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Vidović D, Shamsaei B, Schürer SC, Kogan P, Chojnacki S, Kouril M, Medvedovic M, Niu W, Azeloglu EU, Birtwistle MR, Chen Y, Chen T, Hansen J, Hu B, Iyengar R, Jayaraman G, Li H, Liu T, Sobie EA, Xiong Y, Berberich MJ, Bradshaw G, Chung M, Everley RA, Gaudio B, Hafner M, Kalocsay M, Mills CE, Nariya MK, Sorger PK, Subramanian K, Victor C, Banuelos M, Dardov V, Holewinski R, Manalo DM, Mandefro B, Matlock AD, Ornelas L, Sareen D, Svendsen CN, Vaibhav V, Van Eyk JE, Venkatraman V, Finkbiener S, Fraenkel E, Rothstein J, Thompson L, Asiedu J, Carr SA, Christianson KE, Davison D, Dele-Oni DO, DeRuff KC, Egri SB, Jacome ASV, Jaffe JD, Lam D, Litichevskiy L, Lu X, Mullahoo J, Officer A, Papanastasiou M, Peckner R, Toder C, Blanchard J, Bula M, Ko T, Tsai LH, Young JZ, Sharma V, Pillai A, Meller J, MacCoss MJ. Comprehensive proteomics metadata and integrative web portals facilitate sharing and integration of LINCS multiomics data. Mol Cell Proteomics 2025:100947. [PMID: 40089066 DOI: 10.1016/j.mcpro.2025.100947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 02/14/2025] [Accepted: 03/11/2025] [Indexed: 03/17/2025] Open
Abstract
The Library of Integrated Network-based Cellular Signatures (LINCS), an NIH Common Fund program, has cataloged and analyzed cellular function and molecular activity profiles in response to >80,000 perturbing agents that are potentially disruptive to cells. Because of the importance of proteins and their modifications to the response of specific cellular perturbations, four of the six LINCS centers have included significant proteomics efforts in the characterization of the resulting phenotype. This manuscript aims to describe this effort and the data harmonization and integration of the LINCS proteomics data discussed in recent LINCS papers.
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Affiliation(s)
- Dušica Vidović
- BD2K-LINCS DCIC, Department of Molecular and Cellular Pharmacology, University of Miami, Miami, FL 33146; Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33146
| | - Behrouz Shamsaei
- BD2K-LINCS DCIC, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45220
| | - Stephan C Schürer
- BD2K-LINCS DCIC, Department of Molecular and Cellular Pharmacology, University of Miami, Miami, FL 33146; Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33146; BD2K-LINCS DCIC, Institute for Data Science and Computing, University of Miami, FL 33146
| | - Phillip Kogan
- BD2K-LINCS DCIC, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45220
| | - Szymon Chojnacki
- BD2K-LINCS DCIC, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45220
| | - Michal Kouril
- BD2K-LINCS DCIC, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45220
| | - Mario Medvedovic
- BD2K-LINCS DCIC, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45220
| | - Wen Niu
- BD2K-LINCS DCIC, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45220
| | - Evren U Azeloglu
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Marc R Birtwistle
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Yibang Chen
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Tong Chen
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029; DToxS, Center for Advanced Proteomics Research, Rutgers University New Jersey Medical School, Newark, NJ 07103
| | - Jens Hansen
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Bin Hu
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Ravi Iyengar
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Gomathi Jayaraman
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Hong Li
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029; DToxS, Center for Advanced Proteomics Research, Rutgers University New Jersey Medical School, Newark, NJ 07103
| | - Tong Liu
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029; DToxS, Center for Advanced Proteomics Research, Rutgers University New Jersey Medical School, Newark, NJ 07103
| | - Eric A Sobie
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Yuguang Xiong
- DToxS, Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | | | - Gary Bradshaw
- HMS LINCS Center, Harvard Medical School, Boston, MA 02115
| | - Mirra Chung
- HMS LINCS Center, Harvard Medical School, Boston, MA 02115
| | | | - Ben Gaudio
- HMS LINCS Center, Harvard Medical School, Boston, MA 02115
| | - Marc Hafner
- HMS LINCS Center, Harvard Medical School, Boston, MA 02115
| | | | | | | | - Peter K Sorger
- HMS LINCS Center, Harvard Medical School, Boston, MA 02115
| | | | - Chiara Victor
- HMS LINCS Center, Harvard Medical School, Boston, MA 02115
| | - Maria Banuelos
- NeuroLINCS, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Victoria Dardov
- NeuroLINCS, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | | | | | - Berhan Mandefro
- NeuroLINCS, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | | | - Loren Ornelas
- NeuroLINCS, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Dhruv Sareen
- NeuroLINCS, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | | | - Vineet Vaibhav
- NeuroLINCS, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | | | | | - Steve Finkbiener
- NeuroLINCS, Gladstone Institute of Neurological Disease and the Departments of Neurology and Physiology, University of California San Francisco, San Francisco, CA 94158
| | - Ernest Fraenkel
- NeuroLINCS, Department of Biological Engineering, MIT, Cambridge, MA 02142
| | - Jeffrey Rothstein
- NeuroLINCS, Department of Neuroscience, Johns Hopkins University, Baltimore, MD 21205
| | - Leslie Thompson
- NeuroLINCS, Departments of Psychiatry and Human Behavior and Neurobiology and Behavior, University of California Irvine, Irvine, CA 92697
| | - Jacob Asiedu
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - Steven A Carr
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | | | - Desiree Davison
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | | | | | - Shawn B Egri
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | | | - Jacob D Jaffe
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - Daniel Lam
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - Lev Litichevskiy
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - Xiaodong Lu
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - James Mullahoo
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - Adam Officer
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | | | - Ryan Peckner
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - Caidin Toder
- PCCSE, The Broad Institute of Harvard and MIT, Cambridge, MA 02142
| | - Joel Blanchard
- PCCSE, Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Michael Bula
- PCCSE, Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Tak Ko
- PCCSE, Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Li-Huei Tsai
- PCCSE, Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Jennie Z Young
- PCCSE, Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Vagisha Sharma
- PCCSE, Department of Genome Sciences, University of Washington, Seattle, WA 98195
| | | | - Jarek Meller
- BD2K-LINCS DCIC, Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45220.
| | - Michael J MacCoss
- PCCSE, Department of Genome Sciences, University of Washington, Seattle, WA 98195.
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Brandão-Teles C, Zuccoli GS, de Moraes Vrechi TA, Ramos-da-Silva L, Santos AVS, Crunfli F, Martins-de-Souza D. Induced-pluripotent stem cells and neuroproteomics as tools for studying neurodegeneration. Biochem Soc Trans 2024; 52:163-176. [PMID: 38288874 DOI: 10.1042/bst20230341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 02/29/2024]
Abstract
The investigation of neurodegenerative diseases advanced significantly with the advent of cell-reprogramming technology, leading to the creation of new models of human illness. These models, derived from induced pluripotent stem cells (iPSCs), facilitate the study of sporadic as well as hereditary diseases and provide a comprehensive understanding of the molecular mechanisms involved with neurodegeneration. Through proteomics, a quantitative tool capable of identifying thousands of proteins from small sample volumes, researchers have attempted to identify disease mechanisms by detecting differentially expressed proteins and proteoforms in disease models, biofluids, and postmortem brain tissue. The integration of these two technologies allows for the identification of novel pathological targets within the realm of neurodegenerative diseases. Here, we highlight studies from the past 5 years on the contributions of iPSCs within neuroproteomic investigations, which uncover the molecular mechanisms behind these illnesses.
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Affiliation(s)
- Caroline Brandão-Teles
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Giuliana S Zuccoli
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Talita Aparecida de Moraes Vrechi
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Lívia Ramos-da-Silva
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Aline Valéria Sousa Santos
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Fernanda Crunfli
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Daniel Martins-de-Souza
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
- Experimental Medicine Research Cluster (EMRC), University of Campinas, Campinas 13083-862, SP, Brazil
- Instituto Nacional de Biomarcadores em Neuropsiquiatria, Conselho Nacional de Desenvolvimento Científico e Tecnológico, São Paulo, Brazil
- INCT in Modelling Human Complex Diseases with 3D Platforms (Model3D)
- D'Or Institute for Research and Education (IDOR), São Paulo, Brazil
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Chehelgerdi M, Behdarvand Dehkordi F, Chehelgerdi M, Kabiri H, Salehian-Dehkordi H, Abdolvand M, Salmanizadeh S, Rashidi M, Niazmand A, Ahmadi S, Feizbakhshan S, Kabiri S, Vatandoost N, Ranjbarnejad T. Exploring the promising potential of induced pluripotent stem cells in cancer research and therapy. Mol Cancer 2023; 22:189. [PMID: 38017433 PMCID: PMC10683363 DOI: 10.1186/s12943-023-01873-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 09/27/2023] [Indexed: 11/30/2023] Open
Abstract
The advent of iPSCs has brought about a significant transformation in stem cell research, opening up promising avenues for advancing cancer treatment. The formation of cancer is a multifaceted process influenced by genetic, epigenetic, and environmental factors. iPSCs offer a distinctive platform for investigating the origin of cancer, paving the way for novel approaches to cancer treatment, drug testing, and tailored medical interventions. This review article will provide an overview of the science behind iPSCs, the current limitations and challenges in iPSC-based cancer therapy, the ethical and social implications, and the comparative analysis with other stem cell types for cancer treatment. The article will also discuss the applications of iPSCs in tumorigenesis, the future of iPSCs in tumorigenesis research, and highlight successful case studies utilizing iPSCs in tumorigenesis research. The conclusion will summarize the advancements made in iPSC-based tumorigenesis research and the importance of continued investment in iPSC research to unlock the full potential of these cells.
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Affiliation(s)
- Matin Chehelgerdi
- Novin Genome (NG) Lab, Research and Development Center for Biotechnology, Shahrekord, Iran
- Young Researchers and Elite Club, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran
| | - Fereshteh Behdarvand Dehkordi
- Novin Genome (NG) Lab, Research and Development Center for Biotechnology, Shahrekord, Iran
- Young Researchers and Elite Club, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran
| | - Mohammad Chehelgerdi
- Novin Genome (NG) Lab, Research and Development Center for Biotechnology, Shahrekord, Iran.
- Young Researchers and Elite Club, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran.
| | - Hamidreza Kabiri
- Novin Genome (NG) Lab, Research and Development Center for Biotechnology, Shahrekord, Iran
- Young Researchers and Elite Club, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran
| | | | - Mohammad Abdolvand
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Science, Isfahan, Iran
| | - Sharareh Salmanizadeh
- Department of Cell and Molecular Biology and Microbiology, Faculty of Biological Science and Technology, University of Isfahan, Hezar-Jereeb Street, Isfahan, 81746-73441, Iran
| | - Mohsen Rashidi
- Department Pharmacology, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
- The Health of Plant and Livestock Products Research Center, Mazandaran University of Medical Sciences, Sari, Iran
| | - Anoosha Niazmand
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Science, Isfahan, Iran
| | - Saba Ahmadi
- Department of Molecular and Medical Genetics, Tbilisi State Medical University, Tbilisi, Georgia
| | - Sara Feizbakhshan
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Science, Isfahan, Iran
| | - Saber Kabiri
- Novin Genome (NG) Lab, Research and Development Center for Biotechnology, Shahrekord, Iran
- Young Researchers and Elite Club, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran
| | - Nasimeh Vatandoost
- Pediatric Inherited Diseases Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Tayebeh Ranjbarnejad
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Science, Isfahan, Iran
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