Abstract
In spite of recent advances, the prognosis especially of elderly AML patients remains unsatisfactory with survival rates of less than 10 % at 10 years. Genome-wide RNA-interference screens systematically interrogating the specific vulnerabilities of leukemic cells could be a valuable tool to identify novel therapeutic targets in this patient population. So far, such screens have only been done in immortalized cell lines and / or at sub-genome scale, which limits their transferability to individual patients.
Therefore, we set out to establish an unbiased genome-wide pooled shRNA screen in primary human AML cells to prove the feasibility and test the possible clinical implications of such an approach.
Lentiviral transduction of primary leukemic blasts from a 67-year old patient with AML FAB M1 with a pooled shRNA library (Mission TRC shRNA library SP1, Sigma) according to a specifically optimized protocol resulted in a transduction rate of 25 %, thus rendering multiple integrants unlikely. An aliquot of the cells was separated for DNA extraction directly after removal of viral supernatant (day 0) and after 9 days of suspension culture (day 9). ShRNA barcodes integrated into the genome of the host cells were read out using PCR-coupled next-generation sequencing (HiSeq 2000, Illumina). Of 7709 shRNA contained in the library, 6626 were recovered with at least 10 reads in the day 0 sample. After 9 days of culture, 25 shRNA targeting a total of 12 genes were identified as potentially lethal to the patient's AML-cells (Table 1). All of these shRNA were subjected to single-shRNA transduction experiments using leukemic cells from the same donor. In fact, 18 of 25 shRNA were validated with respect to viability. Knockdown specificity was documented for all validated shRNA by qPCR. For further analyses we focused only on those 7 genes in which more than 50% of the shRNA identified in the pooled screen could be validated (Table 1). These genes were assessed for druggability using publicly available databases. For exploration of the potential therapeutic implications of our screen we chose ROCK1 as a potential target, because Fasudil, a specific ROCK1 inhibitor, has already been licensed for the treatment of pulmonary hypertension in humans.
Table1 . | No. shRNAs >100 reads day 0 . | No. scoring shRNA in pooled screen . | No. valdiated shRNA in single shRNA experiments . | Overall gene validation status . |
---|---|---|---|---|
BNIPL | 3 | 2 | 2 | Validated |
C7orf16 | 3 | 2 | 2 | Validated |
CCRL1 | 3 | 2 | 1 | Not validated |
DGAT2 | 3 | 2 | 1 | Not validated |
DUSP14 | 3 | 2 | 0 | Not validated |
MAP3K6 | 4 | 2 | 2 | Validated |
ROCK1 | 5 | 3 | 2 | Validated |
RPS13 | 3 | 2 | 2 | Validated |
SF3A1 | 3 | 2 | 1 | Not validated |
SNX27 | 4 | 2 | 2 | Validated |
STK3 | 4 | 2 | 2 | Validated |
WDHD1 | 2 | 2 | 0 | Not validated |
Table1 . | No. shRNAs >100 reads day 0 . | No. scoring shRNA in pooled screen . | No. valdiated shRNA in single shRNA experiments . | Overall gene validation status . |
---|---|---|---|---|
BNIPL | 3 | 2 | 2 | Validated |
C7orf16 | 3 | 2 | 2 | Validated |
CCRL1 | 3 | 2 | 1 | Not validated |
DGAT2 | 3 | 2 | 1 | Not validated |
DUSP14 | 3 | 2 | 0 | Not validated |
MAP3K6 | 4 | 2 | 2 | Validated |
ROCK1 | 5 | 3 | 2 | Validated |
RPS13 | 3 | 2 | 2 | Validated |
SF3A1 | 3 | 2 | 1 | Not validated |
SNX27 | 4 | 2 | 2 | Validated |
STK3 | 4 | 2 | 2 | Validated |
WDHD1 | 2 | 2 | 0 | Not validated |
Taken together our results show that pooled shRNA screens in primary patient-derived leukemic cells are feasible and able to pinpoint novel therapeutic targets, which might be missed in mutation- or overexpression-based approaches. Further optimization of transduction and screening protocols might enable such screens to assist physicians in the selection of optimal therapeutic strategies especially in poor risk AML.
No relevant conflicts of interest to declare.
Author notes
Asterisk with author names denotes non-ASH members.
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