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Updated: Oct 2, 2025

Evaluation of Abnormal Growth-related Genes of Hematopoietic Stem and Progenitor Cells by Combining CRISPR/Cas9 Technology with Cell Counting
Published on: May 2, 2025
Genome-wide CRISPR/Cas9 screening identifies determinant of panobinostat sensitivity in acute lymphoblastic leukemia
Chuang Jiang1,2,3, Maoxiang Qian4, Yoshihiro Gocho2
1Department of Hematology and Oncology, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Abstract:
Epigenetic alterations, including histone acetylation, contribute to the malignant transformation of hematopoietic cells and disease progression, as well as the emergence of chemotherapy resistance. Targeting histone acetylation provides new strategies for the treatment of cancers. As a pan-histone deacetylase inhibitor, panobinostat has been approved by the US Food and Drug Administration for the treatment of multiple myeloma and has shown promising antileukemia effects in acute lymphoblastic leukemia (ALL). However, the underlying drug resistance mechanism in ALL remains largely unknown. Using genome-wide Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/CRISPR-associated (Cas)9 (CRISPR/Cas9) screening, we identified mitochondrial activity as the driver of panobinostat resistance in ALL. Mechanistically, ectopic SIRT1 expression activated mitochondrial activity and sensitized ALL to panobinostat through activating mitochondria-related apoptosis pathway. Meanwhile, the transcription level of SIRT1 was significantly associated with panobinostat sensitivity across diverse tumor types and thus could be a potential biomarker of panobinostat response in cancers. Our data suggest that patients with higher SIRT1 expression in cancer cells might benefit from panobinostat treatment, supporting the implementation of combinatorial therapy with SIRT1 or mitochondrial activators to overcome panobinostat resistance.
Insights
Panobinostat resistance in acute lymphoblastic leukemia (ALL) is driven by mitochondrial activity. Increased SIRT1 expression activates mitochondria, sensitizing ALL cells to panobinostat and suggesting it as a potential therapeutic biomarker.
Area of Science:
- Cancer Biology
- Epigenetics
- Pharmacology
Background:
- Epigenetic alterations, such as histone acetylation, are crucial in cancer development and drug resistance.
- Panobinostat, a histone deacetylase inhibitor, shows promise against acute lymphoblastic leukemia (ALL), but resistance mechanisms are unclear.
Purpose of the Study:
- To identify mechanisms of panobinostat resistance in ALL.
- To explore the role of SIRT1 and mitochondrial activity in panobinostat response.
Main Methods:
- Genome-wide CRISPR/Cas9 screening was employed to identify resistance drivers.
- Mitochondrial activity and apoptosis pathways were analyzed.
- SIRT1 expression levels were correlated with panobinostat sensitivity across various cancers.
Main Results:
- Mitochondrial activity was identified as a key driver of panobinostat resistance in ALL.
- Ectopic SIRT1 expression enhanced mitochondrial activity and promoted apoptosis, sensitizing ALL cells to panobinostat.
- SIRT1 transcription levels correlated with panobinostat sensitivity in diverse cancer types.
Conclusions:
- SIRT1 may serve as a predictive biomarker for panobinostat treatment efficacy in cancers.
- Targeting SIRT1 or mitochondrial activity could be a strategy to overcome panobinostat resistance in ALL and other cancers.

