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lung cancer research immune network technology data analysis clinical application spatial transcriptomics • merfish  (Spatial Transcriptomics Inc)

 
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    Spatial Transcriptomics Inc lung cancer research immune network technology data analysis clinical application spatial transcriptomics • merfish
    Lung Cancer Research Immune Network Technology Data Analysis Clinical Application Spatial Transcriptomics • Merfish, supplied by Spatial Transcriptomics Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/spatial+transcriptomic+data+analysis/merfish/pm41619173-675-24-34
    Average 86 stars, based on 1 article reviews
    lung cancer research immune network technology data analysis clinical application spatial transcriptomics • merfish - by Bioz Stars, 2026-09
    86/100 stars

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    Related Articles

    Spatial Transcriptomics:

    Article Title: The Evolution of Spatial Omics Technologies Introduces A Novel Avenue for Lung Cancer Research.
    Article Snippet: .. D ow nloaded from https://academ ic.oup.com /gpb/advance-article/doi/10.1093/gpbjnl/qzag010/8450248 by guest on 04 February 2026 The Evolution of Spatial Omics Technologies Introduces A Novel Avenue for Lung Cancer Research Immune Network Technology Data Analysis Clinical Application Spatial Transcriptomics • MERFISH, Xenium • FISSEQ • Visium, Stereo-seq Spatial Proteomics • IMC, MIBI • CODEX, CosMx Emerging • Spatial Metabolomics • Spatial Epigenomics Image Processing & Segmentation Annotation Cross-modal Fusion Normalization Cell-cell CommunicationVisualization Biopsy Precision Treatment Margin, Core, Stroma, Nest Spaial Structure Subtpye Heterogeneity Tumor Architecture Im une Int ractions Future Outlook Enhance Technical Performance • Higher Resolution • Higher Input • Larger Area Spatiotemporal Data FusionPatient 1 Patient n Tumor ... • Different Technology • Different Sampling Location • Different Sampling Time • Lower prices • Less time Standardization Scalability Graphic Abstract Click here to access/download;Figure;Graphic Abstract.pdf D ow nloaded from https://academ ic.oup.com /gpb/advance-article/doi/10.1093/gpbjnl/qzag010/8450248 by guest on 04 February 2026 ..

    Article Title: MERFISH+, a large-scale, multi-omics spatial technology resolves the molecular holograms of the 3D human developing heart
    Article Snippet: .. Together, these improvements make MERFISH+ probes a more robust and reliable platform for high-resolution spatial transcriptomics, especially for limited human samples. ..

    Article Title: SEPAR enables spatial metagene discovery and associated molecular pattern characterization in spatial transcriptomics and multi-omics datasets
    Article Snippet: .. Image-based spatial transcriptomics technologies that utilize fluorescence in situ hybridization or in situ sequencing, such as seqFISH+ , osmFISH , MERFISH , and STARmap , can offer single-cell resolution expression and precise spatial information of RNA transcripts. .. These methods utilize pre-designed probes and high-resolution microscopy for detection, thus enabling absolute quantification of transcripts with spatial context, but they are restricted to limited pre-selected genes compared to sequencing-based spatial transcriptomics technologies.

    Article Title: NicheAgent: LLM-Guided Zero-Shot Niche Identification for Spatial Transcriptomics
    Article Snippet: .. Spatial transcriptomics (ST) technologiesincluding MERFISH [ ], STARmap [ ], and 10x Visium enable in situ measurement of gene expression while preserving the native spatial organization of tissues. ..

    Article Title: Nicheformer: a foundation model for single-cell and spatial omics
    Article Snippet: .. The spatial part of the SpatialCorpus-110M consists of datasets measured with image-based spatial transcriptomics technologies, namely CosMx, ISS, MERFISH and 10x Xenium. ..

    Article Title: SpNeigh: spatial neighborhood and differential expression analysis for high-resolution spatial transcriptomics
    Article Snippet: .. Spatial transcriptomics technologies such as Xenium, MERFISH, and Visium HD enable high-resolution profiling of gene expression while preserving tissue architecture. ..

    Spatial Proteomics:

    Article Title: The Evolution of Spatial Omics Technologies Introduces A Novel Avenue for Lung Cancer Research.
    Article Snippet: .. D ow nloaded from https://academ ic.oup.com /gpb/advance-article/doi/10.1093/gpbjnl/qzag010/8450248 by guest on 04 February 2026 The Evolution of Spatial Omics Technologies Introduces A Novel Avenue for Lung Cancer Research Immune Network Technology Data Analysis Clinical Application Spatial Transcriptomics • MERFISH, Xenium • FISSEQ • Visium, Stereo-seq Spatial Proteomics • IMC, MIBI • CODEX, CosMx Emerging • Spatial Metabolomics • Spatial Epigenomics Image Processing & Segmentation Annotation Cross-modal Fusion Normalization Cell-cell CommunicationVisualization Biopsy Precision Treatment Margin, Core, Stroma, Nest Spaial Structure Subtpye Heterogeneity Tumor Architecture Im une Int ractions Future Outlook Enhance Technical Performance • Higher Resolution • Higher Input • Larger Area Spatiotemporal Data FusionPatient 1 Patient n Tumor ... • Different Technology • Different Sampling Location • Different Sampling Time • Lower prices • Less time Standardization Scalability Graphic Abstract Click here to access/download;Figure;Graphic Abstract.pdf D ow nloaded from https://academ ic.oup.com /gpb/advance-article/doi/10.1093/gpbjnl/qzag010/8450248 by guest on 04 February 2026 ..

    Sampling:

    Article Title: The Evolution of Spatial Omics Technologies Introduces A Novel Avenue for Lung Cancer Research.
    Article Snippet: .. D ow nloaded from https://academ ic.oup.com /gpb/advance-article/doi/10.1093/gpbjnl/qzag010/8450248 by guest on 04 February 2026 The Evolution of Spatial Omics Technologies Introduces A Novel Avenue for Lung Cancer Research Immune Network Technology Data Analysis Clinical Application Spatial Transcriptomics • MERFISH, Xenium • FISSEQ • Visium, Stereo-seq Spatial Proteomics • IMC, MIBI • CODEX, CosMx Emerging • Spatial Metabolomics • Spatial Epigenomics Image Processing & Segmentation Annotation Cross-modal Fusion Normalization Cell-cell CommunicationVisualization Biopsy Precision Treatment Margin, Core, Stroma, Nest Spaial Structure Subtpye Heterogeneity Tumor Architecture Im une Int ractions Future Outlook Enhance Technical Performance • Higher Resolution • Higher Input • Larger Area Spatiotemporal Data FusionPatient 1 Patient n Tumor ... • Different Technology • Different Sampling Location • Different Sampling Time • Lower prices • Less time Standardization Scalability Graphic Abstract Click here to access/download;Figure;Graphic Abstract.pdf D ow nloaded from https://academ ic.oup.com /gpb/advance-article/doi/10.1093/gpbjnl/qzag010/8450248 by guest on 04 February 2026 ..

    Fluorescence:

    Article Title: SEPAR enables spatial metagene discovery and associated molecular pattern characterization in spatial transcriptomics and multi-omics datasets
    Article Snippet: .. Image-based spatial transcriptomics technologies that utilize fluorescence in situ hybridization or in situ sequencing, such as seqFISH+ , osmFISH , MERFISH , and STARmap , can offer single-cell resolution expression and precise spatial information of RNA transcripts. .. These methods utilize pre-designed probes and high-resolution microscopy for detection, thus enabling absolute quantification of transcripts with spatial context, but they are restricted to limited pre-selected genes compared to sequencing-based spatial transcriptomics technologies.

    Article Title: Understanding and Advancing Wound Healing in the Era of Multi-Omic Technology.
    Article Snippet: .. Spatial transcriptomics platforms such as 10× Visium, Slide-seq, and Multiplexed error-robust fluorescence in situ hybridization (MERFISH) preserve tissue architecture while capturing spatially resolved gene expression profiles, enabling the identification of spatial gradients in inflammatory signaling, revascularization, and epidermal regeneration [66,67]. ..

    In Situ Hybridization:

    Article Title: SEPAR enables spatial metagene discovery and associated molecular pattern characterization in spatial transcriptomics and multi-omics datasets
    Article Snippet: .. Image-based spatial transcriptomics technologies that utilize fluorescence in situ hybridization or in situ sequencing, such as seqFISH+ , osmFISH , MERFISH , and STARmap , can offer single-cell resolution expression and precise spatial information of RNA transcripts. .. These methods utilize pre-designed probes and high-resolution microscopy for detection, thus enabling absolute quantification of transcripts with spatial context, but they are restricted to limited pre-selected genes compared to sequencing-based spatial transcriptomics technologies.

    Article Title: Understanding and Advancing Wound Healing in the Era of Multi-Omic Technology.
    Article Snippet: .. Spatial transcriptomics platforms such as 10× Visium, Slide-seq, and Multiplexed error-robust fluorescence in situ hybridization (MERFISH) preserve tissue architecture while capturing spatially resolved gene expression profiles, enabling the identification of spatial gradients in inflammatory signaling, revascularization, and epidermal regeneration [66,67]. ..

    In Situ:

    Article Title: SEPAR enables spatial metagene discovery and associated molecular pattern characterization in spatial transcriptomics and multi-omics datasets
    Article Snippet: .. Image-based spatial transcriptomics technologies that utilize fluorescence in situ hybridization or in situ sequencing, such as seqFISH+ , osmFISH , MERFISH , and STARmap , can offer single-cell resolution expression and precise spatial information of RNA transcripts. .. These methods utilize pre-designed probes and high-resolution microscopy for detection, thus enabling absolute quantification of transcripts with spatial context, but they are restricted to limited pre-selected genes compared to sequencing-based spatial transcriptomics technologies.

    Article Title: NicheAgent: LLM-Guided Zero-Shot Niche Identification for Spatial Transcriptomics
    Article Snippet: .. Spatial transcriptomics (ST) technologiesincluding MERFISH [ ], STARmap [ ], and 10x Visium enable in situ measurement of gene expression while preserving the native spatial organization of tissues. ..

    Sequencing:

    Article Title: SEPAR enables spatial metagene discovery and associated molecular pattern characterization in spatial transcriptomics and multi-omics datasets
    Article Snippet: .. Image-based spatial transcriptomics technologies that utilize fluorescence in situ hybridization or in situ sequencing, such as seqFISH+ , osmFISH , MERFISH , and STARmap , can offer single-cell resolution expression and precise spatial information of RNA transcripts. .. These methods utilize pre-designed probes and high-resolution microscopy for detection, thus enabling absolute quantification of transcripts with spatial context, but they are restricted to limited pre-selected genes compared to sequencing-based spatial transcriptomics technologies.

    Single Cell:

    Article Title: SEPAR enables spatial metagene discovery and associated molecular pattern characterization in spatial transcriptomics and multi-omics datasets
    Article Snippet: .. Image-based spatial transcriptomics technologies that utilize fluorescence in situ hybridization or in situ sequencing, such as seqFISH+ , osmFISH , MERFISH , and STARmap , can offer single-cell resolution expression and precise spatial information of RNA transcripts. .. These methods utilize pre-designed probes and high-resolution microscopy for detection, thus enabling absolute quantification of transcripts with spatial context, but they are restricted to limited pre-selected genes compared to sequencing-based spatial transcriptomics technologies.

    Expressing:

    Article Title: SEPAR enables spatial metagene discovery and associated molecular pattern characterization in spatial transcriptomics and multi-omics datasets
    Article Snippet: .. Image-based spatial transcriptomics technologies that utilize fluorescence in situ hybridization or in situ sequencing, such as seqFISH+ , osmFISH , MERFISH , and STARmap , can offer single-cell resolution expression and precise spatial information of RNA transcripts. .. These methods utilize pre-designed probes and high-resolution microscopy for detection, thus enabling absolute quantification of transcripts with spatial context, but they are restricted to limited pre-selected genes compared to sequencing-based spatial transcriptomics technologies.

    Gene Expression:

    Article Title: NicheAgent: LLM-Guided Zero-Shot Niche Identification for Spatial Transcriptomics
    Article Snippet: .. Spatial transcriptomics (ST) technologiesincluding MERFISH [ ], STARmap [ ], and 10x Visium enable in situ measurement of gene expression while preserving the native spatial organization of tissues. ..

    Article Title: SpNeigh: spatial neighborhood and differential expression analysis for high-resolution spatial transcriptomics
    Article Snippet: .. Spatial transcriptomics technologies such as Xenium, MERFISH, and Visium HD enable high-resolution profiling of gene expression while preserving tissue architecture. ..

    Article Title: Understanding and Advancing Wound Healing in the Era of Multi-Omic Technology.
    Article Snippet: .. Spatial transcriptomics platforms such as 10× Visium, Slide-seq, and Multiplexed error-robust fluorescence in situ hybridization (MERFISH) preserve tissue architecture while capturing spatially resolved gene expression profiles, enabling the identification of spatial gradients in inflammatory signaling, revascularization, and epidermal regeneration [66,67]. ..

    Preserving:

    Article Title: NicheAgent: LLM-Guided Zero-Shot Niche Identification for Spatial Transcriptomics
    Article Snippet: .. Spatial transcriptomics (ST) technologiesincluding MERFISH [ ], STARmap [ ], and 10x Visium enable in situ measurement of gene expression while preserving the native spatial organization of tissues. ..

    Article Title: SpNeigh: spatial neighborhood and differential expression analysis for high-resolution spatial transcriptomics
    Article Snippet: .. Spatial transcriptomics technologies such as Xenium, MERFISH, and Visium HD enable high-resolution profiling of gene expression while preserving tissue architecture. ..

    Generated:

    Article Title: A spatially informed matrix normal model for gene co-expression analysis in spatial transcriptomics studies
    Article Snippet: .. We conducted a cross-species gene co-expression analysis on human and mouse brain cortex data [ ] generated by MERFISH, an imaging-based spatial transcriptomics technology [ ]. ..

    Imaging:

    Article Title: A spatially informed matrix normal model for gene co-expression analysis in spatial transcriptomics studies
    Article Snippet: .. We conducted a cross-species gene co-expression analysis on human and mouse brain cortex data [ ] generated by MERFISH, an imaging-based spatial transcriptomics technology [ ]. ..



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