair SARS-CoV-2 replication, potentially by direct degradation of viral RNA. Interestingly, the inhibitory activity of quinoin was conserved also against other members of the Coronaviridae family suggesting a broader antiviral effect. The integration of mass spectrometry (MS)-based proteomics with transcriptomics, provided a comprehensive picture of the quinoin dependent remodeling of crucial biological processes, highlighting an unexpected impact on lipid metabolism. Thus, direct and indirect mechanisms can contribute to the inhibitory mechanism of quinoin, making RIPs family a promising candidate not only for their antiviral activity, but also as an effective tool to better understand the cellular functions and factors required during SARS-CoV-2 replication., Competing Interests: Declaration of competing interest Davide Cacchiarelli is founder, shareholder, and consultant of NEGEDIA S.r.l. The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2024
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38. Identification of druggable host dependency factors shared by multiple SARS-CoV-2 variants of concern.
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Frasson I, Diamante L, Zangrossi M, Carbognin E, Pietà AD, Penna A, Rosato A, Verin R, Torrigiani F, Salata C, Dizanzo MP, Vaccaro L, Cacchiarelli D, Richter SN, Montagner M, and Martello G
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- Humans, Animals, Mice, COVID-19 Drug Treatment, Reactive Oxygen Species metabolism, Chlorocebus aethiops, Acetylcysteine pharmacology, Vero Cells, Host-Pathogen Interactions genetics, Host-Pathogen Interactions drug effects, Drug Repositioning, Mutation genetics, SARS-CoV-2 genetics, SARS-CoV-2 drug effects, SARS-CoV-2 physiology, SARS-CoV-2 metabolism, Virus Replication drug effects, COVID-19 virology, Antiviral Agents pharmacology
- Abstract
The high mutation rate of SARS-CoV-2 leads to the emergence of multiple variants, some of which are resistant to vaccines and drugs targeting viral elements. Targeting host dependency factors, e.g. cellular proteins required for viral replication, would help prevent the development of resistance. However, it remains unclear whether different SARS-CoV-2 variants induce conserved cellular responses and exploit the same core host factors. To this end, we compared three variants of concern and found that the host transcriptional response was conserved, differing only in kinetics and magnitude. Clustered regularly interspaced short palindromic repeats screening identified host genes required for each variant during infection. Most of the genes were shared by multiple variants. We validated our hits with small molecules and repurposed the US Food and Drug Administration-approved drugs. All the drugs were highly active against all the tested variants, including new variants that emerged during the study (Delta and Omicron). Mechanistically, we identified reactive oxygen species production as a key step in early viral replication. Antioxidants such as N-acetyl cysteine (NAC) were effective against all the variants in both human lung cells and a humanized mouse model. Our study supports the use of available antioxidant drugs, such as NAC, as a general and effective anti-COVID-19 approach., (© The Author(s) (2024). Published by Oxford University Press on behalf of Journal of Molecular Cell Biology, CEMCS, CAS.)
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- 2024
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39. Covid-19 in cystic fibrosis patients compared to the general population: Severity and virus-host cell interactions.
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Ciciriello F, Panariello F, Medino P, Biffi A, Alghisi F, Rosazza C, Annunziata P, Bouchè V, Grimaldi A, Guidone D, Venturini A, Alicandro G, Oggioni M, Cerino P, Paiola G, Gramegna A, Fiocchi A, Bandera A, Lucidi V, Cacchiarelli D, Galietta LJV, and Colombo C
- Subjects
- Humans, Male, Female, Adult, Adolescent, Young Adult, Host-Pathogen Interactions, Cystic Fibrosis virology, COVID-19, SARS-CoV-2, Severity of Illness Index
- Abstract
Background: People with cystic fibrosis (pwCF) are considered at risk of developing severe forms of respiratory viral infections. We studied the consequences of COVID-19 and virus-host cell interactions in CF vs. non-CF individuals., Methods: We enrolled CF and non-CF individuals, with /without COVID-like symptoms, who underwent nasopharyngeal swab for detection of SARS-CoV-2. Gene expression was evaluated by RNA sequencing on the same nasopharyngeal swabs. Criteria for COVID-19 severity were hospitalization and requirement or increased need of oxygen therapy., Results: The study included 171 patients (65 pwCF and 106 non-CF individuals). Among them, 10 pwCF (15.4 %) and 43 people without CF (40.6 %) tested positive at RT-PCR. Symptomatic infections were observed in 8 pwCF (with 2 requiring hospitalization) and in 11 individuals without CF (6 requiring hospitalization). Host transcriptomic analysis revealed that genes involved in protein translation, particularly ribosomal components, were downregulated in CF samples irrespective of SARS-CoV-2 status. In SARS-CoV-2 negative individuals, we found a significant difference in genes involved with motile cilia expression and function, which were upregulated in CF samples. Pathway enrichment analysis indicated that interferon signaling in response to SARS-CoV-2 infection was upregulated in both pwCF and non-CF subjects., Conclusions: COVID-19 does not seem to be more severe in CF, possibly due to factors intrinsic to this population: the lower expression of ribosomal genes may downregulate the protein translation machinery, thus creating an unfavorable environment for viral replication., Competing Interests: Declaration of competing interest Davide Cacchiarelli is the founder, shareholder, and consultant of NEGEDIA (Next Generation Diagnostic srl). Patrizia Annunziata is an employee of NEGEDIA. All other authors have no conflicts of interest. Luis J.V. Galietta on behalf of all authors, (Copyright © 2024. Published by Elsevier B.V.)
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- 2024
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40. Combined exome and whole transcriptome sequencing identifies a de novo intronic SRCAP variant causing DEHMBA syndrome with severe sleep disorder.
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Morlino S, Vaccaro L, Leone MP, Nardella G, Bisceglia L, Ortore RP, Verzicco G, Cassano L, Castori M, Cacchiarelli D, and Micale L
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- Humans, Male, Adolescent, Introns genetics, Exome genetics, Muscle Hypotonia genetics, Developmental Disabilities genetics, Developmental Disabilities pathology, Transcriptome genetics, Abnormalities, Multiple genetics, Sleep Wake Disorders genetics, Sleep Apnea, Obstructive genetics, Heterozygote, Exome Sequencing
- Abstract
Rare heterozygous variants in exons 33-34 of the SRCAP gene are associated with Floating-Harbor syndrome and have a dominant-negative mechanism of action. At variance, heterozygous null alleles falling in other parts of the same gene cause developmental delay, hypotonia, musculoskeletal defects, and behavioral abnormalities (DEHMBA) syndrome. We report an 18-year-old man with DEHMBA syndrome and obstructive sleep apnea, who underwent exome sequencing (ES) and whole transcriptome sequencing (WTS) on peripheral blood. Trio analysis prioritized the de novo heterozygous c.5658+5 G > A variant. WTS promptly demostrated four different abnormal transcripts affecting >40% of the reads, three of which leading to a frameshift. This study demonstrated the efficacy of a combined ES-WTS approach in solving undiagnosed cases. We also speculated that sleep respiratory disorder may be an underdiagnosed complication of DEHMBA syndrome., (© 2024. The Author(s), under exclusive licence to The Japan Society of Human Genetics.)
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- 2024
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41. A case of T-cell acute lymphoblastic leukemia in retroviral gene therapy for ADA-SCID.
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Cesana D, Cicalese MP, Calabria A, Merli P, Caruso R, Volpin M, Rudilosso L, Migliavacca M, Barzaghi F, Fossati C, Gazzo F, Pizzi S, Ciolfi A, Bruselles A, Tucci F, Spinozzi G, Pais G, Benedicenti F, Barcella M, Merelli I, Gallina P, Giannelli S, Dionisio F, Scala S, Casiraghi M, Strocchio L, Vinti L, Pacillo L, Draghi E, Cesana M, Riccardo S, Colantuono C, Six E, Cavazzana M, Carlucci F, Schmidt M, Cancrini C, Ciceri F, Vago L, Cacchiarelli D, Gentner B, Naldini L, Tartaglia M, Montini E, Locatelli F, and Aiuti A
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- Humans, Male, Retroviridae genetics, Adenosine Deaminase deficiency, Adenosine Deaminase genetics, Genetic Therapy methods, Precursor T-Cell Lymphoblastic Leukemia-Lymphoma therapy, Precursor T-Cell Lymphoblastic Leukemia-Lymphoma genetics, Proto-Oncogene Mas, Severe Combined Immunodeficiency therapy, Severe Combined Immunodeficiency genetics, Genetic Vectors genetics, Hematopoietic Stem Cell Transplantation, Agammaglobulinemia therapy, Agammaglobulinemia genetics
- Abstract
Hematopoietic stem cell gene therapy (GT) using a γ-retroviral vector (γ-RV) is an effective treatment for Severe Combined Immunodeficiency due to Adenosine Deaminase deficiency. Here, we describe a case of GT-related T-cell acute lymphoblastic leukemia (T-ALL) that developed 4.7 years after treatment. The patient underwent chemotherapy and haploidentical transplantation and is currently in remission. Blast cells contain a single vector insertion activating the LIM-only protein 2 (LMO2) proto-oncogene, confirmed by physical interaction, and low Adenosine Deaminase (ADA) activity resulting from methylation of viral promoter. The insertion is detected years before T-ALL in multiple lineages, suggesting that further hits occurred in a thymic progenitor. Blast cells contain known and novel somatic mutations as well as germline mutations which may have contributed to transformation. Before T-ALL onset, the insertion profile is similar to those of other ADA-deficient patients. The limited incidence of vector-related adverse events in ADA-deficiency compared to other γ-RV GT trials could be explained by differences in transgenes, background disease and patient's specific factors., (© 2024. The Author(s).)
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- 2024
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42. Single-cell guided prenatal derivation of primary fetal epithelial organoids from human amniotic and tracheal fluids.
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Gerli MFM, Calà G, Beesley MA, Sina B, Tullie L, Sun KY, Panariello F, Michielin F, Davidson JR, Russo FM, Jones BC, Lee DDH, Savvidis S, Xenakis T, Simcock IC, Straatman-Iwanowska AA, Hirst RA, David AL, O'Callaghan C, Olivo A, Eaton S, Loukogeorgakis SP, Cacchiarelli D, Deprest J, Li VSW, Giobbe GG, and De Coppi P
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- Pregnancy, Female, Humans, Amniotic Fluid metabolism, Prenatal Care, Lung metabolism, Organoids metabolism, Hernias, Diaphragmatic, Congenital metabolism
- Abstract
Isolation of tissue-specific fetal stem cells and derivation of primary organoids is limited to samples obtained from termination of pregnancies, hampering prenatal investigation of fetal development and congenital diseases. Therefore, new patient-specific in vitro models are needed. To this aim, isolation and expansion of fetal stem cells during pregnancy, without the need for tissue samples or reprogramming, would be advantageous. Amniotic fluid (AF) is a source of cells from multiple developing organs. Using single-cell analysis, we characterized the cellular identities present in human AF. We identified and isolated viable epithelial stem/progenitor cells of fetal gastrointestinal, renal and pulmonary origin. Upon culture, these cells formed clonal epithelial organoids, manifesting small intestine, kidney tubule and lung identity. AF organoids exhibit transcriptomic, protein expression and functional features of their tissue of origin. With relevance for prenatal disease modeling, we derived lung organoids from AF and tracheal fluid cells of congenital diaphragmatic hernia fetuses, recapitulating some features of the disease. AF organoids are derived in a timeline compatible with prenatal intervention, potentially allowing investigation of therapeutic tools and regenerative medicine strategies personalized to the fetus at clinically relevant developmental stages., (© 2024. The Author(s).)
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- 2024
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43. Polygenic risk for schizophrenia converges on alternative polyadenylation as molecular mechanism underlying synaptic impairment.
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Raabe FJ, Hausruckinger A, Gagliardi M, Ahmad R, Almeida V, Galinski S, Hoffmann A, Weigert L, Rummel CK, Murek V, Trastulla L, Jimenez-Barron L, Atella A, Maidl S, Menegaz D, Hauger B, Wagner EM, Gabellini N, Kauschat B, Riccardo S, Cesana M, Papiol S, Sportelli V, Rex-Haffner M, Stolte SJ, Wehr MC, Salcedo TO, Papazova I, Detera-Wadleigh S, McMahon FJ, Schmitt A, Falkai P, Hasan A, Cacchiarelli D, Dannlowski U, Nenadić I, Kircher T, Scheuss V, Eder M, Binder EB, Spengler D, Rossner MJ, and Ziller MJ
- Abstract
Schizophrenia (SCZ) is a genetically heterogenous psychiatric disorder of highly polygenic nature. Correlative evidence from genetic studies indicate that the aggregated effects of distinct genetic risk factor combinations found in each patient converge onto common molecular mechanisms. To prove this on a functional level, we employed a reductionistic cellular model system for polygenic risk by differentiating induced pluripotent stem cells (iPSCs) from 104 individuals with high polygenic risk load and controls into cortical glutamatergic neurons (iNs). Multi-omics profiling identified widespread differences in alternative polyadenylation (APA) in the 3' untranslated region of many synaptic transcripts between iNs from SCZ patients and healthy donors. On the cellular level, 3'APA was associated with a reduction in synaptic density of iNs. Importantly, differential APA was largely conserved between postmortem human prefrontal cortex from SCZ patients and healthy donors, and strongly enriched for transcripts related to synapse biology. 3'APA was highly correlated with SCZ polygenic risk and affected genes were significantly enriched for SCZ associated common genetic variation. Integrative functional genomic analysis identified the RNA binding protein and SCZ GWAS risk gene PTBP2 as a critical trans-acting factor mediating 3'APA of synaptic genes in SCZ subjects. Functional characterization of PTBP2 in iNs confirmed its key role in 3'APA of synaptic transcripts and regulation of synapse density. Jointly, our findings show that the aggregated effects of polygenic risk converge on 3'APA as one common molecular mechanism that underlies synaptic impairments in SCZ.
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- 2024
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44. TFEB and TFE3 control glucose homeostasis by regulating insulin gene expression.
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Pasquier A, Pastore N, D'Orsi L, Colonna R, Esposito A, Maffia V, De Cegli R, Mutarelli M, Ambrosio S, Tufano G, Grimaldi A, Cesana M, Cacchiarelli D, Delalleau N, Napolitano G, and Ballabio A
- Subjects
- Animals, Mice, Autophagy genetics, Gene Expression, Glucose, Lysosomes metabolism, Basic Helix-Loop-Helix Leucine Zipper Transcription Factors genetics, Basic Helix-Loop-Helix Leucine Zipper Transcription Factors metabolism, Insulin
- Abstract
To fulfill their function, pancreatic beta cells require precise nutrient-sensing mechanisms that control insulin production. Transcription factor EB (TFEB) and its homolog TFE3 have emerged as crucial regulators of the adaptive response of cell metabolism to environmental cues. Here, we show that TFEB and TFE3 regulate beta-cell function and insulin gene expression in response to variations in nutrient availability. We found that nutrient deprivation in beta cells promoted TFEB/TFE3 activation, which resulted in suppression of insulin gene expression. TFEB overexpression was sufficient to inhibit insulin transcription, whereas beta cells depleted of both TFEB and TFE3 failed to suppress insulin gene expression in response to amino acid deprivation. Interestingly, ChIP-seq analysis showed binding of TFEB to super-enhancer regions that regulate insulin transcription. Conditional, beta-cell-specific, Tfeb-overexpressing, and Tfeb/Tfe3 double-KO mice showed severe alteration of insulin transcription, secretion, and glucose tolerance, indicating that TFEB and TFE3 are important physiological mediators of pancreatic function. Our findings reveal a nutrient-controlled transcriptional mechanism that regulates insulin production, thus playing a key role in glucose homeostasis at both cellular and organismal levels., (© 2023 The Authors. Published under the terms of the CC BY 4.0 license.)
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- 2023
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45. Multi-omic approach characterises the neuroprotective role of retromer in regulating lysosomal health.
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Daly JL, Danson CM, Lewis PA, Zhao L, Riccardo S, Di Filippo L, Cacchiarelli D, Lee D, Cross SJ, Heesom KJ, Xiong WC, Ballabio A, Edgar JR, and Cullen PJ
- Subjects
- Humans, Proteome metabolism, Proteomics, Endosomes metabolism, Protein Transport physiology, Lysosomes metabolism, Neuroprotection, Multiomics
- Abstract
Retromer controls cellular homeostasis through regulating integral membrane protein sorting and transport and by controlling maturation of the endo-lysosomal network. Retromer dysfunction, which is linked to neurodegenerative disorders including Parkinson's and Alzheimer's diseases, manifests in complex cellular phenotypes, though the precise nature of this dysfunction, and its relation to neurodegeneration, remain unclear. Here, we perform an integrated multi-omics approach to provide precise insight into the impact of Retromer dysfunction on endo-lysosomal health and homeostasis within a human neuroglioma cell model. We quantify widespread changes to the lysosomal proteome, indicative of broad lysosomal dysfunction and inefficient autophagic lysosome reformation, coupled with a reconfigured cell surface proteome and secretome reflective of increased lysosomal exocytosis. Through this global proteomic approach and parallel transcriptomic analysis, we provide a holistic view of Retromer function in regulating lysosomal homeostasis and emphasise its role in neuroprotection., (© 2023. The Author(s).)
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- 2023
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46. Cellular population dynamics shape the route to human pluripotency.
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Panariello F, Gagliano O, Luni C, Grimaldi A, Angiolillo S, Qin W, Manfredi A, Annunziata P, Slovin S, Vaccaro L, Riccardo S, Bouche V, Dionisi M, Salvi M, Martewicz S, Hu M, Cui M, Stuart H, Laterza C, Baruzzo G, Schiebinger G, Di Camillo B, Cacchiarelli D, and Elvassore N
- Subjects
- Humans, Cellular Reprogramming, Gene Expression Regulation, Transcription Factors genetics, Transcription Factors metabolism, Cells, Cultured, Induced Pluripotent Stem Cells metabolism
- Abstract
Human cellular reprogramming to induced pluripotency is still an inefficient process, which has hindered studying the role of critical intermediate stages. Here we take advantage of high efficiency reprogramming in microfluidics and temporal multi-omics to identify and resolve distinct sub-populations and their interactions. We perform secretome analysis and single-cell transcriptomics to show functional extrinsic pathways of protein communication between reprogramming sub-populations and the re-shaping of a permissive extracellular environment. We pinpoint the HGF/MET/STAT3 axis as a potent enhancer of reprogramming, which acts via HGF accumulation within the confined system of microfluidics, and in conventional dishes needs to be supplied exogenously to enhance efficiency. Our data suggest that human cellular reprogramming is a transcription factor-driven process that it is deeply dependent on extracellular context and cell population determinants., (© 2023. The Author(s).)
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- 2023
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47. Esrrb guides naive pluripotent cells through the formative transcriptional programme.
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Carbognin E, Carlini V, Panariello F, Chieregato M, Guerzoni E, Benvegnù D, Perrera V, Malucelli C, Cesana M, Grimaldi A, Mutarelli M, Carissimo A, Tannenbaum E, Kugler H, Hackett JA, Cacchiarelli D, and Martello G
- Subjects
- Mice, Animals, Cell Differentiation genetics, Germ Layers metabolism, Germ Cells metabolism, Receptors, Estrogen metabolism, Embryonic Stem Cells, Pluripotent Stem Cells metabolism
- Abstract
During embryonic development, naive pluripotent epiblast cells transit to a formative state. The formative epiblast cells form a polarized epithelium, exhibit distinct transcriptional and epigenetic profiles and acquire competence to differentiate into all somatic and germline lineages. However, we have limited understanding of how the transition to a formative state is molecularly controlled. Here we used murine embryonic stem cell models to show that ESRRB is both required and sufficient to activate formative genes. Genetic inactivation of Esrrb leads to illegitimate expression of mesendoderm and extra-embryonic markers, impaired formative expression and failure to self-organize in 3D. Functionally, this results in impaired ability to generate formative stem cells and primordial germ cells in the absence of Esrrb. Computational modelling and genomic analyses revealed that ESRRB occupies key formative genes in naive cells and throughout the formative state. In so doing, ESRRB kickstarts the formative transition, leading to timely and unbiased capacity for multi-lineage differentiation., (© 2023. The Author(s), under exclusive licence to Springer Nature Limited.)
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- 2023
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48. EGR1 drives cell proliferation by directly stimulating TFEB transcription in response to starvation.
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Cesana M, Tufano G, Panariello F, Zampelli N, Ambrosio S, De Cegli R, Mutarelli M, Vaccaro L, Ziller MJ, Cacchiarelli D, Medina DL, and Ballabio A
- Subjects
- Humans, Mechanistic Target of Rapamycin Complex 1 genetics, Mechanistic Target of Rapamycin Complex 1 metabolism, Cell Proliferation genetics, Early Growth Response Protein 1 genetics, Early Growth Response Protein 1 metabolism, Basic Helix-Loop-Helix Leucine Zipper Transcription Factors genetics, Basic Helix-Loop-Helix Leucine Zipper Transcription Factors metabolism, Autophagy genetics, Lysosomes metabolism
- Abstract
The stress-responsive transcription factor EB (TFEB) is a master controller of lysosomal biogenesis and autophagy and plays a major role in several cancer-associated diseases. TFEB is regulated at the posttranslational level by the nutrient-sensitive kinase complex mTORC1. However, little is known about the regulation of TFEB transcription. Here, through integrative genomic approaches, we identify the immediate-early gene EGR1 as a positive transcriptional regulator of TFEB expression in human cells and demonstrate that, in the absence of EGR1, TFEB-mediated transcriptional response to starvation is impaired. Remarkably, both genetic and pharmacological inhibition of EGR1, using the MEK1/2 inhibitor Trametinib, significantly reduced the proliferation of 2D and 3D cultures of cells displaying constitutive activation of TFEB, including those from a patient with Birt-Hogg-Dubé (BHD) syndrome, a TFEB-driven inherited cancer condition. Overall, we uncover an additional layer of TFEB regulation consisting in modulating its transcription via EGR1 and propose that interfering with the EGR1-TFEB axis may represent a therapeutic strategy to counteract constitutive TFEB activation in cancer-associated conditions., Competing Interests: I have read the journal’s policy and the authors of this manuscript have the following competing interests: A.B. is a cofounder of Casma Therapeutics and an advisory board member of Next Generation Diagnostic srl, Avilar Therapeutics and Coave Therapeutics. Davide Cacchiarelli is Co-Founder, Shareholder and Consultant of Next Generation Diagnostic srl., (Copyright: © 2023 Cesana et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2023
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49. 3D ECM-rich environment sustains the identity of naive human iPSCs.
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Cesare E, Urciuolo A, Stuart HT, Torchio E, Gesualdo A, Laterza C, Gagliano O, Martewicz S, Cui M, Manfredi A, Di Filippo L, Sabatelli P, Squarzoni S, Zorzan I, Betto RM, Martello G, Cacchiarelli D, Luni C, and Elvassore N
- Subjects
- Humans, Proteomics, Extracellular Matrix, Morphogenesis, Induced Pluripotent Stem Cells, Pluripotent Stem Cells
- Abstract
The establishment of in vitro naive human pluripotent stem cell cultures opened new perspectives for the study of early events in human development. The role of several transcription factors and signaling pathways have been characterized during maintenance of human naive pluripotency. However, little is known about the role exerted by the extracellular matrix (ECM) and its three-dimensional (3D) organization. Here, using an unbiased and integrated approach combining microfluidic cultures with transcriptional, proteomic, and secretome analyses, we found that naive, but not primed, hiPSC colonies are characterized by a self-organized ECM-rich microenvironment. Based on this, we developed a 3D culture system that supports robust long-term feeder-free self-renewal of naive hiPSCs and also allows direct and timely developmental morphogenesis simply by modulating the signaling environment. Our study opens new perspectives for future applications of naive hiPSCs to study critical stages of human development in 3D starting from a single cell., Competing Interests: Declaration of interests D.C. is founder, shareholder, and consultant of Next Generation Diagnostic srl. A.M. and L.D. are employees of Next Generation Diagnostic srl., (Copyright © 2022. Published by Elsevier Inc.)
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- 2022
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50. Improved SARS-CoV-2 sequencing surveillance allows the identification of new variants and signatures in infected patients.
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Grimaldi A, Panariello F, Annunziata P, Giuliano T, Daniele M, Pierri B, Colantuono C, Salvi M, Bouché V, Manfredi A, Cuomo MC, Di Concilio D, Tiberio C, Fiorenza M, Portella G, Cimmino I, Sorrentino A, Fusco G, Granata MR, Cerino P, Limone A, Atripaldi L, Ballabio A, and Cacchiarelli D
- Subjects
- Genome, Viral, Humans, Pandemics, RNA, COVID-19 genetics, SARS-CoV-2 genetics
- Abstract
Background: Genomic surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the only approach to rapidly monitor and tackle emerging variants of concern (VOC) of the COVID-19 pandemic. Such scrutiny is crucial to limit the spread of VOC that might escape the immune protection conferred by vaccination strategies or previous virus exposure. It is also becoming clear now that efficient genomic surveillance would require monitoring of the host gene expression to identify prognostic biomarkers of treatment efficacy and disease progression. Here we propose an integrative workflow to both generate thousands of SARS-CoV-2 genome sequences per week and analyze host gene expression upon infection., Methods: In this study we applied an integrated workflow for RNA extracted from nasal swabs to obtain in parallel the full genome of SARS-CoV-2 and transcriptome of host respiratory epithelium. The RNA extracted from each sample was reverse transcribed and the viral genome was specifically enriched through an amplicon-based approach. The very same RNA was then used for patient transcriptome analysis. Samples were collected in the Campania region, Italy, for viral genome sequencing. Patient transcriptome analysis was performed on about 700 samples divided into two cohorts of patients, depending on the viral variant detected (B.1 or delta)., Results: We sequenced over 20,000 viral genomes since the beginning of the pandemic, producing the highest number of sequences in Italy. We thus reconstructed the pandemic dynamics in the regional territory from March 2020 to December 2021. In addition, we have matured and applied novel proof-of-principle approaches to prioritize possible gain-of-function mutations by leveraging patients' metadata and isolated patient-specific signatures of SARS-CoV-2 infection. This allowed us to (i) identify three new viral variants that specifically originated in the Campania region, (ii) map SARS-CoV-2 intrahost variability during long-term infections and in one case identify an increase in the number of mutations in the viral genome, and (iii) identify host gene expression signatures correlated with viral load in upper respiratory ways., Conclusion: In conclusion, we have successfully generated an optimized and cost-effective strategy to monitor SARS-CoV-2 genetic variability, without the need of automation. Thus, our approach is suitable for any lab with a benchtop sequencer and a limited budget, allowing an integrated genomic surveillance on premises. Finally, we have also identified a gene expression signature defining SARS-CoV-2 infection in real-world patients' upper respiratory ways., (© 2022. The Author(s).)
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- 2022
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