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Artificial intelligence and systems biology analysis in stem cell research and therapeutics development.

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Title: Artificial intelligence and systems biology analysis in stem cell research and therapeutics development.
Authors: Silva-Sousa T; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany., Nakanishi Usuda J; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil., Al-Arawe N; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Hinterseher I; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Vascular Surgery, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Catar R; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Luecht C; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Vallecillo Garcia P; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Riesner K; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Hackel A; Department of Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, Lübeck, Germany., Schimke LF; Department of Immunology, Institute of Biomedical Sciences, USP, São Paulo, Brazil., Dutra Dias H; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, São Paulo, Brazil., Salerno Filgueiras I; Department of Immunology, Institute of Biomedical Sciences, USP, São Paulo, Brazil., Nakaya HI; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil.; Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, USP School of Medicine (USPM), São Paulo, Brazil., Camara NOS; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil., Fischer S; Department of Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, Lübeck, Germany., Riemekasten G; Department of Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, Lübeck, Germany., Ringdén O; Division of Pediatrics, Department of CLINTEC, Karolinska Institutet, Stockholm, Sweden., Penack O; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Winkler T; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Duda G; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany., Fonseca DLM; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, São Paulo, Brazil., Cabral-Marques O; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil.; Department of Immunology, Institute of Biomedical Sciences, USP, São Paulo, Brazil.; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, São Paulo, Brazil.; Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, USP School of Medicine (USPM), São Paulo, Brazil.; D'OR Institute Research and Education, São Paulo, Brazil., Moll G; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.
Source: Stem cells translational medicine [Stem Cells Transl Med] 2025 Sep 28; Vol. 14 (10).
Publication Type: Journal Article; Review; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101578022 Publication Model: Print Cited Medium: Internet ISSN: 2157-6580 (Electronic) Linking ISSN: 21576564 NLM ISO Abbreviation: Stem Cells Transl Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Artificial intelligence and systems biology analysis in stem cell research and therapeutics development.
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  Data: <searchLink fieldCode="AU" term="%22Silva-Sousa+T%22">Silva-Sousa T</searchLink>; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany.<br /><searchLink fieldCode="AU" term="%22Nakanishi+Usuda+J%22">Nakanishi Usuda J</searchLink>; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Al-Arawe+N%22">Al-Arawe N</searchLink>; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Hinterseher+I%22">Hinterseher I</searchLink>; Department of Vascular Surgery, Universitätsklinikum Ruppin-Brandenburg, Medizinische Hochschule Branderburg Theodor Fontane, Neuruppin 16816, Germany.; Fakultät für Gesundheitswissenschaften Brandenburg, Gemeinsame Fakultät der Universität Potsdam, der Medizinischen Hochschule Brandenburg Theodor Fontane, und der Brandenburgischen Technischen Universität Cottbus-Senftenberg, Potsdam 14476, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Vascular Surgery, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Catar+R%22">Catar R</searchLink>; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Luecht+C%22">Luecht C</searchLink>; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Vallecillo+Garcia+P%22">Vallecillo Garcia P</searchLink>; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Riesner+K%22">Riesner K</searchLink>; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Hackel+A%22">Hackel A</searchLink>; Department of Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, Lübeck, Germany.<br /><searchLink fieldCode="AU" term="%22Schimke+LF%22">Schimke LF</searchLink>; Department of Immunology, Institute of Biomedical Sciences, USP, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Dutra+Dias+H%22">Dutra Dias H</searchLink>; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Salerno+Filgueiras+I%22">Salerno Filgueiras I</searchLink>; Department of Immunology, Institute of Biomedical Sciences, USP, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Nakaya+HI%22">Nakaya HI</searchLink>; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil.; Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, USP School of Medicine (USPM), São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Camara+NOS%22">Camara NOS</searchLink>; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Fischer+S%22">Fischer S</searchLink>; Department of Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, Lübeck, Germany.<br /><searchLink fieldCode="AU" term="%22Riemekasten+G%22">Riemekasten G</searchLink>; Department of Rheumatology and Clinical Immunology, University Medical Center Schleswig Holstein Campus Lübeck, Lübeck, Germany.<br /><searchLink fieldCode="AU" term="%22Ringdén+O%22">Ringdén O</searchLink>; Division of Pediatrics, Department of CLINTEC, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Penack+O%22">Penack O</searchLink>; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Hematology, Oncology, and Tumorimmunology, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Winkler+T%22">Winkler T</searchLink>; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Duda+G%22">Duda G</searchLink>; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Fonseca+DLM%22">Fonseca DLM</searchLink>; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Cabral-Marques+O%22">Cabral-Marques O</searchLink>; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, Brazil.; Department of Immunology, Institute of Biomedical Sciences, USP, São Paulo, Brazil.; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), USP, São Paulo, Brazil.; Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, USP School of Medicine (USPM), São Paulo, Brazil.; D'OR Institute Research and Education, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Moll+G%22">Moll G</searchLink>; BIH Center for Regenerative Therapies (BCRT), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Julius Wolff Institute (JWI), Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.; Department of Nephrology and Internal Intensive Care Medicine, Charité Universitätsmedizin Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Berlin 10117, Germany.
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