Cargando…

Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level

In multiple myeloma spatial differences in the subclonal architecture, molecular signatures and composition of the microenvironment remain poorly characterized. To address this shortcoming, we perform multi-region sequencing on paired random bone marrow and focal lesion samples from 17 newly diagnos...

Descripción completa

Detalles Bibliográficos
Autores principales: John, Lukas, Poos, Alexandra M., Brobeil, Alexander, Schinke, Carolina, Huhn, Stefanie, Prokoph, Nina, Lutz, Raphael, Wagner, Barbara, Zangari, Maurizio, Tirier, Stephan M., Mallm, Jan-Philipp, Schumacher, Sabrina, Vonficht, Dominik, Solé-Boldo, Llorenç, Quick, Sabine, Steiger, Simon, Przybilla, Moritz J., Bauer, Katharina, Baumann, Anja, Hemmer, Stefan, Rehnitz, Christoph, Lückerath, Christian, Sachpekidis, Christos, Mechtersheimer, Gunhild, Haberkorn, Uwe, Dimitrakopoulou-Strauss, Antonia, Reichert, Philipp, Barlogie, Bart, Müller-Tidow, Carsten, Goldschmidt, Hartmut, Hillengass, Jens, Rasche, Leo, Haas, Simon F., van Rhee, Frits, Rippe, Karsten, Raab, Marc S., Sauer, Sandra, Weinhold, Niels
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435504/
https://www.ncbi.nlm.nih.gov/pubmed/37591845
http://dx.doi.org/10.1038/s41467-023-40584-4
_version_ 1785092113017339904
author John, Lukas
Poos, Alexandra M.
Brobeil, Alexander
Schinke, Carolina
Huhn, Stefanie
Prokoph, Nina
Lutz, Raphael
Wagner, Barbara
Zangari, Maurizio
Tirier, Stephan M.
Mallm, Jan-Philipp
Schumacher, Sabrina
Vonficht, Dominik
Solé-Boldo, Llorenç
Quick, Sabine
Steiger, Simon
Przybilla, Moritz J.
Bauer, Katharina
Baumann, Anja
Hemmer, Stefan
Rehnitz, Christoph
Lückerath, Christian
Sachpekidis, Christos
Mechtersheimer, Gunhild
Haberkorn, Uwe
Dimitrakopoulou-Strauss, Antonia
Reichert, Philipp
Barlogie, Bart
Müller-Tidow, Carsten
Goldschmidt, Hartmut
Hillengass, Jens
Rasche, Leo
Haas, Simon F.
van Rhee, Frits
Rippe, Karsten
Raab, Marc S.
Sauer, Sandra
Weinhold, Niels
author_facet John, Lukas
Poos, Alexandra M.
Brobeil, Alexander
Schinke, Carolina
Huhn, Stefanie
Prokoph, Nina
Lutz, Raphael
Wagner, Barbara
Zangari, Maurizio
Tirier, Stephan M.
Mallm, Jan-Philipp
Schumacher, Sabrina
Vonficht, Dominik
Solé-Boldo, Llorenç
Quick, Sabine
Steiger, Simon
Przybilla, Moritz J.
Bauer, Katharina
Baumann, Anja
Hemmer, Stefan
Rehnitz, Christoph
Lückerath, Christian
Sachpekidis, Christos
Mechtersheimer, Gunhild
Haberkorn, Uwe
Dimitrakopoulou-Strauss, Antonia
Reichert, Philipp
Barlogie, Bart
Müller-Tidow, Carsten
Goldschmidt, Hartmut
Hillengass, Jens
Rasche, Leo
Haas, Simon F.
van Rhee, Frits
Rippe, Karsten
Raab, Marc S.
Sauer, Sandra
Weinhold, Niels
author_sort John, Lukas
collection PubMed
description In multiple myeloma spatial differences in the subclonal architecture, molecular signatures and composition of the microenvironment remain poorly characterized. To address this shortcoming, we perform multi-region sequencing on paired random bone marrow and focal lesion samples from 17 newly diagnosed patients. Using single-cell RNA- and ATAC-seq we find a median of 6 tumor subclones per patient and unique subclones in focal lesions. Genetically identical subclones display different levels of spatial transcriptional plasticity, including nearly identical profiles and pronounced heterogeneity at different sites, which can include differential expression of immunotherapy targets, such as CD20 and CD38. Macrophages are significantly depleted in the microenvironment of focal lesions. We observe proportional changes in the T-cell repertoire but no site-specific expansion of T-cell clones in intramedullary lesions. In conclusion, our results demonstrate the relevance of considering spatial heterogeneity in multiple myeloma with potential implications for models of cell-cell interactions and disease progression.
format Online
Article
Text
id pubmed-10435504
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-104355042023-08-19 Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level John, Lukas Poos, Alexandra M. Brobeil, Alexander Schinke, Carolina Huhn, Stefanie Prokoph, Nina Lutz, Raphael Wagner, Barbara Zangari, Maurizio Tirier, Stephan M. Mallm, Jan-Philipp Schumacher, Sabrina Vonficht, Dominik Solé-Boldo, Llorenç Quick, Sabine Steiger, Simon Przybilla, Moritz J. Bauer, Katharina Baumann, Anja Hemmer, Stefan Rehnitz, Christoph Lückerath, Christian Sachpekidis, Christos Mechtersheimer, Gunhild Haberkorn, Uwe Dimitrakopoulou-Strauss, Antonia Reichert, Philipp Barlogie, Bart Müller-Tidow, Carsten Goldschmidt, Hartmut Hillengass, Jens Rasche, Leo Haas, Simon F. van Rhee, Frits Rippe, Karsten Raab, Marc S. Sauer, Sandra Weinhold, Niels Nat Commun Article In multiple myeloma spatial differences in the subclonal architecture, molecular signatures and composition of the microenvironment remain poorly characterized. To address this shortcoming, we perform multi-region sequencing on paired random bone marrow and focal lesion samples from 17 newly diagnosed patients. Using single-cell RNA- and ATAC-seq we find a median of 6 tumor subclones per patient and unique subclones in focal lesions. Genetically identical subclones display different levels of spatial transcriptional plasticity, including nearly identical profiles and pronounced heterogeneity at different sites, which can include differential expression of immunotherapy targets, such as CD20 and CD38. Macrophages are significantly depleted in the microenvironment of focal lesions. We observe proportional changes in the T-cell repertoire but no site-specific expansion of T-cell clones in intramedullary lesions. In conclusion, our results demonstrate the relevance of considering spatial heterogeneity in multiple myeloma with potential implications for models of cell-cell interactions and disease progression. Nature Publishing Group UK 2023-08-17 /pmc/articles/PMC10435504/ /pubmed/37591845 http://dx.doi.org/10.1038/s41467-023-40584-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
John, Lukas
Poos, Alexandra M.
Brobeil, Alexander
Schinke, Carolina
Huhn, Stefanie
Prokoph, Nina
Lutz, Raphael
Wagner, Barbara
Zangari, Maurizio
Tirier, Stephan M.
Mallm, Jan-Philipp
Schumacher, Sabrina
Vonficht, Dominik
Solé-Boldo, Llorenç
Quick, Sabine
Steiger, Simon
Przybilla, Moritz J.
Bauer, Katharina
Baumann, Anja
Hemmer, Stefan
Rehnitz, Christoph
Lückerath, Christian
Sachpekidis, Christos
Mechtersheimer, Gunhild
Haberkorn, Uwe
Dimitrakopoulou-Strauss, Antonia
Reichert, Philipp
Barlogie, Bart
Müller-Tidow, Carsten
Goldschmidt, Hartmut
Hillengass, Jens
Rasche, Leo
Haas, Simon F.
van Rhee, Frits
Rippe, Karsten
Raab, Marc S.
Sauer, Sandra
Weinhold, Niels
Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level
title Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level
title_full Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level
title_fullStr Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level
title_full_unstemmed Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level
title_short Resolving the spatial architecture of myeloma and its microenvironment at the single-cell level
title_sort resolving the spatial architecture of myeloma and its microenvironment at the single-cell level
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435504/
https://www.ncbi.nlm.nih.gov/pubmed/37591845
http://dx.doi.org/10.1038/s41467-023-40584-4
work_keys_str_mv AT johnlukas resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT poosalexandram resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT brobeilalexander resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT schinkecarolina resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT huhnstefanie resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT prokophnina resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT lutzraphael resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT wagnerbarbara resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT zangarimaurizio resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT tirierstephanm resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT mallmjanphilipp resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT schumachersabrina resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT vonfichtdominik resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT soleboldollorenc resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT quicksabine resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT steigersimon resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT przybillamoritzj resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT bauerkatharina resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT baumannanja resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT hemmerstefan resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT rehnitzchristoph resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT luckerathchristian resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT sachpekidischristos resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT mechtersheimergunhild resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT haberkornuwe resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT dimitrakopouloustraussantonia resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT reichertphilipp resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT barlogiebart resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT mullertidowcarsten resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT goldschmidthartmut resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT hillengassjens resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT rascheleo resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT haassimonf resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT vanrheefrits resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT rippekarsten resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT raabmarcs resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT sauersandra resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel
AT weinholdniels resolvingthespatialarchitectureofmyelomaanditsmicroenvironmentatthesinglecelllevel