Study / S5EGSUYZ92019-01-25

High-throughput functional analysis of lncRNA core promoters elucidates rules governing tissue specificity

Kaia Mattioli, Pieter-Jan Volders, Chiara Gerhardinger, James C. Lee, Philipp G. Maass et al.

About this study

Transcription initiates at both coding and noncoding genomic elements, including mRNA and long noncoding RNA (lncRNA) core promoters and enhancer RNAs (eRNAs). However, each class has a different expression profile with lncRNAs and eRNAs being the most tissue specific. How these complex differences in expression profiles and tissue specificities are encoded in a single DNA sequence remains unresolved. Here, we address this question using computational approaches and massively parallel reporter assays (MPRA) surveying hundreds of promoters and enhancers. We find that both divergent lncRNA and mRNA core promoters have higher capacities to drive transcription than nondivergent lncRNA and mRNA core promoters, respectively. Conversely, intergenic lncRNAs (lincRNAs) and eRNAs have lower capacities to drive transcription and are more tissue specific than divergent genes. This higher tissue specificity is strongly associated with having less complex transcription factor (TF) motif profiles at the core promoter. We experimentally validated these findings by testing both engineered single-nucleotide deletions and human single-nucleotide polymorphisms (SNPs) in MPRA. In both cases, we observe that single nucleotides associated with many motifs are important drivers of promoter activity. Thus, we suggest that high TF motif density serves as a robust mechanism to increase promoter activity at the expense of tissue specificity. Moreover, we find that 22% of common SNPs in core promoter regions have significant regulatory effects. Collectively, our findings show that high TF motif density provides redundancy and increases promoter activity at the expense of tissue specificity, suggesting that specificity of expression may be regulated by simplicity of motif usage.

Full author list & citation

Kaia Mattioli, Pieter-Jan Volders, Chiara Gerhardinger, James C. Lee, Philipp G. Maass, Marta Melé, John L. Rinn. High-throughput functional analysis of lncRNA core promoters elucidates rules governing tissue specificity. 2019-01-25. https://doi.org/10.1101/gr.242222.118

Experiments 8

E1SLP4V6L

POOL1 pNoCMVMPRA1 HepG2 MPRA

approximately 120,000 oligo TSS/core-promoter library was assayed in HepG2 cells using the no-minimal-promoter GFP reporter (pNoCMVMPRA1). RNA barcode output was normalized to matched input DNA across 4 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
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E1VO2JV38

POOL1 pNoCMVMPRA1 HeLa MPRA

approximately 120,000 oligo TSS/core-promoter library was assayed in HeLa cells using the no-minimal-promoter GFP reporter (pNoCMVMPRA1). RNA barcode output was normalized to matched input DNA across 4 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
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E2BR5IEYS

POOL1 pMPRA1 K562 MPRA

approximately 120,000 oligo TSS/core-promoter library was assayed in K562 cells using the minimal-promoter GFP reporter (pMPRA1). RNA barcode output was normalized to matched input DNA across 4 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
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E2MKPYMGX

POOL2 pMPRA1 K562 MPRA

approximately 119,000 oligo single-nucleotide deletion library spanning selected lncRNA promoters, nearby mRNA promoters, and enhancers was assayed in K562 cells using the minimal-promoter GFP reporter (pMPRA1). RNA barcode output was normalized to matched input DNA across 4 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
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E5FCE8FMC

POOL1 pMPRA1 HeLa MPRA

approximately 120,000 oligo TSS/core-promoter library was assayed in HeLa cells using the minimal-promoter GFP reporter (pMPRA1). RNA barcode output was normalized to matched input DNA across 4 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
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E64DV5K2C

POOL1 pMPRA1 HepG2 MPRA

approximately 120,000 oligo TSS/core-promoter library was assayed in HepG2 cells using the minimal-promoter GFP reporter (pMPRA1). RNA barcode output was normalized to matched input DNA across 12 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
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E8CQY5QR0

POOL2 pMPRA1 HepG2 MPRA

approximately 119,000 oligo single-nucleotide deletion library spanning selected lncRNA promoters, nearby mRNA promoters, and enhancers was assayed in HepG2 cells using the minimal-promoter GFP reporter (pMPRA1). RNA barcode output was normalized to matched input DNA across 8 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
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E991U2JJB

POOL1 pNoCMVMPRA1 K562 MPRA

approximately 120,000 oligo TSS/core-promoter library was assayed in K562 cells using the no-minimal-promoter GFP reporter (pNoCMVMPRA1). RNA barcode output was normalized to matched input DNA across 4 replicate(s).

Promoter / Core Promoter MPRAHumanhg19
Explore data

Raw source data 201 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

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