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Confident multimodal analysis of single cells across platforms and species
Alignment of single-cell proteomics data across platforms is difficult when different data sets contain limited shared features, as is typical in single-cell assays with antibody readouts. Therefore, we developed matching with partial overlap (MARIO) to enable confident and accurate matching for mul...
Formato: | Online Artículo Texto |
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Lenguaje: | English |
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Nature Publishing Group US
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841938/ https://www.ncbi.nlm.nih.gov/pubmed/36646898 http://dx.doi.org/10.1038/s41592-022-01713-x |
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collection | PubMed |
description | Alignment of single-cell proteomics data across platforms is difficult when different data sets contain limited shared features, as is typical in single-cell assays with antibody readouts. Therefore, we developed matching with partial overlap (MARIO) to enable confident and accurate matching for multimodal data integration and cross-species analysis. |
format | Online Article Text |
id | pubmed-9841938 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-98419382023-01-17 Confident multimodal analysis of single cells across platforms and species Nat Methods Research Briefing Alignment of single-cell proteomics data across platforms is difficult when different data sets contain limited shared features, as is typical in single-cell assays with antibody readouts. Therefore, we developed matching with partial overlap (MARIO) to enable confident and accurate matching for multimodal data integration and cross-species analysis. Nature Publishing Group US 2023-01-16 2023 /pmc/articles/PMC9841938/ /pubmed/36646898 http://dx.doi.org/10.1038/s41592-022-01713-x Text en © Springer Nature America, Inc. 2023 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Research Briefing Confident multimodal analysis of single cells across platforms and species |
title | Confident multimodal analysis of single cells across platforms and species |
title_full | Confident multimodal analysis of single cells across platforms and species |
title_fullStr | Confident multimodal analysis of single cells across platforms and species |
title_full_unstemmed | Confident multimodal analysis of single cells across platforms and species |
title_short | Confident multimodal analysis of single cells across platforms and species |
title_sort | confident multimodal analysis of single cells across platforms and species |
topic | Research Briefing |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841938/ https://www.ncbi.nlm.nih.gov/pubmed/36646898 http://dx.doi.org/10.1038/s41592-022-01713-x |