Back

Impact of rare structural variant events in newly diagnosed multiple myeloma

Chojnacka, M.; Diamond, B. T.; Ziccheddu, B.; Rustad, E.; Maclachlan, K. H.; Papadimitriou, M.; Boyle, E. M.; Blaney, P.; Usmani, S.; Morgan, G.; Landgren, O.; Maura, F.

2023-01-03 cancer biology
10.1101/2023.01.03.522573 bioRxiv
Show abstract

Whole genome sequencing (WGS) of newly diagnosed multiple myeloma patients (NDMM) has shown recurrent structural variant (SV) involvement in distinct regions of the genome (i.e. hotspots) and causing recurrent copy number alterations. Together with canonical immunoglobulin translocations, these SVs are recognized as "recurrent SVs". More than half SVs were not involved in recurrent events. The significance of these "rare SVs" has not been previously examined. In this study, we utilize 752 WGS and 591 RNA-seq data from NDMM patients to determine the role of rare SVs in myeloma pathogenesis. 94% of patients harbored at least one rare SV event. Rare SVs showed an SV-class specific enrichment within genes and superenhancers associated with outlier gene expression. Furthermore, known myeloma driver genes recurrently impacted by point mutations were dysregulated by rare SVs. Overall, we demonstrate the association of rare SVs with aberrant gene expression supporting a driver role in myeloma pathogenesis. SIGNIFICANCECharacterization of multiple myeloma genome revealed that more than half structural variants are not involved in recurrent events. Here, we demonstrate that these rare SVs hold potential for myeloma pathogenesis through their gene expression impact. Rare SVs contribute to MM heterogeneity and have implications for development of individualized treatment.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
Blood Cancer Journal
14 papers in training set
Top 0.1%
12.3%
2
Nature Communications
5641 papers in training set
Top 19%
9.6%
3
Blood
74 papers in training set
Top 0.3%
6.6%
4
Modern Pathology
22 papers in training set
Top 0.1%
4.8%
5
Haematologica
25 papers in training set
Top 0.2%
4.3%
6
Clinical Cancer Research
64 papers in training set
Top 0.5%
4.0%
7
Acta Neuropathologica Communications
89 papers in training set
Top 0.5%
4.0%
8
Leukemia
42 papers in training set
Top 0.3%
4.0%
9
Genome Medicine
183 papers in training set
Top 1%
3.2%
50% of probability mass above
10
eLife
5828 papers in training set
Top 37%
3.1%
11
Cancers
213 papers in training set
Top 2%
2.6%
12
Molecular Cancer Research
49 papers in training set
Top 0.4%
2.6%
13
Cancer Research Communications
51 papers in training set
Top 0.5%
2.4%
14
Blood Advances
62 papers in training set
Top 0.7%
2.1%
15
npj Precision Oncology
53 papers in training set
Top 0.7%
2.1%
16
Journal of Experimental Medicine
119 papers in training set
Top 1%
2.1%
17
Oncogene
85 papers in training set
Top 0.9%
1.9%
18
Cancer Research
130 papers in training set
Top 2%
1.7%
19
Cancer Discovery
66 papers in training set
Top 1%
1.5%
20
British Journal of Haematology
15 papers in training set
Top 0.2%
1.1%
21
Journal of Clinical Investigation
179 papers in training set
Top 4%
1.1%
22
Acta Neuropathologica
58 papers in training set
Top 1%
1.0%
23
Genome Biology
637 papers in training set
Top 8%
1.0%
24
PLOS ONE
5266 papers in training set
Top 59%
1.0%
25
JCI Insight
277 papers in training set
Top 7%
0.9%
26
Neuro-Oncology
36 papers in training set
Top 0.6%
0.8%
27
Cells
249 papers in training set
Top 9%
0.6%
28
Nature Genetics
286 papers in training set
Top 5%
0.6%
29
Scientific Reports
3612 papers in training set
Top 79%
0.6%