Translating genomic tools to Raman spectroscopy analysis enables high-dimensional tissue characterization on molecular resolution.


Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
19 09 2023
Historique:
received: 18 09 2022
accepted: 04 09 2023
medline: 21 9 2023
pubmed: 20 9 2023
entrez: 19 9 2023
Statut: epublish

Résumé

Spatial transcriptomics of histological sections have revolutionized research in life sciences and enabled unprecedented insights into genetic processes involved in tissue reorganization. However, in contrast to genomic analysis, the actual biomolecular composition of the sample has fallen behind, leaving a gap of potentially highly valuable information. Raman microspectroscopy provides untargeted spatiomolecular information at high resolution, capable of filling this gap. In this study we demonstrate spatially resolved Raman "spectromics" to reveal homogeneity, heterogeneity and dynamics of cell matrix on molecular levels by repurposing state-of-the-art bioinformatic analysis tools commonly used for transcriptomic analyses. By exploring sections of murine myocardial infarction and cardiac hypertrophy, we identify myocardial subclusters when spatially approaching the pathology, and define the surrounding metabolic and cellular (immune-) landscape. Our innovative, label-free, non-invasive "spectromics" approach could therefore open perspectives for a profound characterization of histological samples, while additionally allowing the combination with consecutive downstream analyses of the very same specimen.

Identifiants

pubmed: 37726278
doi: 10.1038/s41467-023-41417-0
pii: 10.1038/s41467-023-41417-0
pmc: PMC10509269
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

5799

Informations de copyright

© 2023. Springer Nature Limited.

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Auteurs

Manuel Sigle (M)

Department of Cardiology and Angiology, University Hospital Tuebingen, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany.

Anne-Katrin Rohlfing (AK)

Department of Cardiology and Angiology, University Hospital Tuebingen, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany.

Martin Kenny (M)

UCD Conway SPHERE Research Group, Conway Institute, University College Dublin, Dublin, Ireland.
School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland.

Sophia Scheuermann (S)

Department of Pediatric Hematology and Oncology, University Children's Hospital Tuebingen, 72076, Tuebingen, Germany.
Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tuebingen, 72076, Tuebingen, Germany.

Na Sun (N)

Research Unit Analytical Pathology, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.

Ulla Graeßner (U)

Department of Pediatric Hematology and Oncology, University Children's Hospital Tuebingen, 72076, Tuebingen, Germany.

Verena Haug (V)

Department of Cardiology and Angiology, University Hospital Tuebingen, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany.

Jessica Sudmann (J)

Department of Cardiology and Angiology, University Hospital Tuebingen, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany.

Christian M Seitz (CM)

Department of Pediatric Hematology and Oncology, University Children's Hospital Tuebingen, 72076, Tuebingen, Germany.
Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tuebingen, 72076, Tuebingen, Germany.

David Heinzmann (D)

Department of Cardiology and Angiology, University Hospital Tuebingen, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany.

Katja Schenke-Layland (K)

Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tuebingen, 72076, Tuebingen, Germany.
Institute of Biomedical Engineering, Department for Medical Technologies and Regenerative Medicine, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany.
NMI Natural and Medical Sciences Institute at the University of Tuebingen, 72770, Reutlingen, Germany.

Patricia B Maguire (PB)

UCD Conway SPHERE Research Group, Conway Institute, University College Dublin, Dublin, Ireland.
School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland.
Institute for Discovery, O'Brien Centre for Science, University College Dublin, Dublin, Ireland.

Axel Walch (A)

Research Unit Analytical Pathology, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.

Julia Marzi (J)

Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tuebingen, 72076, Tuebingen, Germany.
Institute of Biomedical Engineering, Department for Medical Technologies and Regenerative Medicine, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany.
NMI Natural and Medical Sciences Institute at the University of Tuebingen, 72770, Reutlingen, Germany.

Meinrad Paul Gawaz (MP)

Department of Cardiology and Angiology, University Hospital Tuebingen, Eberhard Karls University Tuebingen, 72076, Tuebingen, Germany. Meinrad.Gawaz@med.uni-tuebingen.de.

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