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. 2016 Aug 24;11:113–121. doi: 10.4137/BMI.S39445

Low Doses of Cisplatin Induce Gene Alterations, Cell Cycle Arrest, and Apoptosis in Human Promyelocytic Leukemia Cells

Venkatramreddy Velma 1, Shaloam R Dasari 1, Paul B Tchounwou 1,
PMCID: PMC4998075  PMID: 27594783

Abstract

Cisplatin is a known antitumor drug, but its mechanisms of action are not fully elucidated. In this research, we studied the anticancer potential of cisplatin at doses of 1, 2, or 3 µM using HL-60 cells as a test model. We investigated cisplatin effects at the molecular level using RNA sequencing, cell cycle analysis, and apoptotic assay after 24, 48, 72, and 96 hours of treatment. The results show that many genes responsible for molecular and cellular functions were significantly altered. Cisplatin treatment also caused the cells to be arrested at the DNA synthesis phase, and as the time increases, the cells gradually accumulated at the sub-G1 phase. Also, as the dose increases, a significant number of cells entered into the apoptotic and necrotic stages. Altogether, the data show that low doses of cisplatin significantly impact the viability of HL-60 cells, through modulation of gene expression, cell cycle, and apoptosis.

Keywords: cisplatin, HL-60 cells, RNA sequencing, cell cycle, apoptosis

Introduction

Cisplatin, cis-diamminedichloroplatinum (II), is an organometallic compound that has antiproliferative properties and induces apoptosis in many cell types. It was approved as the first platinum-based anticancer drug in 1978, and this led to the exploration of other platinum (II)- and metal-containing anticancer drugs.1,2 It has been clinically proven that cisplatin acts against various human cancers, and it has been used for the treatment of lung cancer,3,4 ovarian cancer,5,6 carcinoma,7,8 breast cancer,9,10 brain cancer,11 bladder, esophageal, and head and neck cancers.12 Another novel therapeutic strategy that has been applied for cancer treatment is to treat the cancer cells with cisplatin along with other cancer or noncancer drugs. Paclitaxel and cisplatin combination has been used to treat breast cancer, ovarian cancer, and melanoma.1315 Other drugs including doxorubicin,16 gemcitabine,17 vitamin D,18 and other natural compounds like osthole, honey bee venom, and anvirzel have been used with positive outcomes in various cancer treatments.5,19,20

Unfortunately, in addition to benign anticancer properties, cisplatin has various side effects on normal renal, sensory, hair, and neuron cells. Additionally, most of the cisplatin-treated cancer cells exhibit relapse in response to the drug during the later stages due to drug resistance because of probable changes in drug intake, biotransformation, or DNA repair mechanisms.21 Since its clinical importance has been discovered, from the past four decades, research has been conducted to unravel the molecular mechanism of action. Broadly, cisplatin is known to bind DNA and form DNA adducts, which is aimed to subsequently inhibit cell cycle progression and induce apoptosis.22,23

In the present study, we investigated molecular mechanisms of cisplatin pharmacology at lower doses of exposure. We used promyelocytic HL-60 human leukemic cell line as test model since they have been reported as a good model of drug response studies at molecular level.24 Our goal is to evaluate the low-dose cisplatin effect at the molecular level. With this goal, previously we reported the oxidative stress, lipid peroxidation, and DNA damage in HL-60 cells in response to 1, 2, or 3 µM of cisplatin. In the present study, we studied gene expression profiles, cell cycle analysis, and apoptosis status of the cells at similar conditions and their relevance to the previous findings from our laboratory.25

Methods

Cell culture

The HL-60 cells were obtained from the American Type Culture Collection and incubated in Dulbecco’s Modified Eagle’s Medium (DMEM) supplemented with 10% Fetal Bovine Serum (FBS) from Thermo Fisher Scientific and penicillin/streptomycin. The cultures were incubated at 37 °C in a humidified atmosphere of 5% CO2 and 95% air.

RNA sequencing

The treated (1, 2, or 3 µM of cisplatin) or untreated HL-60 cells (n = 3) were incubated for 96 hours. After incubation, total RNA was isolated from the cells using RNAqueous Total RNA Isolation Kit from Life Technologies. The isolated total RNA samples were analyzed at the Molecular and Genomics Core Facility of University of Mississippi Medical Center. To monitor the samples’ processing progress, we have entered the sample information into laboratory information management system. The isolated RNA samples were column purified using PureLink™ RNA Mini Kit (Invitrogen), and the quality of the RNA was evaluated (Bio-Rad Experion System). Quality-tested samples with minimum concentration and size range were used to develop RNA libraries (n = 12) with TruSeq Stranded Total RNA with Ribo-Zero Kit Set A (Illumina). Each sample was processed with a total of 1 µg RNA and the resulted cDNA was quantified by Qubit system (Invitrogen). The quality and size of the cDNA libraries were assessed with Experion DNA 1K chip (Bio-Rad) according to the manufacturer’s instructions. The cDNA libraries were generated with fragment sizes that ranged from 220 to 500 bps with a peak at 260 bps. The generated libraries with 10 nM concentration were stored at −20 °C, and the rest of the libraries were diluted to 2 nM. A total of 10 µL of 2 nM libraries were denatured and sequenced using NextSeq 500 High Output Kit (300 cycles – PE100) on Illumina NextSeq 500 platform. To evaluate the sequencing reads, they were automatically uploaded and evaluated using Illumina BaseSpace Onsite Computing platform. FASTQ sequence files were generated and preliminary analysis was carried out with the applications available on BaseSpace Onsite Computing platform, including TopHat Alignment (read mapping to reference genome-UCSC-hg19) and Cufflinks Assembly & DE (assembly of novel transcripts and differential expression). GeneSifter™ software platform (http://www.genesifter.net) was used for the additional analysis. Ingenuity Pathways Analysis (Ingenuity® Systems, www.ingenuity.com) software was used to evaluate gene networks and functional analysis.26

Cell cycle assay

Treated (1, 2, or 3 µM of cisplatin) or untreated HL-60 cells were incubated for 24, 48, 72, or 96 hours in 5% CO2 at 37 °C. After the incubation, cells were collected by centrifugation and washed twice with Phosphate-Buffered Saline (PBS). The positive control HL-60 cells were treated with 20 µM arsenic trioxide. Both treated and untreated cells were fixed with 70% ice cold ethanol on ice for 30 minutes, washed twice with PBS, and incubated with PI/RNAse staining solution from Nexcelom Bioscience according to the manufacturer’s instructions. The stained cells were analyzed using a Cellometer, and Cellometer vision CBA software from Nexcelom Bioscience.

Apoptosis

Apoptotic properties of the treated or untreated cells were analyzed using Cellometer from Nexcelom Bioscience according to the manufacturer’s instructions. HL-60 cells were treated with cisplatin (1, 2, or 3 µM), Arsenic Trioxide (ATO) (20 µM), or left untreated. After 24, 48, 72, or 96 hour incubation, the cells were washed with PBS and the pellets were dissolved in Annexin V binding buffer followed by incubation with Annexin V-FITC and propidium iodide (PI; Nexcelom Bioscience) according to the manufacturer’s protocol. The stained cells were analyzed using Cello meter and Vision CBA software from Nexcelom Bioscience.

Statistical analysis

Statistical analysis was performed using Student’s t-test and a P-value of <0.05 was considered as significant. Differentially expressed genes were evaluated using t-test [P < 0.05 and fold change ± 1.5 or greater] by two methods: (1) FWER and (2) Benjamini and Hochberg false discovery rate, which corrects for multiple comparisons.

Results

Effects of cisplatin on gene expression in HL-60 cells

To study early genes response to low doses of cisplatin drug in HL-60 cells, the cells were untreated or treated with 1, 2, or 3 µM of cisplatin for 96 hours and subjected to RNA sequencing. The analysis yields a list of genes for each treatment compared to the corresponding controls at P-value <0.05, and the list of genes for each test concentration is presented in Supplementary Tables 1–3 for the concentrations 1, 2, and 3 µM, respectively. The expression of almost 37 genes was altered significantly (P < 0.05) in response to 1 µM of cisplatin compared to the control (Supplementary Table 1), whereas in 2 and 3 µM treated cells, more than 1000 gene expressions were altered significantly (P < 0.05; Supplementary Tables 2 and 3). A total number of 28 genes were consistently altered in 1, 2, and 3 µM of cisplatin-treated HL-60 cells (Table 1). Since the 28 genes consistently altered at all the tested cisplatin concentrations, we focused more on the analysis of those 28 genes that are upregulated or downregulated significantly compared to the controls (Table 1). Among the 28 genes, 22 genes were upregulated and the rest of the six genes were downregulated. The upregulated genes induced E2F transcription factor 1 (E2F1), E2F transcription factor 2 (E2F2), E2F transcription factor 8 (E2F8), IQ motif containing GTPase activating protein 3 (IQGAP3), vimentin (VIM), DNA damage-inducible transcript 4 (DDIT4), family with sequence similarity 111, member A (FAM111A), growth arrest-specific 7 (GAS7), thymidine kinase 1, soluble (TK1), anti-silencing function 1B histone chaperone (ASF1B), ribonucleotide reductase M2 (RRM2), V-myb avian myeloblastosis viral oncogene homolog-like 2 (MYBL2), interleukin 8 (IL8), transcription factor 19 (TCF19), tubulin, alpha 4a (TUBA4A), RecQ protein-like 4 (RECQL4), Mov10 RISC complex RNA helicase (MOV10), Solute carrier family 25 (mitochondrial carrier; phosphate carrier), member 24 (SLC25A24), Fanconi anemia, complementation group G (FANCG), interleukin 27 receptor, alpha (IL27RA), cyclin E1 (CCNE1), and maternal embryonic leucine zipper kinase (MELK), whereas the downregulated genes are cell division cycle 20 (CDC20), disks, large (Drosophila) homolog-associated protein 5 (DLGAP5), PIF1 5′-to-3′ DNA helicase (PIF1), karyopherin alpha 2 (RAG cohort 1, importin alpha 1) (KPNA2), breast carcinoma amplified sequence 3 (BCAS3), and histone cluster 1, H2bl (HIST1H2BL).

Table 1.

List of cisplatin-altered genes in HL-60 cells.

GENE NAME GENE DESCRIPTION FOLD-CHANGE (LOG2)
1 µM 2 µM 3 µM
Cell Cycle
CDC20 Cell division cycle 20 −0.54 −0.91 −0.98
E2F1 E2F transcription factor 1 0.44 0.70 0.76
E2F2 E2F transcription factor 2 1.05 1.27 1.74
E2F8 E2F transcription factor 8 0.61 0.89 1.00
CCNE1 Cyclin E1 0.48 1.00 0.94
TK1 Thymidine kinase 1, soluble 0.63 1.32 1.19
MYBL2 V-myb avian myeloblastosis viral oncogene homolog-like 2 0.50 0.53 0.65
TCF19 Transcription factor 19 0.57 1.15 1.12
DLGAP5
Apoptosis and signaling pathways
Disks, large (Drosophila) homolog-Associated protein −0.39 −0.44 −0.65
GAS7 Growth arrest-specific 7 0.53 0.67 1.06
MELK Maternal embryonic leucine zipper kinase 0.46 0.75 0.64
IQGAP3 IQ motif containing GTPase activating protein 3 0.65 0.54 0.85
DDIT4 DNA-damage-inducible transcript 4 0.54 1.52 1.98
MOV10 Mov10 RISC complex RNA helicase 0.73 0.98 0.94
Cellular assembly and organization
VIM Vimentin 0.50 0.69 0.56
ASF1B Anti-silencing function 1B histone chaperone 0.53 0.95 0.95
RRM2 Ribonucleotide reductase M2 0.64 1.15 1.11
HIST1H2BL Histone cluster 1, H2bl −0.66 −0.81 −0.75
TUBA4 A Tubulin, alpha 4a 0.82 0.84 1.06
DNA replication, recombination, or repair
FAM111A Family with sequence similarity 111, member A 0.44 0.87 0.93
PIF1 PIF1 5′-to-3′ DNA helicase −1.01 −1.45 −1.77
KPNA2 Karyopherin alpha 2 −0.41 −0.67 −0.77
RECQL4 RecQ protein-like 4 0.40 0.48 0.57
FANCG Fanconi anemia, complementation group G 0.47 0.82 0.86
Cancer
BCAS3 Breast carcinoma amplified sequence 3 −1.05 −1.62 −1.75
Immune system
IL8 Interleukin 8 0.66 1.77 3.16
IL27RA Interleukin 27 receptor, alpha 0.47 0.36 0.42
Carrier protein
SLC25A24 Solute carrier family 25 (mitochondrial carrier; phosphate carrier), member 24 0.52 0.68 0.42

Notes: HL-60 cells were treated with 1, 2, or 3 µM of cisplatin or left untreated for 96 hours. Post incubation, the total RNA was isolated from the cells and the RNA was subjected to sequencing as described in the “Methods” section. The listed genes were consistently altered significantly (P < 0.05) in response to all cisplatin doses.

All the listed genes were either directly or indirectly associated with cell cycle, cellular assembly and organization, DNA replication, recombination, repair, gene expression, or cancer network functions. Since most of the genes were associated with cell cycle, apoptosis, and its related functions, cell cycle analysis and apoptosis assays were performed.

Dose- and time-dependent effects of cisplatin on cell cycle distribution in HL-60 cells

Cisplatin-treated HL-60 cells were arrested in cell cycle progression (Fig. 1). At lower dose (1 µM) and 24 hours of cisplatin treatment, the cells started to accumulate in sub-G1, S, and G2 phases. As the treatment time increases from 48, 72, and 96 hours, the cell distribution was significantly altered in all the cell cycle phases compared to the control cells. Almost 40% of the cell density was reduced at G0/G1 phase, reduced in 1 µM treated cells, and accumulated in S and sub-G1 phases. Interestingly, 2 and 3 µM of cisplatin-treated cells significantly accumulated at sub-G1 phase of the cell cycle with an increase of 30% and 51% cells, respectively. The cell cycle analysis indicated that, at lower doses of cisplatin treatment, the cells were arrested at sub-G1, S, or G2 checkpoints, and as cisplatin dose and treatment time increases, the cells started accumulating more in sub-G1 phase. Accumulation of cells in sub-G1 phase of cell cycle in PI treatment indicated that the cells may be undergoing apoptosis/necrosis.

Figure 1.

Figure 1

Cisplatin modulation of cell cycle progression in HL-60 cells. HL-60 cells were kept untreated (control) or treated with 1, 2, or 3 µM of cisplatin for 24, 48, 72, or 96 hours. Post treatment, the cells were fixed and incubated with PI and analyzed using Cellometer Vision as described in the “Methods” section. Each graph represents the cell cycle data for 24-hour (A), 48-hour (B), 72-hour (C), and 96-hour (D) treatments. P < 0.05 was considered as statistically significant.

Cisplatin induces apoptosis/necrosis in HL-60 cells

To further analyze the cells for apoptotic/necrosis properties, the cisplatin-treated cells were stained with PI and Annexin V. Annexin V specifically binds phosphatidylserine in cell membrane in which the cells entered into apoptotic phase, whereas PI stains DNA in necrotic cells where the cell membrane disintegrates. The results show that cisplatin induced apoptosis/necrosis in HL-60 cells in a time- and dose-dependent manner. In 24-hour treatment, at doses of 1, 2, or 3 µM, apoptosis was induced by approximately 7%, 10%, or 12% compared to the control cells, respectively (Fig. 2). As the incubation period increases (48, 72, or 96 hours), apoptotic/necrotic cells increased proportionally with the doses. At the end of 96-hour treatment, apoptotic/necrotic cells were significantly increased in all the tested doses compared to the controls (Fig. 3). These results support the evidence that the accumulation of cisplatin-treated cells in sub-G1 phase of cell cycle is due to the cells entering into apoptotic or necrotic phases.

Figure 2.

Figure 2

Cisplatin induced apoptosis/necrosis in HL-60 cells. HL-60 cells were untreated or treated with 1, 2, or 3 µM of cisplatin for 24, 48, 72, or 96 hours. The treated and untreated cells were incubated with Annexin V and PI in annexin buffer, and the cells were analyzed using a Cellometer Vision as described in the “Methods” section. The four quadrants of each unit represent the status of the cell population. The top left quadrant represents the damaged cell population, top right quadrant represents the necrotic cell population, bottom left quadrant represents the live and healthy cell population, and bottom right quadrant represents the apoptotic cell population.

Figure 3.

Figure 3

Percentages of apoptosis and necrosis in HL-60 cells exposed to cisplatin. HL-60 cells were kept untreated (control) or treated with 1, 2, or 3 µM of cisplatin for 24, 48, 72, or 96 hours, incubated with Annexin V and PI, and analyzed using Cellometer Vision as described in the “Methods” section. The results are presented in bar graphs. Each graph represents the data for apoptosis/necrosis for 24-hour (A), 48-hour (B), 72-hour (C), and 96-hour (D) treatments. P < 0.05 was considered as statistically significant.

Discussion

Various reports on the anticancer properties of cisplatin have been published, but the actual mechanisms of action are largely unknown. Specifically, data for cisplatin effects at lower doses are scarce. In this study, we investigated the effects of low doses (1, 2, and 3 µM) of cisplatin on gene expression in HL-60 cells following 96 hours exposure and determined their relevance to the major cellular and molecular events such as cell cycle modulation and apoptosis. The RNA sequence analysis allowed us to find the list of genes that are altered for each dose (1, 2, or 3 µM; Supplementary Tables 1, 2, or 3) and the list of genes that are consistently altered in all the tested concentrations (1, 2, and 3 µM; Table 1). We narrowed down our analysis and focused more on the 28 genes that were consistently upregulated or downregulated in response to 1, 2, and 3 µM cisplatin (Table 1).

All of the transcription levels of the 28 genes were altered in a dose-dependent manner with higher expression levels being found at the higher doses (2 or 3 µM) compared to those at the lower dose (1 µM). Interestingly, compared to 2 or 3 µM doses, only 3.8% genes’ expressions were altered significantly in 1 µM cisplatin-treated cells. Among the 28 genes that were altered consistently in all the tested doses, E2F2 expression levels were strongly upregulated with almost 1-fold change in lower dose and 1.74-fold change in higher dose. It is interesting that E2F2 expression level was previously reported to play a pivotal role in ovarian cancer and suggested to be a potential therapeutic target.27,28 The most downregulated genes were PIF1 and BCAS3. Both genes were repressed by almost 1-fold at lower dose and 1.75-fold at higher doses (Table 1). BCAS3 expression levels have been reported to be higher in cancer cells,29,30 but the reduced transcription levels in response to cisplatin in a dose-dependent manner indicate that the drug has potential even at lower doses of treatment. Similarly, PIF1 targeted siRNA, reduced transcription levels, inhibited cell cycle progression, and elevated apoptosis in colon cancer.3133 The dose-dependent expression shows an alteration of more genes at higher doses, which directly or indirectly controls the cell proliferation. However, the functional end point of genes regulated at different levels including transcriptional, translational, and posttranslational levels is different. In this report, the dose–response was studied at the transcriptional level. However, further research is needed to evaluate the potential effects of cisplatin at the translational and posttranslational levels.

The RNA sequencing analysis of cisplatin-treated HL-60 cells shows that the CDC20, E2F1, E2F2, E2F8, GAS7, TK1, MYBL2, TCF19, CCNE1, and MELK genes play a major role in cell cycle progression. CDC20 is a known coactivator of anaphase-promoting complex (APC) that interacts with various other proteins in cell cycle regulation.27,28,3436 APC is responsible for mitotic exit by cyclin destruction. However, the APC-CDC20 complex activity is dependent on the activity of cyclin–CDK activity.37,38 Cyclin is a partner of CDK, as the cyclin activity is repressed, CDK activity decreases and facilitates APC-CDC20 to exit the cell from the mitotic phase. However, the cisplatin-treated cells show decreased levels of CDC20 and increased levels of one of the cyclin (CCNE1) mRNA levels (Table 1). For both genes, either increased cyclin activity with CDK complex or decreased CDC20 levels with APC complex might favor the cells not to exit the mitotic phase. Accordingly, our results show that the cell cycle progression is blocked (Fig. 1) due to either decreased levels of CDC20 or increased levels of CCNE1. It has been reported that the expression levels of cyclins influence cisplatin effect on ovarian cancer cells,39 endometrial carcinoma cells,40 and mitotic phase of the cell cycle. E2F family transcription factors are important in cell cycle regulation and control of antiproliferating proteins. Our results show that the E2F1, E2F2, and E2F8 mRNA levels were upregulated in response to cisplatin treatment (Table 1). In consistence with the current results, it was recently reported that E2F contributes significantly in cisplatin-induced cell death in ovarian cancer.41,42 TK1 mRNA levels were significantly induced in a dose-dependent fashion. TK1 is a known cell cycle regulator enzyme, more significantly in S phase.43,44 In fibrosarcoma tumor model, TK1 protein levels were reported to be modulated in response to cisplatin treatment.45 The current results show that TCF19 and MYBL2 genes expression levels were induced in response to all the tested cisplatin doses. However, the product of TCF19 gene is known to function during G1/S transition, whereas MYBL2, also known as b-Myb, is a known player in cell cycle regulation. These studies underscore the role of these proteins in the cell cycle regulation.46 In addition, MYBL2 is a known biomarker for cervical cancer, and altered levels of this gene in response to cisplatin have significant relevance to the cancer disease.47

The cell cycle analysis results are in consistence with the mRNA expression profiles in response to the cisplatin (Table 1). Cisplatin-treated cells were arrested in G0/G1 phase in a dose-dependent fashion. Also, we reported previously that the same doses of cisplatin induced DNA damage in HL-60 cells in a time- and dose-dependent manner.25 These results indicated that cisplatin induces DNA damage and influences the cell cycle checkpoints to arrest the cells at a particular cell cycle phase. Growth arrest and DNA damage-inducible protein 45 (GADD45a) plays a significant role in DNA repair and suppression of cell growth.48,49 In consistence with the previous reports, the RNA sequencing data of the present study indicate that GADD45a mRNA was induced in 2 and 3 µM cisplatin-treated cells by 0.45 and 0.64 folds, respectively. The arrest of the cell cycle progression could be a result of induced expression of GADD45a and other key cell cycle regulatory proteins in response to cisplatin treatment. Similar results were reported previously indicating that cisplatin induces GADD45a through extracellular signal-regulatory kinase pathway and regulates cell cycle checkpoints.50,51 PIF1 transcription levels were decreased consistently in a dose-dependent manner (Table 1), PIF1 is reported to play a major role in unwinding of replication fork during replication, repair, and transcription. Depletion of PIF1 has been reported to impair the genome-wide replication fork,52 indicating that cisplatin successfully inhibits the cell cycle progression by decreasing the transcription levels of PIF1. Another protein KPNA2, upregulated in a dose-dependent manner, is known to carry nuclear localization signal for checkpoint protein Chk2, which is responsible for multiple checkpoint arrest in cell cycle phases.53 Moderately upregulated gene expressions of FAM111A, FANCG, and RECQL4 are reported to play a role in DNA replication,54 homologous recombination,55 and mitochondrial genome stability,56 respectively. The results are consistent with the previous reports indicating that gene expression plays a role in cell cycle checkpoints and DNA repair mechanisms.

Further, we studied the cisplatin potential for apoptosis in HL-60 cells. Cisplatin significantly induced apoptosis in a time-dependent fashion (Figs. 2 and 3). The apoptotic potential of cisplatin is supported by the cisplatin-induced mRNA profiles presented in Table 1. GAS7 gene products are known to control growth arrest and apoptotic property of cells in response to stimuli. As reported earlier, GAS7 gene knockdown reduced apoptosis induced by cisplatin, whereas overexpression of GAS7 gene activated apoptosis.57 In consistence with the previous reports, the GAS7 gene mRNA levels were upregulated in cisplatin-treated cells in a dose-dependent fashion. Similarly, MELK mRNA levels were upregulated in response to cisplatin in a dose-dependent manner. MELK gene product is also known to play a role in apoptotic induction. It has been reported that overex-pressed levels of MELK reduced the survival of breast cancer patients.58 The other mRNA profiles, including BCAS3 that is overexpressed in cancer cells, were downregulated in all the cisplatin-treated cells in a dose–response fashion, whereas DDIT4 mRNA levels were upregulated. DDIT4 is known to be induced in cisplatin-treated cells in response to reactive oxygen species.59

Cisplatin has been used for the treatment of a variety of human cancers including testicular, ovarian, bladder, breast, cervical, stomach, head and neck, prostate, esophageal, sarcoma, and neuroblastoma.6062 However, the current research findings including genes’ transcriptional alterations (Table 1), inhibition of cell cycle progression (Fig. 1), and induction of apoptosis (Figs. 2 and 3) in HL-60 cells give new insights into further therapeutic development of cisplatin as a potential drug for leukemia. These results are in consistence with our previous reports on cisplatin-induced oxidative stress and DNA damage.25 Studies on the cytotoxic mode of action have also revealed that cisplatin induces cell proliferation inhibition, DNA adducts formation and oxidative stress, cell cycle arrest, and apoptosis in HL-60 cells.63 Additional reports by Previati et al and Floros et al pointed out a similar potential of cisplatin as a possible chemotherapeutic drug in HL-60 cells, by inducing apoptosis, inhibiting cell cycle progression, and modulating oxidative stress.6466 However, cisplatin doses in these studies are several orders of magnitude higher than the ones we tested in the present investigation. Hence, testing the chemotherapeutic property at low doses offers the advantage of reducing the chemical toxicity, reducing cost, and improving the benefits of treatment. Interestingly, most of the 28 genes that responded to cisplatin treatment in the current study are relevant biomarkers that have been reported in cisplatin-based treatment of other cancer diseases.

Conclusion

In conclusion, we have reported the transcriptional modulation of gene expression in response to cisplatin treatment of HL-60 cells by RNA profiling. Also, we have found that cisplatin induces cell cycle arrest and apoptosis in a dose- and time-dependent manner. Cisplatin significantly altered the expression of many important genes in HL-60 cells, and 28 genes were consistently altered in all tested doses (1, 2, and 3 µM). Interestingly, the genes that were modulated at the transcriptional level were directly or indirectly related to functional pathways and/or end points such as cell cycle arrest, apoptosis, DNA damage, and oxidative stress responses. However, further research is needed to study the specific mechanisms of these biologic responses at the transcriptional level as well as translational level of upregulated or downregulated genes. It is likely that this process may lead to novel and improved therapeutic approaches.

Supplementary Materials

Supplementary Table 1. The list of genes that responded to 1 µM cisplatin treatment in HL-60 cells. HL-60 cells were treated with 1 µM of cisplatin for 96 hours, and the total RNA was subjected to RNA sequencing as described in the “Methods” section. Significantly altered list of genes are presented with P < 0.05.

Supplementary Table 2. The list of genes that responded to 2 µM cisplatin treatment in HL-60 cells. HL-60 cells were treated with 2 µM of cisplatin for 96 hours, and the total RNA was subjected to RNA sequencing as described in the “Methods” section. Significantly altered list of genes are presented with P < 0.05.

Supplementary Table 3. The list of genes that responded to 3 µM cisplatin treatment in HL-60 cells. HL-60 cells were treated with 3 µM of cisplatin for 96 hours, and the total RNA was subjected to RNA sequencing as described in the “Methods” section. Significantly altered list of genes are presented with P < 0.05.

BMI-11-2016-113-s001.zip (365.3KB, zip)

Footnotes

ACADEMIC EDITOR: Karen Pulford, Editor in Chief

PEER REVIEW: Four peer reviewers contributed to the peer review report. Reviewers’ reports totaled 649 words, excluding any confidential comments to the academic editor.

FUNDING: The research described in this publication was made possible by a grant from the National Institutes of Health (NIMH D-G12MD007581) through the RCMI-Center for Environmental Health at Jackson State University. The authors confirm that the funder had no influence over the study design, content of the article, or selection of this journal.

COMPETING INTERESTS: Authors disclose no potential conflicts of interest.

Paper subject to independent expert blind peer review. All editorial decisions made by independent academic editor. Upon submission manuscript was subject to anti-plagiarism scanning. Prior to publication all authors have given signed confirmation of agreement to article publication and compliance with all applicable ethical and legal requirements, including the accuracy of author and contributor information, disclosure of competing interests and funding sources, compliance with ethical requirements relating to human and animal study participants, and compliance with any copyright requirements of third parties. This journal is a member of the Committee on Publication Ethics (COPE).

Author Contributions

Conceived and designed the experiments: VV, SRD, PBT. Analyzed the data: VV, SRD, PBT. Wrote the first draft of the manuscript: VV. Contributed to the writing of the manuscript: SRD PBT. Agreed with manuscript results and conclusions: VV, SRD, PBT. Jointly developed the structure and arguments for the paper: VV, PBT. Made critical revisions and approved the final version: VV, PBT. All the authors reviewed and approved the final manuscript.

REFERENCES

  • 1.Frezza M, Hindo S, Chen D, et al. Novel metals and metal complexes as platforms for cancer therapy. Curr Pharm Des. 2010;16(16):1813–25. doi: 10.2174/138161210791209009. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Kelland L. The resurgence of platinum-based cancer chemotherapy. Nat Rev Cancer. 2007;7(8):573–84. doi: 10.1038/nrc2167. [DOI] [PubMed] [Google Scholar]
  • 3.Abrams TJ, Lee LB, Murray LJ, Pryer NK, Cherrington JM. SU11248 inhibits KIT and platelet-derived growth factor receptor beta in preclinical models of human small cell lung cancer. Mol Cancer Ther. 2003;2(5):471–8. [PubMed] [Google Scholar]
  • 4.Go RS, Adjei AA. Review of the comparative pharmacology and clinical activity of cisplatin and carboplatin. J Clin Oncol. 1999;17(1):409–22. doi: 10.1200/JCO.1999.17.1.409. [DOI] [PubMed] [Google Scholar]
  • 5.Alizadehnohi M, Nabiuni M, Nazari Z, Safaeinejad Z, Irian S. The synergistic cytotoxic effect of cisplatin and honey bee venom on human ovarian cancer cell line A2780cp. J Venom Res. 2012;3:22–7. [PMC free article] [PubMed] [Google Scholar]
  • 6.Koch M, Krieger ML, Stolting D, et al. Overcoming chemotherapy resistance of ovarian cancer cells by liposomal cisplatin: molecular mechanisms unveiled by gene expression profiling. Biochem Pharmacol. 2013;85(8):1077–90. doi: 10.1016/j.bcp.2013.01.028. [DOI] [PubMed] [Google Scholar]
  • 7.Matsuki M, Takahashi A, Katou S, Takayanagi A, Takagi Y, Kamata K. Pathological complete response to gemcitabine and cisplatin chemotherapy for advanced upper tract urothelial carcinoma: a case report. Nihon Hinyokika Gakkai Zasshi. 2013;104(1):33–7. doi: 10.5980/jpnjurol.104.33. [DOI] [PubMed] [Google Scholar]
  • 8.Scher HI. A randomized comparison of cisplatin alone or in combination with methotrexate, vinblastine, and doxorubicin in patients with metastatic urothelial carcinoma: a cooperative group study. J Urol. 1992;148(5):1625–6. [PubMed] [Google Scholar]
  • 9.Dhar S, Kolishetti N, Lippard SJ, Farokhzad OC. Targeted delivery of a cisplatin prodrug for safer and more effective prostate cancer therapy in vivo. Proc Natl Acad Sci U S A. 2011;108(5):1850–5. doi: 10.1073/pnas.1011379108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Tsimberidou AM, Braiteh F, Stewart DJ, Kurzrock R. Ultimate fate of oncology drugs approved by the US food and drug administration without a randomized Trial. J Clin Oncol. 2009;27(36):6243–50. doi: 10.1200/JCO.2009.23.6018. [DOI] [PubMed] [Google Scholar]
  • 11.Khan AB, D’Souza BJ, Wharam MD, et al. Cisplatin therapy in recurrent childhood brain tumors. Cancer Treat Rep. 1982;66(12):2013–20. [PubMed] [Google Scholar]
  • 12.Prestayko AW, D’Aoust JC, Issell BF, Crooke ST. Cisplatin (cis-diamminedichloroplatinum II) Cancer Treat Rev. 1979;6(1):17–39. doi: 10.1016/s0305-7372(79)80057-2. [DOI] [PubMed] [Google Scholar]
  • 13.Holmes FA, Walters RS, Theriault RL, et al. Phase II trial of taxol, an active drug in the treatment of metastatic breast cancer. J Natl Cancer Inst. 1991;83(24):1797–805. doi: 10.1093/jnci/83.24.1797-a. [DOI] [PubMed] [Google Scholar]
  • 14.Legha SS, Ring S, Papadopoulos N, Raber M, Benjamin RS. A phase II trial of taxol in metastatic melanoma. Cancer. 1990;65(11):2478–81. doi: 10.1002/1097-0142(19900601)65:11<2478::aid-cncr2820651114>3.0.co;2-s. [DOI] [PubMed] [Google Scholar]
  • 15.Sarosy G, Kohn E, Stone DA, et al. Phase I study of taxol and granulocyte colony-stimulating factor in patients with refractory ovarian cancer. J Clin Oncol. 1992;10(7):1165–70. doi: 10.1200/JCO.1992.10.7.1165. [DOI] [PubMed] [Google Scholar]
  • 16.Ardizzoni A, Rosso R, Salvati F, et al. Activity of doxorubicin and cisplatin combination chemotherapy in patients with diffuse malignant pleural mesothelioma. An Italian Lung Cancer Task Force (FONICAP) Phase II study. Cancer. 1991;67(12):2984–7. doi: 10.1002/1097-0142(19910615)67:12<2984::aid-cncr2820671208>3.0.co;2-q. [DOI] [PubMed] [Google Scholar]
  • 17.Valle J, Wasan H, Palmer DH, et al. Cisplatin plus gemcitabine versus gemcitabine for biliary tract cancer. N Engl J Med. 2010;362(14):1273–81. doi: 10.1056/NEJMoa0908721. [DOI] [PubMed] [Google Scholar]
  • 18.Milczarek M, Rosinska S, Psurski M, Maciejewska M, Kutner A, Wietrzyk J. Combined colonic cancer treatment with vitamin D analogs and irinotecan or oxaliplatin. Anticancer Res. 2013;33(2):433–44. [PubMed] [Google Scholar]
  • 19.Apostolou P, Toloudi M, Chatziioannou M, et al. Anvirzel in combination with cisplatin in breast, colon, lung, prostate, melanoma and pancreatic cancer cell lines. BMC Pharmacol Toxicol. 2013;14:18. doi: 10.1186/2050-6511-14-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Xu XM, Zhang Y, Qu D, et al. Combined anticancer activity of osthole and cisplatin in NCI-H460 lung cancer cells in vitro. Exp Ther Med. 2013;5(3):707–10. doi: 10.3892/etm.2013.889. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Gottesman MM, Fojo T, Bates SE. Multidrug resistance in cancer: role of ATP-dependent transporters. Nat Rev Cancer. 2002;2(1):48–58. doi: 10.1038/nrc706. [DOI] [PubMed] [Google Scholar]
  • 22.Dasari S, Tchounwou PB. Cisplatin in cancer therapy: molecular mechanisms of action. Eur J Pharmacol. 2014;740:364–78. doi: 10.1016/j.ejphar.2014.07.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Siddik ZH. Cisplatin: mode of cytotoxic action and molecular basis of resistance. Oncogene. 2003;22(47):7265–79. doi: 10.1038/sj.onc.1206933. [DOI] [PubMed] [Google Scholar]
  • 24.Birnie GD. The HL60 cell line: a model system for studying human myeloid cell differentiation. Br J Cancer Suppl. 1988;9:41–5. [PMC free article] [PubMed] [Google Scholar]
  • 25.Dasari SR, Velma V, Yedjou CG, Tchounwou PB. Preclinical assessment of low doses of cisplatin in the management of acute promyelocytic leukemia. Int J Cancer Res Mol Mech. 2015;1(3):1–6. doi: 10.16966/2381-3318.113. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Williams JM, Johnson AC, Stelloh C, et al. Genetic variants in Arhgef11 are associated with kidney injury in the Dahl salt-sensitive rat. Hypertension. 2012;60(5):1157–68. doi: 10.1161/HYPERTENSIONAHA.112.199240. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Schwab M, Lutum AS, Seufert W. Yeast Hct1 is a regulator of Clb2 cyclin proteolysis. Cell. 1997;90(4):683–93. doi: 10.1016/s0092-8674(00)80529-2. [DOI] [PubMed] [Google Scholar]
  • 28.Thornton BR, Ng TM, Matyskiela ME, Carroll CW, Morgan DO, Toczyski DP. An architectural map of the anaphase-promoting complex. Genes Dev. 2006;20(4):449–60. doi: 10.1101/gad.1396906. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Barlund M, Monni O, Weaver JD, et al. Cloning of BCAS3 (17q23) and BCAS4 (20q13) genes that undergo amplification, overexpression, and fusion in breast cancer. Genes Chromosomes Cancer. 2002;35(4):311–7. doi: 10.1002/gcc.10121. [DOI] [PubMed] [Google Scholar]
  • 30.Gururaj AE, Singh RR, Rayala SK, et al. MTA1, a transcriptional activator of breast cancer amplified sequence 3. Proc Natl Acad Sci U S A. 2006;103(17):6670–5. doi: 10.1073/pnas.0601989103. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Brosh RM., Jr DNA helicases involved in DNA repair and their roles in cancer. Nat Rev Cancer. 2013;13(8):542–58. doi: 10.1038/nrc3560. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Gagou ME, Ganesh A, Thompson R, Phear G, Sanders C, Meuth M. Suppression of apoptosis by PIF1 helicase in human tumor cells. Cancer Res. 2011;71(14):4998–5008. doi: 10.1158/0008-5472.CAN-10-4404. [DOI] [PubMed] [Google Scholar]
  • 33.Lahue RS, Au KG, Modrich P. DNA mismatch correction in a defined system. Science. 1989;245(4914):160–4. doi: 10.1126/science.2665076. [DOI] [PubMed] [Google Scholar]
  • 34.Visintin R, Prinz S, Amon A. CDC20 and CDH1: a family of substrate-specific activators of APC-dependent proteolysis. Science. 1997;278(5337):460–3. doi: 10.1126/science.278.5337.460. [DOI] [PubMed] [Google Scholar]
  • 35.Yoon HJ, Feoktistova A, Wolfe BA, Jennings JL, Link AJ, Gould KL. Proteomics analysis identifies new components of the fission and budding yeast anaphase-promoting complexes. Curr Biol. 2002;12(23):2048–54. doi: 10.1016/s0960-9822(02)01331-3. [DOI] [PubMed] [Google Scholar]
  • 36.Zachariae W, Shevchenko A, Andrews PD, et al. Mass spectrometric analysis of the anaphase-promoting complex from yeast: identification of a subunit related to cullins. Science. 1998;279(5354):1216–9. doi: 10.1126/science.279.5354.1216. [DOI] [PubMed] [Google Scholar]
  • 37.Kramer ER, Scheuringer N, Podtelejnikov AV, Mann M, Peters JM. Mitotic regulation of the APC activator proteins CDC20 and CDH1. Mol Biol Cell. 2000;11(5):1555–69. doi: 10.1091/mbc.11.5.1555. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Rudner AD, Murray AW. Phosphorylation by Cdc28 activates the Cdc20-dependent activity of the anaphase-promoting complex. J Cell Biol. 2000;149(7):1377–90. doi: 10.1083/jcb.149.7.1377. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Etemadmoghadam D, George J, Cowin PA, et al. Amplicon-dependent CCNE1 expression is critical for clonogenic survival after cisplatin treatment and is correlated with 20q11 gain in ovarian cancer. PLoS One. 2010;5(11):e15498. doi: 10.1371/journal.pone.0015498. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Suzuki A, Horiuchi A, Ashida T, et al. Cyclin A2 confers cisplatin resistance to endometrial carcinoma cells via up-regulation of an Akt-binding protein, periplakin. J Cell Mol Med. 2010;14(9):2305–17. doi: 10.1111/j.1582-4934.2009.00839.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Reimer D, Sadr S, Wiedemair A, et al. Expression of the E2F family of transcription factors and its clinical relevance in ovarian cancer. Ann N Y Acad Sci. 2006;1091:270–81. doi: 10.1196/annals.1378.073. [DOI] [PubMed] [Google Scholar]
  • 42.Wang A, Li CJ, Reddy PV, Pardee AB. Cancer chemotherapy by deoxynucleotide depletion and E2F-1 elevation. Cancer Res. 2005;65(17):7809–14. doi: 10.1158/0008-5472.CAN-05-0888. [DOI] [PubMed] [Google Scholar]
  • 43.Munch-Petersen B, Cloos L, Jensen HK, Tyrsted G. Human thymidine kinase 1. Regulation in normal and malignant cells. Adv Enzyme Regul. 1995;35:69–89. doi: 10.1016/0065-2571(94)00014-t. [DOI] [PubMed] [Google Scholar]
  • 44.Sherley JL, Kelly TJ. Regulation of human thymidine kinase during the cell cycle. J Biol Chem. 1988;263(17):8350–8. [PubMed] [Google Scholar]
  • 45.Leyton J, Latigo JR, Perumal M, Dhaliwal H, He Q, Aboagye EO. Early detection of tumor response to chemotherapy by 3′-deoxy-3′-[18F]fluorothymidine positron emission tomography: the effect of cisplatin on a fibrosarcoma tumor model in vivo. Cancer Res. 2005;65(10):4202–10. doi: 10.1158/0008-5472.CAN-04-4008. [DOI] [PubMed] [Google Scholar]
  • 46.Oh IH, Reddy EP. The myb gene family in cell growth, differentiation and apoptosis. Oncogene. 1999;18(19):3017–33. doi: 10.1038/sj.onc.1202839. [DOI] [PubMed] [Google Scholar]
  • 47.Astbury K, McEvoy L, Brian H, et al. MYBL2 (B-MYB) in cervical cancer: putative biomarker. Int J Gynecol Cancer. 2011;21(2):206–12. doi: 10.1097/IGC.0b013e318205759f. [DOI] [PubMed] [Google Scholar]
  • 48.Fornace AJ, Jr, Alamo I, Jr, Hollander MC. DNA damage-inducible transcripts in mammalian cells. Proc Natl Acad Sci U S A. 1988;85(23):8800–4. doi: 10.1073/pnas.85.23.8800. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Niehrs C, Schafer A. Active DNA demethylation by Gadd45 and DNA repair. Trends Cell Biol. 2012;22(4):220–7. doi: 10.1016/j.tcb.2012.01.002. [DOI] [PubMed] [Google Scholar]
  • 50.DeHaan RD, Yazlovitskaya EM, Persons DL. Regulation of p53 target gene expression by cisplatin-induced extracellular signal-regulated kinase. Cancer Chemother Pharmacol. 2001;48(5):383–8. doi: 10.1007/s002800100318. [DOI] [PubMed] [Google Scholar]
  • 51.Mullan PB, Quinn JE, Gilmore PM, et al. BRCA1 and GADD45 mediated G2/M cell cycle arrest in response to antimicrotubule agents. Oncogene. 2001;20(43):6123–31. doi: 10.1038/sj.onc.1204712. [DOI] [PubMed] [Google Scholar]
  • 52.Gagou ME, Ganesh A, Phear G, et al. Human PIF1 helicase supports DNA replication and cell growth under oncogenic-stress. Oncotarget. 2014;5(22):11381–98. doi: 10.18632/oncotarget.2501. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Zannini L, Lecis D, Lisanti S, et al. Karyopherin-alpha2 protein interacts with Chk2 and contributes to its nuclear import. J Biol Chem. 2003;278(43):42346–51. doi: 10.1074/jbc.M303304200. [DOI] [PubMed] [Google Scholar]
  • 54.Alabert C, Bukowski-Wills JC, Lee SB, et al. Nascent chromatin capture proteomics determines chromatin dynamics during DNA replication and identifies unknown fork components. Nat Cell Biol. 2014;16(3):281–93. doi: 10.1038/ncb2918. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Yamamoto K, Ishiai M, Matsushita N, et al. Fanconi anemia FANCG protein in mitigating radiation- and enzyme-induced DNA double-strand breaks by homologous recombination in vertebrate cells. Mol Cell Biol. 2003;23(15):5421–30. doi: 10.1128/MCB.23.15.5421-5430.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Chi Z, Nie L, Peng Z, et al. RecQL4 cytoplasmic localization: implications in mitochondrial DNA oxidative damage repair. Int J Biochem Cell Biol. 2012;44(11):1942–51. doi: 10.1016/j.biocel.2012.07.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Hung FC, Chao CC. Knockdown of growth-arrest-specific gene 7b (gas7b) using short-hairpin RNA desensitizes neuroblastoma cells to cisplatin: implications for preventing apoptosis of neurons. J Neurosci Res. 2010;88(16):3578–87. doi: 10.1002/jnr.22504. [DOI] [PubMed] [Google Scholar]
  • 58.Pickard MR, Green AR, Ellis IO, et al. Dysregulated expression of Fau and MELK is associated with poor prognosis in breast cancer. Breast Cancer Res. 2009;11(4):R60. doi: 10.1186/bcr2350. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Martindale JL, Holbrook NJ. Cellular response to oxidative stress: signaling for suicide and survival. J Cell Physiol. 2002;192(1):1–15. doi: 10.1002/jcp.10119. [DOI] [PubMed] [Google Scholar]
  • 60.Florea AM, Busselberg D. Cisplatin as an anti-tumor drug: cellular mechanisms of activity, drug resistance and induced side effects. Cancers (Basel) 2011;3(1):1351–71. doi: 10.3390/cancers3011351. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Shah N, Dizon DS. New-generation platinum agents for solid tumors. Future Oncol. 2009;5(1):33–42. doi: 10.2217/14796694.5.1.33. [DOI] [PubMed] [Google Scholar]
  • 62.Zhang J, Wang L, Xing Z, et al. Status of bi- and multi-nuclear platinum anticancer drug development. Anticancer Agents Med Chem. 2010;10(4):272–82. doi: 10.2174/187152010791162270. [DOI] [PubMed] [Google Scholar]
  • 63.Kumar S, Tchounwou PB. Molecular mechanisms of cisplatin cytotoxicity in acute promyelocytic leukemia cells. Oncotarget. 2015;6(38):40734–46. doi: 10.18632/oncotarget.5754. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Cipak L, Rauko P, Miadokova E, Cipakova I, Novotny L. Effects of flavonoids on cisplatin-induced apoptosis of HL-60 and L1210 leukemia cells. Leuk Res. 2003;27(1):65–72. doi: 10.1016/s0145-2126(02)00063-2. [DOI] [PubMed] [Google Scholar]
  • 65.Floros KV, Thomadaki H, Lallas G, Katsaros N, Talieri M, Scorilas A. Cisplatin-induced apoptosis in HL-60 human promyelocytic leukemia cells: differential expression of BCL2 and novel apoptosis-related gene BCL2 L12. Ann N Y Acad Sci. 2003;1010:153–8. doi: 10.1196/annals.1299.025. [DOI] [PubMed] [Google Scholar]
  • 66.Previati M, Lanzoni I, Corbacella E, et al. Cisplatin-induced apoptosis in human promyelocytic leukemia cells. Int J Mol Med. 2006;18(3):511–6. [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Table 1. The list of genes that responded to 1 µM cisplatin treatment in HL-60 cells. HL-60 cells were treated with 1 µM of cisplatin for 96 hours, and the total RNA was subjected to RNA sequencing as described in the “Methods” section. Significantly altered list of genes are presented with P < 0.05.

Supplementary Table 2. The list of genes that responded to 2 µM cisplatin treatment in HL-60 cells. HL-60 cells were treated with 2 µM of cisplatin for 96 hours, and the total RNA was subjected to RNA sequencing as described in the “Methods” section. Significantly altered list of genes are presented with P < 0.05.

Supplementary Table 3. The list of genes that responded to 3 µM cisplatin treatment in HL-60 cells. HL-60 cells were treated with 3 µM of cisplatin for 96 hours, and the total RNA was subjected to RNA sequencing as described in the “Methods” section. Significantly altered list of genes are presented with P < 0.05.

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