2022
DOI: 10.1186/s13045-022-01280-w
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Single-cell sequencing: a promising approach for uncovering the mechanisms of tumor metastasis

Abstract: Single-cell sequencing (SCS) is an emerging high-throughput technology that can be used to study the genomics, transcriptomics, and epigenetics at a single cell level. SCS is widely used in the diagnosis and treatment of various diseases, including cancer. Over the years, SCS has gradually become an effective clinical tool for the exploration of tumor metastasis mechanisms and the development of treatment strategies. Currently, SCS can be used not only to analyze metastasis-related malignant biological charact… Show more

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Cited by 40 publications
(31 citation statements)
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References 166 publications
(198 reference statements)
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“…Tumor immunotherapy has been widely investigated and employed in clinical fields, as it holds great promise as a neoadjuvant therapy besides surgery and radiotherapy (61)(62)(63). At present, many inhibitors have been identified to play emerging roles in tumor suppression by regulating TME or assisting immuno-surveillance by immune cells (64).…”
Section: Discussionmentioning
confidence: 99%
“…Tumor immunotherapy has been widely investigated and employed in clinical fields, as it holds great promise as a neoadjuvant therapy besides surgery and radiotherapy (61)(62)(63). At present, many inhibitors have been identified to play emerging roles in tumor suppression by regulating TME or assisting immuno-surveillance by immune cells (64).…”
Section: Discussionmentioning
confidence: 99%
“…The occurrence of metastasis is influenced not only by the driving force of the tumor itself but also by the environment surrounding the tumor cells. In the TME, TAMs are closely associated with tumor metastasis [ 69 ].…”
Section: Mechanisms Of Tumor Progression Mediated By Macrophagesmentioning
confidence: 99%
“…As a recent example, when pairs of primary and metastatic tumor tissues were collected from TN patients and evaluated to determine their gene expression, gene mutations were rarely observed, but the gene expression signatures of immunomodulatory and other genes changed; this shift is thought to be one of the causes of the reduced or lack of efficacy of immunotherapeutic agents [ 66 ]. High-resolution profiling of cancer tissue at a single-cell level using scRNA-seq is a powerful tool to elucidate the nature and characteristics of the cell populations in complex types of cancer [ 67 , 68 ]; however, this method does not provide positional information about which cells a cancer cell is interacting with when the tissue is broken down into individual cells for sequencing.…”
Section: Spatial Transcriptomicsmentioning
confidence: 99%
“…Gene expression patterns acquired at the single-cell level and spatial transcriptomes have revealed heterogeneity that exists within breast cancer tissues of patients [ 65 , 67 , 68 , 77 , 79 , 80 ]. In order to utilize and further expand these findings, it is important to improve the accuracy by combining them with other modalities.…”
Section: Ai-based Analysis Of Spatial Transcriptomics and Medical Imagesmentioning
confidence: 99%