Genome-wide CRISPR/Cas9 screen identifies etoposide response modulators associated with clinical outcomes in pediatric AML

被引:8
作者
Nguyen, Nam H. K. [1 ]
Rafiee, Roya [1 ]
Tagmount, Abderrahmane [2 ]
Sobh, Amin [3 ]
Loguinov, Alex [2 ]
Sosa, Angelica K. de Jesus [1 ]
Elsayed, Abdelrahman H. [1 ]
Gbadamosi, Mohammed [1 ]
Seligson, Nathan [4 ]
Cogle, Christopher R. [5 ]
Rubnitz, Jeffery [6 ]
Ribeiro, Raul [6 ]
Downing, James [7 ]
Cao, Xueyuan [8 ]
Pounds, Stanley B. [9 ]
Vulpe, Christopher D. [3 ]
Lamba, Jatinder K. [1 ,10 ]
机构
[1] Univ Florida, Coll Pharm, Ctr Pharmacogen & Precis Med, Dept Pharmacotherapy & Translat Res, Gainesville, FL USA
[2] Univ Florida, Coll Vet Med, Dept Physiol Sci, Gainesville, FL USA
[3] UF Hlth Canc Ctr, Gainesville, FL USA
[4] Univ Florida, Coll Pharm, Dept Pharmacotherapy & Translat Res, Jacksonville, FL USA
[5] Univ Florida, Dept Med, Div Hematol & Oncol, Gainesville, FL USA
[6] St Jude Childrens Res Hosp, Dept Oncol, Memphis, TN USA
[7] St Jude Childrens Res Hosp, Dept Pathol, Memphis, TN USA
[8] Univ Tennessee, Hlth Sci Ctr, Memphis, TN USA
[9] St Jude Childrens Res Hosp, Dept Biostat, Memphis, TN USA
[10] Univ Florida, Dept Pharmacotherapy & Translat Res, 1345 Ctr Dr, Gainesville, FL 32610 USA
基金
美国国家卫生研究院;
关键词
D O I
10.1182/bloodadvances.2022007934
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Etoposide is used to treat a wide range of malignant cancers, including acute myeloid leukemia (AML) in children. Despite the use of intensive chemotherapeutic regimens containing etoposide, a significant proportion of pediatric patients with AML become resistant to treatment and relapse, leading to poor survival. This poses a pressing clinical challenge to identify mechanisms underlying drug resistance to enable effective pharmacologic targeting. We performed a genome-wide CRISPR/Cas9 synthetic-lethal screening to identify functional modulators of etoposide response in leukemic cell line and integrated results from CRISPR-screen with gene expression and clinical outcomes in pediatric patients with AML treated with etoposide-containing regimen. Our results confirmed the involvement of well-characterized genes, including TOP2A and ABCC1, as well as identified novel genes such as RAD54L2, PRKDC, and ZNF451 that have potential to be novel drug targets. This study demonstrates the ability for leveraging CRISPR/Cas9 screening in conjunction with clinically relevant endpoints to make meaningful discoveries for the identification of prognostic biomarkers and novel therapeutic targets to overcome treatment resistance.
引用
收藏
页码:1769 / 1783
页数:15
相关论文
共 28 条
[1]   Treatment of Relapsed/Refractory Acute Myeloid Leukemia [J].
Bose, Prithviraj ;
Vachhani, Pankit ;
Cortes, Jorge E. .
CURRENT TREATMENT OPTIONS IN ONCOLOGY, 2017, 18 (03)
[2]  
Dempster JM, 2019, bioRxiv, DOI [10.1101/720243, 10.1101/720243, DOI 10.1101/720243]
[3]   Acute Myeloid Leukemia [J].
Doehner, Hartmut ;
Weisdorf, Daniel J. ;
Bloomfield, Clara D. .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 373 (12) :1136-1152
[4]   Optimized sgRNA design to maximize activity and minimize off-target effects of CRISPR-Cas9 [J].
Doench, John G. ;
Fusi, Nicolo ;
Sullender, Meagan ;
Hegde, Mudra ;
Vaimberg, Emma W. ;
Donovan, Katherine F. ;
Smith, Ian ;
Tothova, Zuzana ;
Wilen, Craig ;
Orchard, Robert ;
Virgin, Herbert W. ;
Listgarten, Jennifer ;
Root, David E. .
NATURE BIOTECHNOLOGY, 2016, 34 (02) :184-+
[5]   High-Resolution CRISPR Screens Reveal Fitness Genes and Genotype-Specific Cancer Liabilities [J].
Hart, Traver ;
Chandrashekhar, Megha ;
Aregger, Michael ;
Steinhart, Zachary ;
Brown, Kevin R. ;
MacLeod, Graham ;
Mis, Monika ;
Zimmermann, Michal ;
Fradet-Turcotte, Amelie ;
Sun, Song ;
Mero, Patricia ;
Dirks, Peter ;
Sidhu, Sachdev ;
Roth, Frederick P. ;
Rissland, Olivia S. ;
Durocher, Daniel ;
Angers, Stephane ;
Moffat, Jason .
CELL, 2015, 163 (06) :1515-1526
[6]   Structural and Functional Properties of Human Multidrug Resistance Protein 1 (MRP1/ABCC1) [J].
He, S. -M. ;
Li, R. ;
Kanwar, J. R. ;
Zhou, S. -F. .
CURRENT MEDICINAL CHEMISTRY, 2011, 18 (03) :439-481
[7]   Effect of TDP2 on the Level of TOP2-DNA Complexes and SUMOylated TOP2-DNA Complexes [J].
Lee, Ka Cheong ;
Swan, Rebecca L. ;
Sondka, Zbyslaw ;
Padget, Kay ;
Cowell, Ian G. ;
Austin, Caroline A. .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (07)
[8]   Quality control, modeling, and visualization of CRISPR screens with MAGeCK-VISPR [J].
Li, Wei ;
Koester, Johannes ;
Xu, Han ;
Chen, Chen-Hao ;
Xiao, Tengfei ;
Liu, Jun S. ;
Brown, Myles ;
Liu, X. Shirley .
GENOME BIOLOGY, 2015, 16
[9]   MAGeCK enables robust identification of essential genes from genome-scale CRISPR/Cas9 knockout screens [J].
Li, Wei ;
Xu, Han ;
Xiao, Tengfei ;
Cong, Le ;
Love, Michael I. ;
Zhang, Feng ;
Irizarry, Rafael A. ;
Liu, Jun S. ;
Brown, Myles ;
Liu, X. Shirley .
GENOME BIOLOGY, 2014, 15 (12) :554
[10]   Computational correction of copy number effect improves specificity of CRISPR-Cas9 essentiality screens in cancer cells [J].
Meyers, Robin M. ;
Bryan, Jordan G. ;
McFarland, James M. ;
Weir, Barbara A. ;
Sizemore, Ann E. ;
Xu, Han ;
Dharia, Neekesh V. ;
Montgomery, Phillip G. ;
Cowley, Glenn S. ;
Pantel, Sasha ;
Goodale, Amy ;
Lee, Yenarae ;
Ali, Levi D. ;
Jiang, Guozhi ;
Lubonja, Rakela ;
Harrington, William F. ;
Strickland, Matthew ;
Wu, Ting ;
Hawes, Derek C. ;
Zhivich, Victor A. ;
Wyatt, Meghan R. ;
Kalani, Zohra ;
Chang, Jaime J. ;
Okamoto, Michael ;
Stegmaier, Kimberly ;
Golub, Todd R. ;
Boehm, Jesse S. ;
Vazquez, Francisca ;
Root, David E. ;
Hahn, William C. ;
Tsherniak, Aviad .
NATURE GENETICS, 2017, 49 (12) :1779-+