The long noncoding RNA Malat1 regulates CD8+ T cell differentiation by mediating epigenetic repression.
Jad N Kanbar, Shengyun Ma, Eleanor S Kim, Nadia S Kurd, Matthew S Tsai, Tiffani Tysl, Christella E Widjaja, Abigail E Limary, Brian Yee, Zhaoren He, Yajing Hao, Xiang-Dong Fu, Gene W Yeo, Wendy J Huang, John T Chang
The Journal of experimental medicine · 2022 · Vol. 219 (6)
Abstract
During an immune response to microbial infection, CD8+ T cells give rise to short-lived effector cells and memory cells that provide sustained protection. Although the transcriptional programs regulating CD8+ T cell differentiation have been extensively characterized, the role of long noncoding RNAs (lncRNAs) in this process remains poorly understood. Using a functional genetic knockdown screen, we identified the lncRNA Malat1 as a regulator of terminal effector cells and the terminal effector memory (t-TEM) circulating memory subset. Evaluation of chromatin-enriched lncRNAs revealed that Malat1 grouped with trans lncRNAs that exhibit increased RNA interactions at gene promoters and gene bodies. Moreover, we observed that Malat1 was associated with increased H3K27me3 deposition at a number of memory cell-associated genes through a direct interaction with Ezh2, thereby promoting terminal effector and t-TEM cell differentiation. Our findings suggest an important functional role of Malat1 in regulating CD8+ T cell differentiation and broaden the knowledge base of lncRNAs in CD8+ T cell biology.
Linked datasets 5
The long noncoding RNA Malat1 regulates CD8+ T cell differentiation by mediating epigenetic repression
Mus musculus
The long noncoding RNA Malat1 regulates CD8+ T cell differentiation by mediating epigenetic repression (scRNA-Seq)
Mus musculus
33 data files
| File | Type | Size |
|---|---|---|
| Day_7_Control_1_S17_L008_R1_001.fastq.gz | RNA-Seq | 495.0 MB |
| Day_7_Control_1_S18_L008_R1_001.fastq.gz | RNA-Seq | 532.6 MB |
| Day_7_Control_1_S19_L008_R1_001.fastq.gz | RNA-Seq | 778.9 MB |
| Day_7_Control_1_S20_L008_R1_001.fastq.gz | RNA-Seq | 445.9 MB |
| Day_7_Control_2_S25_L008_R1_001.fastq.gz | RNA-Seq | 672.6 MB |
| Day_7_Control_2_S26_L008_R1_001.fastq.gz | RNA-Seq | 424.8 MB |
| Day_7_Control_2_S27_L008_R1_001.fastq.gz | RNA-Seq | 613.2 MB |
| Day_7_Control_2_S28_L008_R1_001.fastq.gz | RNA-Seq | 525.5 MB |
| Day_7_MALAT1_1_S21_L008_R1_001.fastq.gz | RNA-Seq | 539.2 MB |
| Day_7_MALAT1_1_S22_L008_R1_001.fastq.gz | RNA-Seq | 727.0 MB |
| Day_7_MALAT1_1_S23_L008_R1_001.fastq.gz | RNA-Seq | 505.4 MB |
| Day_7_MALAT1_1_S24_L008_R1_001.fastq.gz | RNA-Seq | 484.0 MB |
| Day_7_MALAT1_2_S29_L008_R1_001.fastq.gz | RNA-Seq | 612.0 MB |
| Day_7_MALAT1_2_S30_L008_R1_001.fastq.gz | RNA-Seq | 445.0 MB |
| Day_7_MALAT1_2_S31_L008_R1_001.fastq.gz | RNA-Seq | 793.5 MB |
| Day_7_MALAT1_2_S32_L008_R1_001.fastq.gz | RNA-Seq | 644.1 MB |
| SRR19217837_GSM6153601 | RNA-Seq | 672.0 MB |
| SRR19217838_GSM6153601 | RNA-Seq | 424.0 MB |
| SRR19217839_GSM6153601 | RNA-Seq | 613.0 MB |
| SRR19217840_GSM6153601 | RNA-Seq | 525.0 MB |
| SRR19217841_GSM6153600 | RNA-Seq | 495.0 MB |
| SRR19217842_GSM6153600 | RNA-Seq | 532.0 MB |
| SRR19217843_GSM6153600 | RNA-Seq | 778.0 MB |
| SRR19217844_GSM6153600 | RNA-Seq | 445.0 MB |
| SRR19217845_GSM6153599 | RNA-Seq | 612.0 MB |
| SRR19217846_GSM6153599 | RNA-Seq | 445.0 MB |
| SRR19217847_GSM6153599 | RNA-Seq | 793.0 MB |
| SRR19217848_GSM6153599 | RNA-Seq | 644.0 MB |
| SRR19217848.lite | RNA-Seq | 644.1 MB |
| SRR19217849_GSM6153598 | RNA-Seq | 539.0 MB |
| SRR19217850_GSM6153598 | RNA-Seq | 726.0 MB |
| SRR19217851_GSM6153598 | RNA-Seq | 505.0 MB |
| SRR19217852_GSM6153598 | RNA-Seq | 483.0 MB |
The long noncoding RNA Malat1 regulates CD8+ T cell differentiation by mediating epigenetic repression (CUT&RUN)
Mus musculus
25 data files
| File | Type | Size |
|---|---|---|
| Malat1_MP_1.R1.fastq | OTHER | 1.8 GB |
| Malat1_MP_2.R1.fastq | OTHER | 2.0 GB |
| Malat1_TE_1.R1.fastq | OTHER | 1.9 GB |
| Malat1_TE_2.R1.fastq | OTHER | 2.1 GB |
| Malat1_TE_iso.R1.fastq | OTHER | 419.5 MB |
| NT_Malat1_iso.R1.fastq | OTHER | 430.3 MB |
| NT_MP_1.R1.fastq | OTHER | 1.2 GB |
| NT_MP_2.R1.fastq | OTHER | 1.4 GB |
| NT_MP_iso.R1.fastq | OTHER | 706.5 MB |
| NT_TE_1.R1.fastq | OTHER | 1.7 GB |
| NT_TE_2.R1.fastq | OTHER | 1.6 GB |
| NT_TE_iso.R1.fastq | OTHER | 471.4 MB |
| SRR19221346_GSM6153714 | OTHER | 706.0 MB |
| SRR19221347_GSM6153713 | OTHER | 430.0 MB |
| SRR19221348_GSM6153712 | OTHER | 471.0 MB |
| SRR19221349_GSM6153711 | OTHER | 419.0 MB |
| SRR19221350_GSM6153710 | OTHER | 1.4 GB |
| SRR19221351_GSM6153709 | OTHER | 1.2 GB |
| SRR19221352_GSM6153708 | OTHER | 2.0 GB |
| SRR19221352.lite | OTHER | 2.0 GB |
| SRR19221353_GSM6153707 | OTHER | 1.8 GB |
| SRR19221354_GSM6153706 | OTHER | 1.6 GB |
| SRR19221355_GSM6153705 | OTHER | 1.7 GB |
| SRR19221356_GSM6153704 | OTHER | 2.1 GB |
| SRR19221357_GSM6153703 | OTHER | 1.9 GB |
The long noncoding RNA Malat1 regulates CD8+ T cell differentiation by mediating epigenetic repression (GRID-Seq)
Mus musculus
24 data files
| File | Type | Size |
|---|---|---|
| CD8_Day4_1_S5_L001_R1_001.fastq.gz | OTHER | 5.1 GB |
| CD8_Day4_1_S5_L002_R1_001.fastq.gz | OTHER | 5.3 GB |
| CD8_Day4_1_S5_L005_R1_001.fastq.gz | OTHER | 2.0 GB |
| CD8_Day4_1_S5_L006_R1_001.fastq.gz | OTHER | 2.0 GB |
| CD8_Day4_1_S5_L007_R1_001.fastq.gz | OTHER | 2.0 GB |
| CD8_Day4_1_S5_L008_R1_001.fastq.gz | OTHER | 2.0 GB |
| CD8_Day4_2_S6_L001_R1_001.fastq.gz | OTHER | 3.4 GB |
| CD8_Day4_2_S6_L002_R1_001.fastq.gz | OTHER | 3.5 GB |
| CD8_Day4_2_S6_L005_R1_001.fastq.gz | OTHER | 2.8 GB |
| CD8_Day4_2_S6_L006_R1_001.fastq.gz | OTHER | 2.8 GB |
| CD8_Day4_2_S6_L007_R1_001.fastq.gz | OTHER | 2.8 GB |
| CD8_Day4_2_S6_L008_R1_001.fastq.gz | OTHER | 2.8 GB |
| SRR19218122_GSM6153692 | OTHER | 2.8 GB |
| SRR19218123_GSM6153692 | OTHER | 2.8 GB |
| SRR19218124_GSM6153692 | OTHER | 2.8 GB |
| SRR19218125_GSM6153692 | OTHER | 2.8 GB |
| SRR19218126_GSM6153692 | OTHER | 3.4 GB |
| SRR19218127_GSM6153692 | OTHER | 3.5 GB |
| SRR19218128_GSM6153691 | OTHER | 2.0 GB |
| SRR19218129_GSM6153691 | OTHER | 2.0 GB |
| SRR19218130_GSM6153691 | OTHER | 2.0 GB |
| SRR19218131_GSM6153691 | OTHER | 2.0 GB |
| SRR19218132_GSM6153691 | OTHER | 5.1 GB |
| SRR19218133_GSM6153691 | OTHER | 5.3 GB |
The long noncoding RNA Malat1 regulates CD8+ T cell differentiation by mediating epigenetic repression (ChIP-Seq)
Mus musculus
80 data files
| File | Type | Size |
|---|---|---|
| MALAT1_A12_Input_S13_L007_R1_001.fastq.gz | ChIP-Seq | 610.0 MB |
| MALAT1_A12_Input_S13_L008_R1_001.fastq.gz | ChIP-Seq | 620.6 MB |
| MALAT1_A12_Input_S21_L005_R1_001.fastq.gz | ChIP-Seq | 271.8 MB |
| MALAT1_A12_Input_S21_L006_R1_001.fastq.gz | ChIP-Seq | 269.3 MB |
| MALAT1_A1_H3K27me3_S1_L005_R1_001.fastq.gz | ChIP-Seq | 247.1 MB |
| MALAT1_A1_H3K27me3_S1_L006_R1_001.fastq.gz | ChIP-Seq | 244.2 MB |
| MALAT1_A1_H3K27me3_S1_L007_R1_001.fastq.gz | ChIP-Seq | 1005.6 MB |
| MALAT1_A1_H3K27me3_S1_L008_R1_001.fastq.gz | ChIP-Seq | 1.0 GB |
| MALAT1_A1_H3K4me3_S11_L005_R1_001.fastq.gz | ChIP-Seq | 309.3 MB |
| MALAT1_A1_H3K4me3_S11_L006_R1_001.fastq.gz | ChIP-Seq | 306.0 MB |
| MALAT1_A1_H3K4me3_S7_L007_R1_001.fastq.gz | ChIP-Seq | 155.9 MB |
| MALAT1_A1_H3K4me3_S7_L008_R1_001.fastq.gz | ChIP-Seq | 157.9 MB |
| MALAT1_A2_H3K27me3_S2_L005_R1_001.fastq.gz | ChIP-Seq | 223.7 MB |
| MALAT1_A2_H3K27me3_S2_L006_R1_001.fastq.gz | ChIP-Seq | 222.1 MB |
| MALAT1_A2_H3K27me3_S2_L007_R1_001.fastq.gz | ChIP-Seq | 1.1 GB |
| MALAT1_A2_H3K27me3_S2_L008_R1_001.fastq.gz | ChIP-Seq | 1.1 GB |
| MALAT1_A2_H3K4me3_S13_L005_R1_001.fastq.gz | ChIP-Seq | 332.4 MB |
| MALAT1_A2_H3K4me3_S13_L006_R1_001.fastq.gz | ChIP-Seq | 327.8 MB |
| MALAT1_A2_H3K4me3_S9_L007_R1_001.fastq.gz | ChIP-Seq | 169.1 MB |
| MALAT1_A2_H3K4me3_S9_L008_R1_001.fastq.gz | ChIP-Seq | 172.4 MB |
| NT_12_Input_S14_L007_R1_001.fastq.gz | ChIP-Seq | 448.6 MB |
| NT_12_Input_S14_L008_R1_001.fastq.gz | ChIP-Seq | 455.2 MB |
| NT_12_Input_S22_L005_R1_001.fastq.gz | ChIP-Seq | 323.7 MB |
| NT_12_Input_S22_L006_R1_001.fastq.gz | ChIP-Seq | 324.1 MB |
| NT_1_H3K27me3_S4_L007_R1_001.fastq.gz | ChIP-Seq | 682.4 MB |
| NT_1_H3K27me3_S4_L008_R1_001.fastq.gz | ChIP-Seq | 693.8 MB |
| NT_1_H3K27me3_S6_L005_R1_001.fastq.gz | ChIP-Seq | 134.1 MB |
| NT_1_H3K27me3_S6_L006_R1_001.fastq.gz | ChIP-Seq | 133.5 MB |
| NT_1_H3K4me3_S10_L007_R1_001.fastq.gz | ChIP-Seq | 207.5 MB |
| NT_1_H3K4me3_S10_L008_R1_001.fastq.gz | ChIP-Seq | 209.9 MB |
| NT_1_H3K4me3_S16_L005_R1_001.fastq.gz | ChIP-Seq | 300.7 MB |
| NT_1_H3K4me3_S16_L006_R1_001.fastq.gz | ChIP-Seq | 299.2 MB |
| NT_2_H3K27me3_S5_L007_R1_001.fastq.gz | ChIP-Seq | 933.1 MB |
| NT_2_H3K27me3_S5_L008_R1_001.fastq.gz | ChIP-Seq | 956.1 MB |
| NT_2_H3K27me3_S7_L005_R1_001.fastq.gz | ChIP-Seq | 256.6 MB |
| NT_2_H3K27me3_S7_L006_R1_001.fastq.gz | ChIP-Seq | 254.6 MB |
| NT_2_H3K4me3_S12_L007_R1_001.fastq.gz | ChIP-Seq | 328.3 MB |
| NT_2_H3K4me3_S12_L008_R1_001.fastq.gz | ChIP-Seq | 330.6 MB |
| NT_2_H3K4me3_S18_L005_R1_001.fastq.gz | ChIP-Seq | 300.9 MB |
| NT_2_H3K4me3_S18_L006_R1_001.fastq.gz | ChIP-Seq | 300.4 MB |
| SRR19217989_GSM6153702 | ChIP-Seq | 324.0 MB |
| SRR19217990_GSM6153702 | ChIP-Seq | 323.0 MB |
| SRR19217991_GSM6153702 | ChIP-Seq | 455.0 MB |
| SRR19217992_GSM6153702 | ChIP-Seq | 448.0 MB |
| SRR19217993_GSM6153701 | ChIP-Seq | 269.0 MB |
| SRR19217994_GSM6153701 | ChIP-Seq | 271.0 MB |
| SRR19217995_GSM6153701 | ChIP-Seq | 620.0 MB |
| SRR19217996_GSM6153701 | ChIP-Seq | 609.0 MB |
| SRR19217997_GSM6153700 | ChIP-Seq | 300.0 MB |
| SRR19217998_GSM6153700 | ChIP-Seq | 300.0 MB |
| SRR19217999_GSM6153700 | ChIP-Seq | 330.0 MB |
| SRR19218000_GSM6153700 | ChIP-Seq | 328.0 MB |
| SRR19218001_GSM6153699 | ChIP-Seq | 299.0 MB |
| SRR19218002_GSM6153699 | ChIP-Seq | 300.0 MB |
| SRR19218003_GSM6153699 | ChIP-Seq | 209.0 MB |
| SRR19218004_GSM6153699 | ChIP-Seq | 207.0 MB |
| SRR19218005_GSM6153698 | ChIP-Seq | 172.0 MB |
| SRR19218006_GSM6153698 | ChIP-Seq | 169.0 MB |
| SRR19218007_GSM6153698 | ChIP-Seq | 327.0 MB |
| SRR19218008_GSM6153698 | ChIP-Seq | 332.0 MB |
| SRR19218009_GSM6153697 | ChIP-Seq | 157.0 MB |
| SRR19218010_GSM6153697 | ChIP-Seq | 155.0 MB |
| SRR19218011_GSM6153697 | ChIP-Seq | 305.0 MB |
| SRR19218012_GSM6153697 | ChIP-Seq | 309.0 MB |
| SRR19218013_GSM6153696 | ChIP-Seq | 933.0 MB |
| SRR19218014_GSM6153696 | ChIP-Seq | 956.0 MB |
| SRR19218015_GSM6153696 | ChIP-Seq | 256.0 MB |
| SRR19218016_GSM6153696 | ChIP-Seq | 254.0 MB |
| SRR19218017_GSM6153695 | ChIP-Seq | 682.0 MB |
| SRR19218018_GSM6153695 | ChIP-Seq | 693.0 MB |
| SRR19218019_GSM6153695 | ChIP-Seq | 134.0 MB |
| SRR19218020_GSM6153695 | ChIP-Seq | 133.0 MB |
| SRR19218021_GSM6153694 | ChIP-Seq | 223.0 MB |
| SRR19218022_GSM6153694 | ChIP-Seq | 222.0 MB |
| SRR19218023_GSM6153694 | ChIP-Seq | 1.1 GB |
| SRR19218024_GSM6153694 | ChIP-Seq | 1.1 GB |
| SRR19218025_GSM6153693 | ChIP-Seq | 247.0 MB |
| SRR19218026_GSM6153693 | ChIP-Seq | 244.0 MB |
| SRR19218027_GSM6153693 | ChIP-Seq | 1005.0 MB |
| SRR19218028_GSM6153693 | ChIP-Seq | 1.0 GB |
Potentially related datasets 4
These accessions were text-mined from the PMC full text. They may be referenced for comparison, cited from other studies, or otherwise mentioned without being primary data for this paper.
| Accession | Source | Title |
|---|---|---|
| GSE157072 | GSE · GEO GEO ↗ | RNA-Seq of CD8+ T cell subsets during LCMV infection III |
| GSE95237 | GSE · GEO GEO ↗ | Genome-wide maps of chromatin state and chromatin accessibility in CD8 T cell subsets |
| GSE72408 | GSE · GEO GEO ↗ | The transcription factors ZEB2 and T-bet cooperate to program cytotoxic T cell terminal differentiation |
| GSE203092 | GSE · GEO GEO ↗ | The long noncoding RNA Malat1 regulates CD8+ T cell differentiation by mediating epigenetic repression |
Analysis pipelines 7
| Pipeline | Assay | Steps | Dataset |
|---|---|---|---|
| GSE157072 RNA-seq Data Processing geo_data_processing | RNA-seq | 3 | GSE157072 |
| GSE203086 scRNA-seq Data Processing geo_data_processing | scRNA-seq | 10 | GSE203086 |
| GSE203089 Data Processing geo_data_processing | — | 19 | GSE203089 |
| GSE203090 ChIP-seq Data Processing geo_data_processing | ChIP-seq | 3 | GSE203090 |
| GSE203091 ChIP-seq Data Processing geo_data_processing | ChIP-seq | 6 | GSE203091 |
| GSE203092 scRNA-seq Data Processing geo_data_processing | scRNA-seq | 10 | GSE203092 |
| GSE72408 Microarray Data Processing geo_data_processing | Microarray | 1 | GSE72408 |
Funding 14 grants
| Grant | Funder |
|---|---|
| S10 OD026929 | NIH HHS (United States) |
| R01 HG004659 | NHGRI NIH HHS (United States) |
| P30 CA023100 | NCI NIH HHS (United States) |
| P30 DK120515 | NIDDK NIH HHS (United States) |
| R01 AI129973 | NIAID NIH HHS (United States) |
| P01 AI132122 | NIAID NIH HHS (United States) |
| P30 NS047101 | NINDS NIH HHS (United States) |
| R01 AI123202 | NIAID NIH HHS (United States) |
| R01 GM124494 | NIGMS NIH HHS (United States) |
| I01 BX005106 | BLRD VA (United States) |
| R56 DK098808 | NIDDK NIH HHS (United States) |
| R01 DK098808 | NIDDK NIH HHS (United States) |
| P30KC063491 | NIH HHS (United States) |
| P30DK120515 | San Diego Digestive Diseases Research Center |