Integration of mass cytometry and mass spectrometry imaging for spatially resolved single-cell metabolic profiling
The integration of spatial omics technologies can provide important insights into the biology of tissues. Here we combined mass spectrometry imaging-based metabolomics and imaging mass cytometry-based immunophenotyping on a single tissue section to reveal metabolic heterogeneity at single-cell resol...
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| Vydané v: | Nature methods Ročník 21; číslo 10; s. 1796 - 1800 |
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| Hlavní autori: | , , , , , , , , , |
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| Abstract | The integration of spatial omics technologies can provide important insights into the biology of tissues. Here we combined mass spectrometry imaging-based metabolomics and imaging mass cytometry-based immunophenotyping on a single tissue section to reveal metabolic heterogeneity at single-cell resolution within tissues and its association with specific cell populations such as cancer cells or immune cells. This approach has the potential to greatly increase our understanding of tissue-level interplay between metabolic processes and their cellular components.
The authors present a workflow integrating imaging mass cytometry and imaging mass spectrometry to deconvolute metabolic heterogeneity at the single-cell level. |
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| AbstractList | The integration of spatial omics technologies can provide important insights into the biology of tissues. Here we combined mass spectrometry imaging-based metabolomics and imaging mass cytometry-based immunophenotyping on a single tissue section to reveal metabolic heterogeneity at single-cell resolution within tissues and its association with specific cell populations such as cancer cells or immune cells. This approach has the potential to greatly increase our understanding of tissue-level interplay between metabolic processes and their cellular components.The integration of spatial omics technologies can provide important insights into the biology of tissues. Here we combined mass spectrometry imaging-based metabolomics and imaging mass cytometry-based immunophenotyping on a single tissue section to reveal metabolic heterogeneity at single-cell resolution within tissues and its association with specific cell populations such as cancer cells or immune cells. This approach has the potential to greatly increase our understanding of tissue-level interplay between metabolic processes and their cellular components. The integration of spatial omics technologies can provide important insights into the biology of tissues. Here we combined mass spectrometry imaging-based metabolomics and imaging mass cytometry-based immunophenotyping on a single tissue section to reveal metabolic heterogeneity at single-cell resolution within tissues and its association with specific cell populations such as cancer cells or immune cells. This approach has the potential to greatly increase our understanding of tissue-level interplay between metabolic processes and their cellular components. The authors present a workflow integrating imaging mass cytometry and imaging mass spectrometry to deconvolute metabolic heterogeneity at the single-cell level. The integration of spatial omics technologies can provide important insights into the biology of tissues. Here we combined mass spectrometry imaging-based metabolomics and imaging mass cytometry-based immunophenotyping on a single tissue section to reveal metabolic heterogeneity at single-cell resolution within tissues and its association with specific cell populations such as cancer cells or immune cells. This approach has the potential to greatly increase our understanding of tissue-level interplay between metabolic processes and their cellular components. The authors present a workflow integrating imaging mass cytometry and imaging mass spectrometry to deconvolute metabolic heterogeneity at the single-cell level. The integration of spatial omics technologies can provide important insights into the biology of tissues. Here we combined mass spectrometry imaging-based metabolomics and imaging mass cytometry-based immunophenotyping on a single tissue section to reveal metabolic heterogeneity at single-cell resolution within tissues and its association with specific cell populations such as cancer cells or immune cells. This approach has the potential to greatly increase our understanding of tissue-level interplay between metabolic processes and their cellular components. |
| Author | de Miranda, Noel F. C. C. Abdelaal, Tamim van der Ploeg, Manon Nunes, Joana B. Everts, Bart Mahfouz, Ahmed Ijsselsteijn, Marieke E. Heijs, Bram Giera, Martin Ursem, Rick |
| Author_xml | – sequence: 1 givenname: Joana B. orcidid: 0000-0002-8968-9670 surname: Nunes fullname: Nunes, Joana B. organization: Department of Pathology, Leiden University Medical Center – sequence: 2 givenname: Marieke E. orcidid: 0000-0002-8195-736X surname: Ijsselsteijn fullname: Ijsselsteijn, Marieke E. organization: Department of Pathology, Leiden University Medical Center – sequence: 3 givenname: Tamim surname: Abdelaal fullname: Abdelaal, Tamim organization: Department of Radiology, Leiden University Medical Center, Systems and Biomedical Engineering Department, Faculty of Engineering Cairo University, Pattern Recognition and Bioinformatics, Delft University of Technology – sequence: 4 givenname: Rick orcidid: 0000-0002-1607-8457 surname: Ursem fullname: Ursem, Rick organization: Department of Pathology, Leiden University Medical Center, Center for Proteomics and Metabolomics, Leiden University Medical Center – sequence: 5 givenname: Manon surname: van der Ploeg fullname: van der Ploeg, Manon organization: Department of Pathology, Leiden University Medical Center – sequence: 6 givenname: Martin orcidid: 0000-0003-1684-1894 surname: Giera fullname: Giera, Martin organization: Center for Proteomics and Metabolomics, Leiden University Medical Center, The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Leiden University Medical Center – sequence: 7 givenname: Bart orcidid: 0000-0002-3764-5131 surname: Everts fullname: Everts, Bart organization: Center of Infectious Diseases, Leiden University Medical Center – sequence: 8 givenname: Ahmed orcidid: 0000-0001-8601-2149 surname: Mahfouz fullname: Mahfouz, Ahmed organization: Pattern Recognition and Bioinformatics, Delft University of Technology, Department of Human Genetics, Leiden University Medical Center – sequence: 9 givenname: Bram surname: Heijs fullname: Heijs, Bram organization: Center for Proteomics and Metabolomics, Leiden University Medical Center, The Novo Nordisk Foundation Center for Stem Cell Medicine (reNEW), Leiden University Medical Center – sequence: 10 givenname: Noel F. C. C. orcidid: 0000-0001-6122-1024 surname: de Miranda fullname: de Miranda, Noel F. C. C. email: N.F.de_miranda@lumc.nl organization: Department of Pathology, Leiden University Medical Center |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/39210066$$D View this record in MEDLINE/PubMed |
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| CitedBy_id | crossref_primary_10_1016_j_aca_2025_344608 crossref_primary_10_1016_j_pharmthera_2025_108893 crossref_primary_10_1038_s41588_025_02314_y crossref_primary_10_1007_s12032_025_03028_1 crossref_primary_10_1016_j_bbcan_2025_189291 crossref_primary_10_1136_gutjnl_2024_332105 crossref_primary_10_1038_s41592_024_02542_w crossref_primary_10_1016_j_plipres_2025_101319 crossref_primary_10_1080_05704928_2025_2483996 crossref_primary_10_1021_acs_analchem_5c01513 crossref_primary_10_1038_s41576_025_00845_y crossref_primary_10_1038_s41467_025_59487_7 crossref_primary_10_1101_gad_352277_124 crossref_primary_10_1016_j_semnephrol_2025_151577 |
| Cites_doi | 10.1016/j.bbalip.2018.09.003 10.1093/nar/gkab1062 10.1016/j.cmet.2022.01.007 10.1038/s41580-022-00556-w 10.1016/j.stem.2022.10.008 10.1007/s00216-023-04774-9 10.1016/j.cmet.2022.06.012 10.1038/s41598-018-25552-z 10.1007/s00216-023-04983-2 10.1038/s41592-021-01198-0 10.1016/j.cmet.2020.09.013 10.1021/acs.analchem.1c04579 10.1016/j.molmet.2021.101396 10.1002/cyto.a.24480 10.1007/s00216-016-0076-x 10.1016/j.lfs.2022.120596 10.1002/1878-0261.13223 10.1021/jasms.0c00473 10.3389/fimmu.2020.01466 10.3390/ijms21072581 10.3389/fchem.2022.904688 10.1038/s41467-023-43917-5 10.3389/fchem.2023.1182404 10.1038/s41423-021-00783-9 10.1038/s41592-021-01203-6 10.3389/fimmu.2019.02534 10.1021/acs.analchem.7b00313 10.21105/joss.00861 10.6084/m9.figshare.23599044.v1 |
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| References | Pavlova, Zhu, Thompson (CR2) 2022; 34 Lim (CR24) 2023; 11 Dunne (CR25) 2023; 415 Ijsselsteijn, van der Breggen, Farina Sarasqueta, Koning, de Miranda (CR7) 2019; 10 Goossens (CR17) 2022; 34 Yagnik, Liu, Rothschild, Lim (CR23) 2021; 32 Kaya (CR18) 2017; 89 Lewis (CR6) 2021; 18 D’Angelo, La Manno (CR14) 2023; 24 Calvillo-Robledo, Cervantes-Villagrana, Morales, Marichal-Cancino (CR12) 2022; 301 Owusu Obeng (CR9) 2020; 21 Ijsselsteijn, Somarakis, Lelieveldt, Hollt, de Miranda (CR8) 2021; 99 Hu (CR22) 2023; 14 Rappez (CR20) 2021; 18 Hrovatin, Fischer, Theis (CR3) 2022; 57 Tuck, Grelard, Blanc, Desbenoit (CR16) 2022; 10 Purohit, Wagner, Yosef, Kuchroo (CR5) 2022; 19 Strittmatter (CR21) 2022; 94 Wishart (CR26) 2022; 50 CR29 Artyomov, Van den Bossche (CR4) 2020; 32 CR28 Guo (CR27) 2020; 11 Chen (CR10) 2018; 8 Wang (CR1) 2022; 29 Dufresne (CR19) 2017; 409 Elmallah (CR11) 2022; 16 Masquelier (CR13) 2018; 1863 Liu, Hu, Han, Nie (CR15) 2023; 415 J Dunne (2392_CR25) 2023; 415 M Dufresne (2392_CR19) 2017; 409 P Goossens (2392_CR17) 2022; 34 NN Pavlova (2392_CR2) 2022; 34 A Calvillo-Robledo (2392_CR12) 2022; 301 MJ Lim (2392_CR24) 2023; 11 N Guo (2392_CR27) 2020; 11 ME Ijsselsteijn (2392_CR7) 2019; 10 G Wang (2392_CR1) 2022; 29 SM Lewis (2392_CR6) 2021; 18 V Purohit (2392_CR5) 2022; 19 2392_CR29 2392_CR28 J Liu (2392_CR15) 2023; 415 MN Artyomov (2392_CR4) 2020; 32 M Tuck (2392_CR16) 2022; 10 J Masquelier (2392_CR13) 2018; 1863 N Strittmatter (2392_CR21) 2022; 94 I Kaya (2392_CR18) 2017; 89 DS Wishart (2392_CR26) 2022; 50 ME Ijsselsteijn (2392_CR8) 2021; 99 K Hrovatin (2392_CR3) 2022; 57 E Owusu Obeng (2392_CR9) 2020; 21 MIY Elmallah (2392_CR11) 2022; 16 G D’Angelo (2392_CR14) 2023; 24 Y Chen (2392_CR10) 2018; 8 G Yagnik (2392_CR23) 2021; 32 L Rappez (2392_CR20) 2021; 18 T Hu (2392_CR22) 2023; 14 |
| References_xml | – volume: 1863 start-page: 1458 year: 2018 end-page: 1468 ident: CR13 article-title: Lysophosphatidylinositols in inflammation and macrophage activation: altered levels and anti-inflammatory effects publication-title: Biochim. Biophys. Acta Mol. Cell. Biol. Lipids doi: 10.1016/j.bbalip.2018.09.003 – volume: 50 start-page: D622 year: 2022 end-page: D631 ident: CR26 article-title: HMDB 5.0: the Human Metabolome Database for 2022 publication-title: Nucleic Acids Res. doi: 10.1093/nar/gkab1062 – volume: 34 start-page: 355 year: 2022 end-page: 377 ident: CR2 article-title: The hallmarks of cancer metabolism: still emerging publication-title: Cell Metab. doi: 10.1016/j.cmet.2022.01.007 – volume: 24 start-page: 1 year: 2023 end-page: 2 ident: CR14 article-title: The lipotype hypothesis publication-title: Nat. Rev. Mol. Cell Biol. doi: 10.1038/s41580-022-00556-w – volume: 29 start-page: 1580 year: 2022 end-page: 93 e7 ident: CR1 article-title: Spatial dynamic metabolomics identifies metabolic cell fate trajectories in human kidney differentiation publication-title: Cell Stem Cell doi: 10.1016/j.stem.2022.10.008 – volume: 415 start-page: 4093 year: 2023 end-page: 4110 ident: CR15 article-title: Recent advances in mass spectrometry imaging of single cells publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-023-04774-9 – volume: 34 start-page: 1214 year: 2022 end-page: 25 e6 ident: CR17 article-title: Integrating multiplex immunofluorescent and mass spectrometry imaging to map myeloid heterogeneity in its metabolic and cellular context publication-title: Cell Metab. doi: 10.1016/j.cmet.2022.06.012 – volume: 8 year: 2018 ident: CR10 article-title: Simultaneous quantification of serum monounsaturated and polyunsaturated phosphatidylcholines as potential biomarkers for diagnosing non-small cell lung cancer publication-title: Sci. Rep. doi: 10.1038/s41598-018-25552-z – volume: 415 start-page: 7011 year: 2023 end-page: 7024 ident: CR25 article-title: Evaluation of antibody-based single cell type imaging techniques coupled to multiplexed imaging of N-glycans and collagen peptides by matrix-assisted laser desorption/ionization mass spectrometry imaging publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-023-04983-2 – volume: 18 start-page: 799 year: 2021 end-page: 805 ident: CR20 article-title: SpaceM reveals metabolic states of single cells publication-title: Nat. Methods doi: 10.1038/s41592-021-01198-0 – volume: 32 start-page: 710 year: 2020 end-page: 725 ident: CR4 article-title: Immunometabolism in the single-cell era publication-title: Cell Metab. doi: 10.1016/j.cmet.2020.09.013 – ident: CR29 – volume: 94 start-page: 1795 year: 2022 end-page: 1803 ident: CR21 article-title: Method to visualize the intratumor distribution and impact of gemcitabine in pancreatic ductal adenocarcinoma by multimodal imaging publication-title: Anal. Chem. doi: 10.1021/acs.analchem.1c04579 – volume: 57 start-page: 101396 year: 2022 ident: CR3 article-title: Toward modeling metabolic state from single-cell transcriptomics publication-title: Mol. Metab. doi: 10.1016/j.molmet.2021.101396 – volume: 99 start-page: 1187 year: 2021 end-page: 1197 ident: CR8 article-title: Semi-automated background removal limits data loss and normalizes imaging mass cytometry data publication-title: Cytometry A doi: 10.1002/cyto.a.24480 – volume: 409 start-page: 1425 year: 2017 end-page: 1433 ident: CR19 article-title: Multimodal detection of GM2 and GM3 lipid species in the brain of mucopolysaccharidosis type II mouse by serial imaging mass spectrometry and immunohistochemistry publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-016-0076-x – volume: 301 start-page: 120596 year: 2022 ident: CR12 article-title: The oncogenic lysophosphatidylinositol (LPI)/GPR55 signaling publication-title: Life Sci. doi: 10.1016/j.lfs.2022.120596 – volume: 16 start-page: 2710 year: 2022 end-page: 2718 ident: CR11 article-title: Lipidomic profiling of exosomes from colorectal cancer cells and patients reveals potential biomarkers publication-title: Mol. Oncol. doi: 10.1002/1878-0261.13223 – volume: 32 start-page: 977 year: 2021 end-page: 988 ident: CR23 article-title: Highly multiplexed immunohistochemical MALDI-MS imaging of biomarkers in tissues publication-title: J. Am. Soc. Mass. Spectrom. doi: 10.1021/jasms.0c00473 – volume: 11 start-page: 1466 year: 2020 ident: CR27 article-title: A 34-marker panel for imaging mass cytometric analysis of human snap-frozen tissue publication-title: Front. Immunol. doi: 10.3389/fimmu.2020.01466 – volume: 21 start-page: 2581 year: 2020 ident: CR9 article-title: Phosphoinositide-dependent signaling in cancer: a focus on phospholipase C isozymes publication-title: Int. J. Mol. Sci. doi: 10.3390/ijms21072581 – volume: 10 start-page: 904688 year: 2022 ident: CR16 article-title: MALDI-MSI towards multimodal imaging: challenges and perspectives publication-title: Front. Chem. doi: 10.3389/fchem.2022.904688 – volume: 14 year: 2023 ident: CR22 article-title: Single-cell spatial metabolomics with cell-type specific protein profiling for tissue systems biology publication-title: Nat. Commun. doi: 10.1038/s41467-023-43917-5 – volume: 11 start-page: 1182404 year: 2023 ident: CR24 article-title: MALDI HiPLEX-IHC: multiomic and multimodal imaging of targeted intact proteins in tissues publication-title: Front. Chem. doi: 10.3389/fchem.2023.1182404 – volume: 19 start-page: 409 year: 2022 end-page: 420 ident: CR5 article-title: Systems-based approaches to study immunometabolism publication-title: Cell Mol. Immunol. doi: 10.1038/s41423-021-00783-9 – volume: 18 start-page: 997 year: 2021 end-page: 1012 ident: CR6 article-title: Spatial omics and multiplexed imaging to explore cancer biology publication-title: Nat. Methods doi: 10.1038/s41592-021-01203-6 – volume: 10 start-page: 2534 year: 2019 ident: CR7 article-title: A 40-marker panel for high dimensional characterization of cancer immune microenvironments by imaging mass cytometry publication-title: Front. Immunol. doi: 10.3389/fimmu.2019.02534 – ident: CR28 – volume: 89 start-page: 4685 year: 2017 end-page: 4694 ident: CR18 article-title: Histology-compatible MALDI mass spectrometry based imaging of neuronal lipids for subsequent immunofluorescent staining publication-title: Anal. Chem. doi: 10.1021/acs.analchem.7b00313 – volume: 18 start-page: 799 year: 2021 ident: 2392_CR20 publication-title: Nat. Methods doi: 10.1038/s41592-021-01198-0 – volume: 301 start-page: 120596 year: 2022 ident: 2392_CR12 publication-title: Life Sci. doi: 10.1016/j.lfs.2022.120596 – volume: 24 start-page: 1 year: 2023 ident: 2392_CR14 publication-title: Nat. Rev. Mol. Cell Biol. doi: 10.1038/s41580-022-00556-w – volume: 415 start-page: 4093 year: 2023 ident: 2392_CR15 publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-023-04774-9 – volume: 18 start-page: 997 year: 2021 ident: 2392_CR6 publication-title: Nat. Methods doi: 10.1038/s41592-021-01203-6 – ident: 2392_CR28 doi: 10.21105/joss.00861 – volume: 21 start-page: 2581 year: 2020 ident: 2392_CR9 publication-title: Int. J. Mol. Sci. doi: 10.3390/ijms21072581 – volume: 29 start-page: 1580 year: 2022 ident: 2392_CR1 publication-title: Cell Stem Cell doi: 10.1016/j.stem.2022.10.008 – volume: 8 year: 2018 ident: 2392_CR10 publication-title: Sci. Rep. doi: 10.1038/s41598-018-25552-z – volume: 94 start-page: 1795 year: 2022 ident: 2392_CR21 publication-title: Anal. Chem. doi: 10.1021/acs.analchem.1c04579 – volume: 50 start-page: D622 year: 2022 ident: 2392_CR26 publication-title: Nucleic Acids Res. doi: 10.1093/nar/gkab1062 – volume: 10 start-page: 2534 year: 2019 ident: 2392_CR7 publication-title: Front. Immunol. doi: 10.3389/fimmu.2019.02534 – volume: 11 start-page: 1182404 year: 2023 ident: 2392_CR24 publication-title: Front. Chem. doi: 10.3389/fchem.2023.1182404 – ident: 2392_CR29 doi: 10.6084/m9.figshare.23599044.v1 – volume: 57 start-page: 101396 year: 2022 ident: 2392_CR3 publication-title: Mol. Metab. doi: 10.1016/j.molmet.2021.101396 – volume: 89 start-page: 4685 year: 2017 ident: 2392_CR18 publication-title: Anal. Chem. doi: 10.1021/acs.analchem.7b00313 – volume: 34 start-page: 355 year: 2022 ident: 2392_CR2 publication-title: Cell Metab. doi: 10.1016/j.cmet.2022.01.007 – volume: 1863 start-page: 1458 year: 2018 ident: 2392_CR13 publication-title: Biochim. Biophys. Acta Mol. Cell. Biol. Lipids doi: 10.1016/j.bbalip.2018.09.003 – volume: 415 start-page: 7011 year: 2023 ident: 2392_CR25 publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-023-04983-2 – volume: 19 start-page: 409 year: 2022 ident: 2392_CR5 publication-title: Cell Mol. Immunol. doi: 10.1038/s41423-021-00783-9 – volume: 34 start-page: 1214 year: 2022 ident: 2392_CR17 publication-title: Cell Metab. doi: 10.1016/j.cmet.2022.06.012 – volume: 32 start-page: 710 year: 2020 ident: 2392_CR4 publication-title: Cell Metab. doi: 10.1016/j.cmet.2020.09.013 – volume: 11 start-page: 1466 year: 2020 ident: 2392_CR27 publication-title: Front. Immunol. doi: 10.3389/fimmu.2020.01466 – volume: 16 start-page: 2710 year: 2022 ident: 2392_CR11 publication-title: Mol. Oncol. doi: 10.1002/1878-0261.13223 – volume: 32 start-page: 977 year: 2021 ident: 2392_CR23 publication-title: J. Am. Soc. Mass. Spectrom. doi: 10.1021/jasms.0c00473 – volume: 14 year: 2023 ident: 2392_CR22 publication-title: Nat. Commun. doi: 10.1038/s41467-023-43917-5 – volume: 99 start-page: 1187 year: 2021 ident: 2392_CR8 publication-title: Cytometry A doi: 10.1002/cyto.a.24480 – volume: 10 start-page: 904688 year: 2022 ident: 2392_CR16 publication-title: Front. Chem. doi: 10.3389/fchem.2022.904688 – volume: 409 start-page: 1425 year: 2017 ident: 2392_CR19 publication-title: Anal. Bioanal. Chem. doi: 10.1007/s00216-016-0076-x |
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| Title | Integration of mass cytometry and mass spectrometry imaging for spatially resolved single-cell metabolic profiling |
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