Understanding how cis-regulatory elements facilitate gene expression is a key question in biology.Recent advances in single-cell genomics have led to the discovery of cell-specific chromatin landscapes that underlie t...Understanding how cis-regulatory elements facilitate gene expression is a key question in biology.Recent advances in single-cell genomics have led to the discovery of cell-specific chromatin landscapes that underlie transcription programs in animal models.However,the high equipment and reagent costs of commercial systems limit their applications for many laboratories.In this study,we developed a combinatorial index and dual PCR barcode strategy to profile the Arabidopsis thaliana root single-cell epigenome without any specialized equipment.We generated chromatin accessibility profiles for 13576 root nuclei with an average of 12784 unique Tn5 integrations per cell.Integration of the single-cell assay for transposaseaccessible chromatin sequencing and RNA sequencing data sets enabled the identification of 24 cell clusters with unique transcription,chromatin,and cis-regulatory signatures.Comparison with single-cell data generated using the commercial microfluidic platform from 10X Genomics revealed that this low-cost combinatorial index method is capable of unbiased identification of cell-type-specific chromatin accessibility.We anticipate that,by removing cost,instrumentation,and other technical obstacles,this method will be a valuable tool for routine investigation of single-cell epigenomes and provide new insights into plant growth and development and plant interactions with the environment.展开更多
BACKGROUND The prognosis of gastric cancer continues to remain poor,and epigenetic drugs like histone deacetylase inhibitors(HDACi)have been envisaged as potential therapeutic agents.Nevertheless,clinical trials are f...BACKGROUND The prognosis of gastric cancer continues to remain poor,and epigenetic drugs like histone deacetylase inhibitors(HDACi)have been envisaged as potential therapeutic agents.Nevertheless,clinical trials are facing issues with toxicity and efficacy against solid tumors,which may be partly due to the lack of patient stratification for effective treatments.To study the need of patient stratification before HDACi treatment,and the efficacy of pre-treatment of HDACi as a chemotherapeutic drug sensitizer.METHODS The expression activity of class 1 HDACs and histone acetylation was examined in human gastric cancer cells and tissues.The potential combinatorial regime of HDACi and chemotherapy drugs was defined on the basis of observed drug binding assays,chromatin remodeling and cell death.RESULTS In the present study,the data suggest that the differential increase in HDAC activity and the expression of class 1 HDACs are associated with hypoacetylation of histone proteins in tumors compared to normal adjacent mucosa tissue samples of gastric cancer.The data highlights for the first time that pretreatment of HDACi results in an increased amount of DNA-bound drugs associated with enhanced histone acetylation,chromatin relaxation and cell cycle arrest.Fraction-affected plots and combination index-based analysis show that pre-HDACi chemo drug combinatorial regimes,including valproic acid with cisplatin or oxaliplatin and trichostatin A with epirubicin,exhibit synergism with maximum cytotoxic potential due to higher cell death at low combined doses in gastric cancer cell lines.CONCLUSION Expression or activity of class 1 HDACs among gastric cancer patients present an effective approach for patient stratification.Furthermore,HDACi therapy in pretreatment regimes is more effective with chemotherapy drugs,and may aid in predicting individual patient prognosis.展开更多
基金funded with support from the NSFC for Young Scientists(32100438)the China Postdoctoral Science Foundation(2020M672858 and 2021T140677)(to X.T.)+5 种基金Hong Kong GRF-14104119,GRF-14109420and AoE/M-403/16funding from the State Key Laboratory of Agrobiotechnology(to S.Z.)the NSF(IOS-1856627)the UGA Office of Research(to R.J.S.)an NSF postdoctoral fellowship in biology(DBI-1905869 to A.P.M.).
文摘Understanding how cis-regulatory elements facilitate gene expression is a key question in biology.Recent advances in single-cell genomics have led to the discovery of cell-specific chromatin landscapes that underlie transcription programs in animal models.However,the high equipment and reagent costs of commercial systems limit their applications for many laboratories.In this study,we developed a combinatorial index and dual PCR barcode strategy to profile the Arabidopsis thaliana root single-cell epigenome without any specialized equipment.We generated chromatin accessibility profiles for 13576 root nuclei with an average of 12784 unique Tn5 integrations per cell.Integration of the single-cell assay for transposaseaccessible chromatin sequencing and RNA sequencing data sets enabled the identification of 24 cell clusters with unique transcription,chromatin,and cis-regulatory signatures.Comparison with single-cell data generated using the commercial microfluidic platform from 10X Genomics revealed that this low-cost combinatorial index method is capable of unbiased identification of cell-type-specific chromatin accessibility.We anticipate that,by removing cost,instrumentation,and other technical obstacles,this method will be a valuable tool for routine investigation of single-cell epigenomes and provide new insights into plant growth and development and plant interactions with the environment.
基金Supported by TMH-IRG(account number-466/2012 and 164/2016)LTMT grant for project funding+1 种基金ACTREC-TMC for funding to Gupta labsupported by ACTREC fellowships
文摘BACKGROUND The prognosis of gastric cancer continues to remain poor,and epigenetic drugs like histone deacetylase inhibitors(HDACi)have been envisaged as potential therapeutic agents.Nevertheless,clinical trials are facing issues with toxicity and efficacy against solid tumors,which may be partly due to the lack of patient stratification for effective treatments.To study the need of patient stratification before HDACi treatment,and the efficacy of pre-treatment of HDACi as a chemotherapeutic drug sensitizer.METHODS The expression activity of class 1 HDACs and histone acetylation was examined in human gastric cancer cells and tissues.The potential combinatorial regime of HDACi and chemotherapy drugs was defined on the basis of observed drug binding assays,chromatin remodeling and cell death.RESULTS In the present study,the data suggest that the differential increase in HDAC activity and the expression of class 1 HDACs are associated with hypoacetylation of histone proteins in tumors compared to normal adjacent mucosa tissue samples of gastric cancer.The data highlights for the first time that pretreatment of HDACi results in an increased amount of DNA-bound drugs associated with enhanced histone acetylation,chromatin relaxation and cell cycle arrest.Fraction-affected plots and combination index-based analysis show that pre-HDACi chemo drug combinatorial regimes,including valproic acid with cisplatin or oxaliplatin and trichostatin A with epirubicin,exhibit synergism with maximum cytotoxic potential due to higher cell death at low combined doses in gastric cancer cell lines.CONCLUSION Expression or activity of class 1 HDACs among gastric cancer patients present an effective approach for patient stratification.Furthermore,HDACi therapy in pretreatment regimes is more effective with chemotherapy drugs,and may aid in predicting individual patient prognosis.