Back

Functional mapping of epigenetic regulators uncovers coordinated tumor suppression by the HBO1 and MLL1 complexes

Tang, Y. J.; Xu, H.; Hughes, N. W.; Kim, S. H.; Ruiz, P.; Shuldiner, E. G.; Lopez, S. S.; Hebert, J. D.; Karmakar, S.; Andrejka, L.; Dolcen, N.; Boross, G.; Chu, P.; Detrick, C.; Pierce, S. E.; Ashkin, E. L.; Greenleaf, W.; Voss, A. K.; Thomas, T.; van de Rijn, M.; Petrov, D.; Winslow, M. M.

2024-08-20 cancer biology
10.1101/2024.08.19.607671 bioRxiv
Show abstract

Epigenetic dysregulation is widespread in cancer. However, the specific epigenetic regulators and the processes they control to drive cancer phenotypes are poorly understood. Here, we employed a novel, scalable and high-throughput in vivo method to perform iterative functional screens of over 250 epigenetic regulatory genes within autochthonous oncogenic KRAS-driven lung tumors. We identified multiple novel epigenetic tumor suppressor and tumor dependency genes. We show that a specific HBO1 complex and the MLL1 complex are among the most impactful tumor suppressive epigenetic regulators in lung. The histone modifications generated by the HBO1 complex are frequently absent or reduced in human lung adenocarcinomas. The HBO1 and MLL1 complexes regulate chromatin accessibility of shared genomic regions, lineage fidelity and the expression of canonical tumor suppressor genes. The HBO1 and MLL1 complexes are epistatic during lung tumorigenesis, and their functional correlation is conserved in human cancer cell lines. Together, these results demonstrate the value of quantitative methods to generate a phenotypic roadmap of epigenetic regulatory genes in tumorigenesis in vivo.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Genes & Development
90 papers in training set
Top 0.1%
18.6%
2
eLife
5828 papers in training set
Top 7%
12.0%
3
Genome Research
468 papers in training set
Top 0.7%
6.8%
4
Nature Communications
5641 papers in training set
Top 27%
5.5%
5
Cell Reports
1498 papers in training set
Top 6%
5.5%
6
Genome Biology
637 papers in training set
Top 3%
4.3%
50% of probability mass above
7
Cancer Research
130 papers in training set
Top 1.0%
3.5%
8
Molecular Cell
350 papers in training set
Top 2%
3.4%
9
The EMBO Journal
309 papers in training set
Top 2%
3.2%
10
Nature Biotechnology
172 papers in training set
Top 2%
2.8%
11
Cancer Cell
42 papers in training set
Top 0.6%
2.4%
12
Cancer Discovery
66 papers in training set
Top 0.9%
2.1%
13
Nucleic Acids Research
1281 papers in training set
Top 8%
2.1%
14
Cell Genomics
172 papers in training set
Top 2%
1.9%
15
Science Advances
1243 papers in training set
Top 19%
1.7%
16
Journal of Experimental Medicine
119 papers in training set
Top 2%
1.7%
17
Nature Genetics
286 papers in training set
Top 3%
1.7%
18
Molecular Systems Biology
162 papers in training set
Top 2%
1.3%
19
EMBO Reports
263 papers in training set
Top 5%
1.1%
20
Cell Systems
201 papers in training set
Top 3%
1.1%
21
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 37%
1.1%
22
Cancer Research Communications
51 papers in training set
Top 2%
1.0%
23
Nature Cell Biology
118 papers in training set
Top 3%
1.0%
24
Developmental Cell
196 papers in training set
Top 4%
0.8%
25
iScience
1154 papers in training set
Top 39%
0.6%
26
Life Science Alliance
285 papers in training set
Top 9%
0.6%