genomics core unit core unit head - cnio · with its portfolio of services that survey different...

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SPANISH NATIONAL CANCER RESEARCH CENTRE, CNIO 139 ANNUAL REPORT 2019 138 BIOTECHNOLOGY PROGRAMME | GENOMICS CORE UNIT INNOVATION GENOMICS CORE UNIT RESEARCH HIGHLIGHTS With its portfolio of services that survey different levels of biological complexity, the Genomics Unit contributes to the research projects of multiple CNIO groups. A wide genomic level is addressed by deep-sequencing technologies ( NGS ) and their applications. NGS permits a variety of different explorations, such as whole genome and whole exome tumour characterisation, transcriptomic analyses and location of chromatin interacting protein factors or RNA binding. This year we acquired and installed 2 pieces of equipment that enrich our capacity in this field : a Chromium Controller from 10x Genomics, suitable to perform single-cell genomics studies ; and a sequencer ( NextSeq, Illumina ), a necessary element for the readout of NGS applications. Some of our contributions led to the two following research reports being published in 2019, with the co-authorship of some of the Unit’s members : Fernández-Barral et al. report the presence of the vitamin D nuclear receptor ( VDR ) and stem cell markers ( LGR5 ) in the human intestinal mucosa. Transcriptomics and ChIP-seq data support a direct effect of calcitriol, the active metabolite of vitamin D, in colon mucosa crypt stem cells. Vitamin D was found to display both pro- stemness and antiproliferative effects on the intestinal mucosa and is therefore proposed to contribute to the homeostasis of healthy intestine. The other report by Santos et al. describes organoids that recapitulate urothelial features in vivo. 90% of bladder cancer cases originate in the urothelium, and its growth and differentiation characteristics are poorly understood. The single-cell transcriptomics platform of 10x Genomics revealed cellular heterogeneity in different organoid culture conditions, and common and distinct cellular programmes under differentiation or proliferative responses. In addition, the study uncovered the involvement of Notch signalling in urothelial differentiation, which is consistent with the reported findings of mutated Notch pathway components in bladder tumours, and with the down regulation of NOTCH1 transcript levels in transformed bladder cells. s OVERVIEW The Genomics Unit provides on-demand services in the genetics/genomics fields to CNIO researchers and the wider research community. Technologies are put in place with the capacity to interrogate genomes and their activities in a single assay. These methodologies contribute to dissecting molecular hierarchies and pathways. Processes such as functional activation states, as delineated by transcriptomic profiles ( mRNA, miRNA ) or protein factor interplays at the gene level, and structural features, such as mutation landscapes or variations in chromatin structure, can all be examined to study the quick-paced lives of cancer tumours. We cover a broad range of applications, including solutions such as exome mutational landscapes, protein location analysis by ChIP-seq analysis and transcriptome profiles by RNA-seq technologies, complemented with more traditional characterisations by capillary Sanger DNA sequencing. Among other side activities, we also manage a rather active transgenic mouse genotyping service. Orlando Domínguez Core Unit Head Technicians Purificación Arribas, Guadalupe Luengo, Jorge Monsech, Ángeles Rubio, Marco de Mesa, Laura Conde José Luis Espadas ( since December ) ( PEJ )* *Plan de Empleo Joven ( Youth Employment Plan ) “The services in the genetics- genomics fields provided by the Genomics Unit contribute towards the understanding of molecular processes in homeostasis and disease at different levels of biological complexity.” Figure Conventional gene expression analysis is performed on RNA extracts from multicellular tissues or samples. Since an average expression value per gene is obtained, the cellular heterogeneity of complex cell populations is masked. On the other hand, the analysis of thousands of individual cells at the single cell level exposes the unique reality of complex cell populations. PC2 Conventional Gene Expression 1 C P One average data point from a mixture of cells: cellular heterogeneity masked PUBLICATIONS Santos CP, Lapi E, Martínez de Villarreal J, Álvaro-Espinosa L, Fernández-Barral A, Barbáchano A, Domínguez O, Laughney AM, Megías D, Muñoz A, Real FX ( 2019 ). Urothelial organoids originating from Cd49fhigh mouse stem cells display Notch-dependent differentiation capacity. Nat Commun 10, 4407. Fernández-Barral A, Costales-Carrera A, Buira SP, Jung P, Ferrer-Mayorga G, Larriba MJ, Bustamante-Madrid P, Domínguez O, Real FX, Guerra-Pastrián L, Lafarga M, García-Olmo D, Cantero R, Del Peso L, Batlle E, Rojo F, Muñoz A, Barbáchano A ( 2019 ). Vitamin D differentially regulates colon stem cells in patient-derived nor- mal and tumor organoids. FEBS J. PMID : 31306552. t-SNE2 Single Cell Gene Expression 1 E N S - t

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Page 1: GENOMICS CORE UNIT Core Unit Head - CNIO · With its portfolio of services that survey different levels of biological complexity, the Genomics Unit contributes to the ... ∞ Santos

SPANISH NATIONAL CANCER RESEARCH CENTRE, CNIO 139ANNUAL REPORT 2019 138

Biotechnology Programme | GENOmICS CORE UNITinnovation

GENOMICS CORE UNIT

reSearch highlightS

With its portfolio of services that survey different levels of biological complexity, the Genomics Unit contributes to the research projects of multiple CNIO groups. A wide genomic level is addressed by deep-sequencing technologies ( NGS ) and their applications. NGS permits a variety of different explorations, such as whole genome and whole exome tumour characterisation, transcriptomic analyses and location of chromatin interacting protein factors or RNA binding. This year we acquired and installed 2 pieces of equipment that enrich our capacity in this field : a Chromium Controller from 10x Genomics, suitable to perform single-cell genomics studies ; and a sequencer ( NextSeq, Illumina ), a necessary element for the readout of NGS applications.

Some of our contributions led to the two following research reports being published in 2019, with the co-authorship of some of the Unit’s members : Fernández-Barral et al. report the presence of the vitamin D nuclear receptor ( VDR ) and stem cell markers ( LGR5 ) in the human intestinal mucosa. Transcriptomics and ChIP-seq data support a direct effect of calcitriol, the active metabolite of vitamin D, in colon mucosa crypt stem cells. Vitamin D was found to display both pro-stemness and antiproliferative effects on the intestinal mucosa and is therefore proposed to contribute to the homeostasis of healthy intestine. The other report by Santos et al. describes organoids that recapitulate urothelial features in vivo. 90% of bladder cancer cases originate in the urothelium, and its growth and differentiation characteristics are poorly understood. The single-cell transcriptomics platform of 10x Genomics revealed cellular heterogeneity in different organoid culture conditions, and common and distinct cellular programmes under differentiation or proliferative responses. In addition, the study uncovered the involvement of Notch signalling in urothelial differentiation, which is consistent with the reported findings of mutated Notch pathway components in bladder tumours, and with the down regulation of NOTCH1 transcript levels in transformed bladder cells. s

overvieW

The Genomics Unit provides on-demand services in the genetics/genomics fields to CNIO researchers and the wider research community. Technologies are put in place with the capacity to interrogate genomes and their activities in a single assay. These methodologies contribute to dissecting molecular hierarchies and pathways. Processes such as functional activation states, as delineated by transcriptomic profiles ( mRNA, miRNA ) or protein factor interplays at the gene level, and structural features, such as mutation landscapes or variations in chromatin structure, can all be examined to study the quick-paced lives of cancer tumours. We cover a broad range of applications, including solutions such as exome mutational landscapes, protein location analysis by ChIP-seq analysis and transcriptome profiles by RNA-seq technologies, complemented with more traditional characterisations by

capillary Sanger DNA sequencing. Among other side activities, we also manage a rather active transgenic mouse genotyping service.

Orlando DomínguezCore Unit Head

TechniciansPurificación Arribas, Guadalupe Luengo, Jorge Monsech, Ángeles Rubio, Marco de Mesa, Laura Conde

José Luis Espadas ( since December ) ( PEJ )*

*Plan de Empleo Joven ( Youth Employment

Plan )

“ The services in the genetics-genomics fields provided by the Genomics Unit contribute towards the understanding of molecular processes in homeostasis and disease at different levels of biological complexity.”

F i g u re  Convent iona l gene expression analysis is performed on RNA extracts from multicellular tissues or samples. Since an average expression value per gene is obtained, the cellular heterogeneity of complex

cell populations is masked. On the other hand, the analysis of thousands of individual cells at the single cell level exposes the unique reality of complex cell populations.

PC2

t-SN

E2

Conventional Gene Expression Single Cell Gene Expression

1ENS-t1CP

One average data point from a mixture of cells:cellular heterogeneity masked

∞ PUBLICATIONS

∞ Santos CP, Lapi E, Martínez de Villarreal J, Álvaro-Espinosa L, Fernández-Barral A, Barbáchano A, Domínguez O, Laughney AM, Megías D, Muñoz A, Real FX ( 2019 ). Urothelial organoids originating from Cd49fhigh mouse stem cells display Notch-dependent differentiation capacity. Nat Commun 10, 4407.

∞ Fernández-Barral A, Costales-Carrera A, Buira SP, Jung P, Ferrer-Mayorga G, Larriba MJ, Bustamante-Madrid P, Domínguez O, Real FX, Guerra-Pastrián L, Lafarga M, García-Olmo D, Cantero R, Del Peso L, Batlle E, Rojo F, Muñoz A, Barbáchano A ( 2019 ). Vitamin D differentially regulates colon stem cells in patient-derived nor-mal and tumor organoids. FEBS J. PMID : 31306552.

PC2

t-SN

E2

Conventional Gene Expression Single Cell Gene Expression

1ENS-t1CP

One average data point from a mixture of cells:cellular heterogeneity masked