In multicellular organisms,developmental history of cell divisions and functional annotation of terminal cells can be organized into a cell lineage tree(CLT).The reconstruction of the CLT has long been a major goal in...In multicellular organisms,developmental history of cell divisions and functional annotation of terminal cells can be organized into a cell lineage tree(CLT).The reconstruction of the CLT has long been a major goal in developmental biology and other related fields.Recent technological advancements,especially those in editable genomic barcodes and single-cell high-throughput sequencing,have sparked a new wave of experimental methods for reconstructing CLTs.Here we review the existing experimental approaches to the reconstruction of CLT,which are broadly categorized as either image-based or DNA barcode-based methods.In addition,we present a summary of the related literature based on the biological insight pro-vided by the obtained CLTs.Moreover,we discuss the challenges that will arise as more and better CLT data become available in the near future.Genomic barcoding-based CLT reconstructions and analyses,due to their wide applicability and high scalability,offer the potential for novel biological discoveries,especially those related to general and systemic properties of the developmental process.展开更多
Multiple primary lung cancer(MPLC)is an increasingly prevalent subtype of lung cancer.According to recent genomic studies,the different lesions of a single MPLC patient exhibit functional similarities that may reflect...Multiple primary lung cancer(MPLC)is an increasingly prevalent subtype of lung cancer.According to recent genomic studies,the different lesions of a single MPLC patient exhibit functional similarities that may reflect evolutionary convergence.We perform whole-exome sequencing for a unique cohort of MPLC patients with multiple samples from each lesion found.Using our own and other relevant public data,evolutionary tree reconstruction reveals that cancer driver gene mutations occurred at the early trunk,indicating evolutionary contingency rather than adaptive convergence.Additionally,tumors from the same MPLC patient are as genetically diverse as those from different patients,while within-tumor genetic heterogeneity is significantly lower.Furthermore,the aberrant molecular functions enriched in mutated genes for a sample show a strong overlap with other samples from the same tumor,but not with samples from other tumors or other patients.Overall,there is no evidence of adaptive convergence during the evolution of MPLC.Most importantly,the similar between-tumor diversity and between-patient diversity suggest that personalized therapies may not adequately account for the genetic diversity among different tumors in an MPLC patient.To fully exploit the strategic value of precision medicine,targeted therapies should be designed and delivered on a per-lesion basis.展开更多
基金supported by the National Key Research and Development Program of China(2021YFF1200904,2021YFA1302500 to J.-R.Y.)the National Natural Science Foundation of China(32122022,31871320 to J.-R.Y.)by Science and Technology Planning Project of Guangdong Province,China(2014A030304053 to X.Z.).
文摘In multicellular organisms,developmental history of cell divisions and functional annotation of terminal cells can be organized into a cell lineage tree(CLT).The reconstruction of the CLT has long been a major goal in developmental biology and other related fields.Recent technological advancements,especially those in editable genomic barcodes and single-cell high-throughput sequencing,have sparked a new wave of experimental methods for reconstructing CLTs.Here we review the existing experimental approaches to the reconstruction of CLT,which are broadly categorized as either image-based or DNA barcode-based methods.In addition,we present a summary of the related literature based on the biological insight pro-vided by the obtained CLTs.Moreover,we discuss the challenges that will arise as more and better CLT data become available in the near future.Genomic barcoding-based CLT reconstructions and analyses,due to their wide applicability and high scalability,offer the potential for novel biological discoveries,especially those related to general and systemic properties of the developmental process.
基金supported by the National Key Research and Development Program of China to J.-R. Y.(2021YFF1200904 and2021YFA1302500)the National Natural Science Foundation of China to J.-R. Y.(31871320 and 81830103)+1 种基金by Science and Technology Planning Project of ZhuHai,China to H. C.by Science and Technology Planning Project of Guangdong Province,China to X. Z.(2014A030304053)
文摘Multiple primary lung cancer(MPLC)is an increasingly prevalent subtype of lung cancer.According to recent genomic studies,the different lesions of a single MPLC patient exhibit functional similarities that may reflect evolutionary convergence.We perform whole-exome sequencing for a unique cohort of MPLC patients with multiple samples from each lesion found.Using our own and other relevant public data,evolutionary tree reconstruction reveals that cancer driver gene mutations occurred at the early trunk,indicating evolutionary contingency rather than adaptive convergence.Additionally,tumors from the same MPLC patient are as genetically diverse as those from different patients,while within-tumor genetic heterogeneity is significantly lower.Furthermore,the aberrant molecular functions enriched in mutated genes for a sample show a strong overlap with other samples from the same tumor,but not with samples from other tumors or other patients.Overall,there is no evidence of adaptive convergence during the evolution of MPLC.Most importantly,the similar between-tumor diversity and between-patient diversity suggest that personalized therapies may not adequately account for the genetic diversity among different tumors in an MPLC patient.To fully exploit the strategic value of precision medicine,targeted therapies should be designed and delivered on a per-lesion basis.
基金We acknowledge the financial support from the National Natural Science Foundation of China(51571184,21501165,21875236,21573211,21633007)the National Key R&D Program on Nano Science and Technology(2016YFA0200602,2018YFA0208702)+3 种基金the Fundamental Research Funds for the Central Universities(WK2060190085)the Joint Funds from Hefei National Synchrotron Radiation Laboratory(KY2060000111)the Anhui Initiative in Quantum Information Technologies(AHY090200)We also thank the support from the USTC Center for Micro and Nanoscale Research and Fabrication.
