Integrated mutational landscape analysis of uterine leiomyosarcomas.
Jungmin ChoiAranzazu ManzanoWeilai DongStefania BelloneElena BonazzoliLuca ZammataroXiaotong YaoAditya DeshpandeSamir ZaidiAdele GuglielmiBarbara GnuttiNupur NagarkattiJoan R Tymon-RosarioJustin HaroldDennis MauricioBurak ZeybekGulden MenderesGary AltwergerKyung Jo JeongSiming ZhaoNatalia BuzaPei HuiAntonella RavaggiEliana BignottiChiara RomaniPaola TodeschiniLaura ZanottiFranco Edoardo OdicinoSergio PecorelliLaura ArdighieriKaya BilguvarCharles Matthew QuickDan-Arin SilasiGloria Shining HuangVaagn AndikyanMitchell ClarkElena RatnerMasoud AzodiMarcin ImielinskiPeter E SchwartzLudmil B AlexandrovRichard P LiftonJoseph SchlessingerAlessandro D SantinPublished in: Proceedings of the National Academy of Sciences of the United States of America (2021)
Uterine leiomyosarcomas (uLMS) are aggressive tumors arising from the smooth muscle layer of the uterus. We analyzed 83 uLMS sample genetics, including 56 from Yale and 27 from The Cancer Genome Atlas (TCGA). Among them, a total of 55 Yale samples including two patient-derived xenografts (PDXs) and 27 TCGA samples have whole-exome sequencing (WES) data; 10 Yale and 27 TCGA samples have RNA-sequencing (RNA-Seq) data; and 11 Yale and 10 TCGA samples have whole-genome sequencing (WGS) data. We found recurrent somatic mutations in TP53, MED12, and PTEN genes. Top somatic mutated genes included TP53, ATRX, PTEN, and MEN1 genes. Somatic copy number variation (CNV) analysis identified 8 copy-number gains, including 5p15.33 (TERT), 8q24.21 (C-MYC), and 17p11.2 (MYOCD, MAP2K4) amplifications and 29 copy-number losses. Fusions involving tumor suppressors or oncogenes were deetected, with most fusions disrupting RB1, TP53, and ATRX/DAXX, and one fusion (ACTG2-ALK) being potentially targetable. WGS results demonstrated that 76% (16 of 21) of the samples harbored chromoplexy and/or chromothripsis. Clinically actionable mutational signatures of homologous-recombination DNA-repair deficiency (HRD) and microsatellite instability (MSI) were identified in 25% (12 of 48) and 2% (1 of 48) of fresh frozen uLMS, respectively. Finally, we found olaparib (PARPi; P = 0.002), GS-626510 (C-MYC/BETi; P < 0.000001 and P = 0.0005), and copanlisib (PIK3CAi; P = 0.0001) monotherapy to significantly inhibit uLMS-PDXs harboring derangements in C-MYC and PTEN/PIK3CA/AKT genes (LEY11) and/or HRD signatures (LEY16) compared to vehicle-treated mice. These findings define the genetic landscape of uLMS and suggest that a subset of uLMS may benefit from existing PARP-, PIK3CA-, and C-MYC/BET-targeted drugs.
Keyphrases
- copy number
- genome wide
- dna repair
- mitochondrial dna
- single cell
- dna methylation
- rna seq
- dna damage
- cell proliferation
- smooth muscle
- electronic health record
- big data
- bioinformatics analysis
- dna damage response
- squamous cell carcinoma
- pi k akt
- adipose tissue
- genome wide identification
- type diabetes
- gene expression
- insulin resistance
- randomized controlled trial
- cancer therapy
- smoking cessation
- machine learning
- papillary thyroid
- skeletal muscle
- transcription factor
- clinical trial
- drug induced