The purpose of present work is to synthesize novel (+)-Dehydroabietylamine derivatives (DAAD) using N-acetyl-α-amino acid conjugates and determine its cytotoxic effects on hepatocellular carcinoma cells.
An analytical study was conducted to explore cytotoxic activity of DAAD on hepatocellular carcinoma cell lines. The cytotoxicity effect was recorded using sulforhodamine B technique. Cell cycle analysis was performed using Propidium Iodide (PI) staining. Based on cell morphology, anti growth activity and microarray findings of DAAD2 treatment, Comet assay, Annexin V/PI staining, Immunoperoxidase assay and western blots were performed accoringly.
Hep3B cells were found to be the most sensitive with IC50 of 2.00 ± 0.4 μM against (+)-N-(N-Acetyl-L-Cysteine)-dehydroabietylamine as DAAD2. In compliance to time dependent morphological changes of low cellular confluence, detachment and rounding of DAAD2 treated cells; noticeable changes in G2/M phase were recorded may be leading to cell cycle cessation. Up-regulation (5folds) of TUBA1A gene in Hep3B cells was determined in microarray experiments. Apoptotic mode of cell death was evaluated using standardized staining procedures including comet assay and annexin V/PI staining, Immuno-peroxidase assay. Using western blotting technique, caspase dependant apoptotic mode of cell death was recorded against Hep3B cell line.
It is concluded that a novel DAAD2 with IC50 values less than 8 μM can induce massive cell attenuation following caspase dependent apoptotic cell death in Hep3B cells. Moreover, the corelation study indicated that DAAD2 may have vital influence on cell prolifration properties.
Hepatocellular carcinoma (HCC) is the most common primary liver cancer. It is the fifth most frequent neoplasm and the third largest mortality causing cancer [1, 2]. The average life of HCC is 6 months after diagnosis including surgical treatment options, suggesting poor prognosis of the disease [1–3]. However, the highest incidence of HCC reported in Asia and Africa . Thus, it is an alarming situation that annually around about 600,000 individuals lost their lives due to HCC and almost the same number of new cases registered every year [5, 6]. The HCC in humans can be caused by multi-factors such as: high intake of alcohol and Aflatoxin, hereditary disorders and chronic infections with HCV and HBV [7, 8]. These factors have direct impact on patient characteristics as well as the tumor progression . The traditionally available therapies (chemotherapy or surgery) for the treatment of HCC are still not very successful in terms of quality and survival. However, Sorafenib is the first oral multikinase inhibitor and only the approved drug by Food and Drug Administration (FDA) for the treatment of HCC [10, 11]. These disappointing facts and figures suggested a dire need of effective drugs for the treatments of HCC.
Considering that structural manipulation is still remarkable and effective technique for the enhancement of drug efficacy and associated with the finding of novel drugs with potentially broad bioactive spectra. The (+)-Dehydroabietylamines (DAA) and its derivatives reported for biological activities including cytotoxic effects [12–15], endo-peptidase inhibitory activity, antibacterial [16, 17], antitumoral , and anti-carcinogenesis activity .
N-acetyl amino acids may have a fundamental role in several physiological and biochemical functions of the human body . Therefore, currently seven N-acetyl amino acids were used to synthesize seven derivatives of DAA through the association of peptide linkage between primary amine of DAA and carboxylic acid of N-acetyl amino acids. Meanwhile, the proposed drugs may have greater than 25% carboxamide functionality . However, the carbodiimide mediated peptide coupling method remains to be the most frequently used technique, as a major advantage, the carbodiimide did not require prior activation of carboxylic acid . Thus, the purpose of this study was first to synthesize seven derivatives of DAA using seven N-acetyl amino acids and their characterization by different analytical techniques. Moreover, the proposed novel (+)-Dehydroabietylamine analogues were used to examine the in vitro cytotoxicity of one breast cancer and ten HCC cell lines in detail.
Reagents and apparatus
All reagents and chemicals used during experimental work were analytical grade. The N- N-acetyl amino acids, (+)-Dehydroabietylamine, dehydroabietylamine, dichloromethane, dicyclohexyl carbodiimide, 4-dimethyl amino pyridine, ethanol, methanol and ethyl acetate purchased from Sigma–Aldrich (St. Louis, MO, USA). DMSO was obtained from Applichem Biochemica (Darmstadt, Germany). Analytical thin-layer chromatography was performed on precoated silica gel plates (Merck PF254, Darmstadt, Germany) and detection of spots were made by UV light and/or iodine vapors. Silica gel 60 (Merck, particle, size 0.040–0.063 mm, 230–240 mesh) was used for preparative column chromatography.
IR spectra were recorded on a Thermo-Nicolet 5700 Fourier transform infrared (FTIR) spectrometer (Fitchburg, WI) with KBr pellets. NMR spectra were recorded at room temperature on Bruker AM instrument operating at 400 and 500 MHz (1H). Residual solvent signals are internally referenced. Chemical shifts δ is referred in terms of ppm, coupling constants J are given in Hz. Following abbreviations classify the multiplicity: s = singlet, d = doublet, t = triplet, q = quartet, m = multiplet or unresolved, br = broad signal. Infrared spectra were recorded on a Schimadzu system and reported in cm−1. Samples were prepared in thin film technique. Mass spectra were done using the facilities in laboratories of HEJ Research institute of Chemistry, University of Karachi.
General procedure for the preparation of Amides from amino acids (DAAD 1–7)
To a solution of dehydroabietylamine (1 mol) in dichloromethane, dicyclohexyl carbodiimide (DCC, 1 mol), 4-dimethyl amino pyridine (DMAP, 0.5 mol) and N-acetyl amino acids (1 mol) were added, the resulting mixture was stirred at room temperature for 2 h. After completion of reaction 50 ml of ethyl acetate was added and filter. Filtrate washed with water (20 ml×2), and dried over anhydrous Na2SO4 and the solvent removed by evaporation. The formations of DAAD (1–7) were monitored by TLC; the compound was extracted from reaction mixture and characterized by applying different spectroscopic techniques. Formation of amide was completed in 2 to 2.5 h. N-acetyl-α-amino acid conjugates of (+)-Dehydroabietylamine (DAA) were prepared using Glycine, L-Cysteine, L-Methionine, L-Tyrosine, L-Aspartic acid, L-Phenylalanine and L-Alanine to furnish amides 1–7 respectively. All amides were obtained in good yields. The structure confirmation of compounds 1–7 was carried out (Additional file 1: Suppl. data Chemistry and Additional file 2: Characterization and Synthesis) using spectroscopic techniques including ESI-MS, FTIR, 1H-NMR, 1D & 2D, 13C-NMR, COSY, HMBC, HSQC and NOESY spectroscopy.
Cell lines care and cytotoxicity screening protocol
Ten HCC cell lines including Huh7, Hep3B, Hep3B-TR, HepG2, Hep40, SNU449, Mahlavu, PLC/PRF/5, SNU387, SNU475 and one breast cancer line MCF7 cryogenically stored in a liquid nitrogen Tank. Sulforhodamine B (SRB) method has been implemented for in vitro primary screening [21, 22]. Initially, a HCC cell line Huh7 and one breast cancer line MCF7 were used for primary screening of trial drugs (seven derivatives of synthesized DAA). For both Huh7 and MCF7 cell lines, 2000 cells/well were cultured in 96 well plate in incubator at 37 °C with 5% CO2 in complete medium (DMEM, 10% FBS, 1% NEA, 1% L-Glutamine and 1% P/S) and incubated for 24 h. All stock solutions were prepared in 100% DMSO with a concentration of 20 mM. Further dilutions were made with the help of respective media for each cell line. After 24 h, all trial drugs were introduced in two different (50 μM and 10 μM) concentrations in triplicate for each sample and plates were further incubated for next 72 h. After 72 h, media discarded and cells were washed once by using 1XPBS.
For fixation, 50 μL of ice cold 10% TCA was added into each well and kept in dark at 4 °C for 1 h. After fixation, the TCA was removed by tapping and plates were washed 4–5 times with ~200 μL dH2O. Plates were left over night for drying under hood. Finally, 50 μL of 0.4% SRB in 1% acetic acid solution was added to each well and left at room temperature for 10 min. Excessive SRB dye was removed and the plates washed 4–5 times with 1% acetic acid before air drying. Bound SRB dye was solubilized with 100 μL of 10 mM un-buffered chilled tris-base solution and plates were left on a plate shaker for at least 1–2 min. Absorbance was recorded using μ-Quant microplate reader with a wave length range of 405–515 nm. The test OD values were defined as the absorbance of each sample. Mean values were determined and standard deviation was found satisfactory ranging in between 0.001 to 0.25 in all respective samples from triplicates wells which were calculated automatically using MS Office Excel 2007 (v14.0) software for Windows.
Measurement of cell morphology
Six-well plates were used for photographs and 3 × 105 cells were maintained in each well, after 24 h drug was administered. Photographs of most sensitive (Hep3B) cell line were taken during three consecutive intervals i.e., 24, 48 and 72 h and compared with DMSO controls. All photographs were taken at 10X and 20X using a light microscope.
Cell proliferation assay
Cells were plated in 10 cm2 Petri plates at 3–4 × 105 per plate. After drug treatment, cells were harvested in different intervals by trypsinization and washed with PBS. Cells were fixed in ice-cold 70% ethanol, washed, and resuspended in 3 mL of 70% ethanol for storage at 4 °C; fixed cells treated with RNase A; and stained with propidium iodide (PI) for 45 min at room temperature. The stained cells were analyzed by flow cytometry using BD FACScalibur™.
Comet assay 
Hep3B cell line was used and around 200,000 cells/well were seeded in six well plates. Adriamycin (1 μM), and Camptothecin (5 μM) were used as positive controls. DAAD2 was administered in two different concentrations (5uM and 10 μM). Drugs were given to cells after 24 h of seeding. Both treated and untreated samples were collected after 24,48 and 72 h from plates through scraper with whole media after centrifugation at 1000 rpm for 10 min at +4 °C.
Freshly prepared 100 mL 1% normal melting agarose poured into a jar and kept in a water bath at 50–55 °C. The slides were placed into jar vertically and kept for about 15–20 min at room temperature. 15 ml of 0.7% low melting agarose (LMA) was also prepared and kept it at 4 °C. Both controls and treated cells were taken from incubator and washed with 1X cold PBS once. 2 mL of 1XPBS for each well of 6 wells plate added and cells were transferred directly in to 15 mL falcon tubes. The cells were centrifuged at 1000 rpm for 6 min at 4 °C. Supernatant was discarded and pallet of the cells re-suspend with cold PBS (700 μL) without bubbling. 5–10 μL cell suspension was put on already prepared 1% agarose coated slide, and coated with 70–80 μL LMA with cover slip (24 × 50 mm) onto the cells. Cells were counted under the microscope to validate the desired cell number and stored for 12–15 min at 4 °C to allow LMA layer to soluble. For third layer, again 70–80 μL of LMA covered with cover slip was used for coating, and the slides were kept at 4 °C for about 12–15 min. Slides were pour in to tank for at least 1 h containing lysis buffer and importantly temperature was maintained at 4 °C. Slides were taken out and washed with neutralization buffer thrice. In the next step, freshly prepared electrophoresis buffer (0.555 g Na-EDTA + 10 g NaOH cold 1.5 L dH2O maintained at 4 °C) was poured into electrophoresis tank and the tank was covered with ice to maintain the temperature before use. The washed slides were placed without any gap into the tank as writing place of slides on positive side of the electrode. Power supply for electrolysis tank was maintained on 25 V and maximum up to 280 A. Incubation of the slides was done in dark with electrophoresis buffer for 20 min to denature DNA and then DNA was run at 25 V per 260–280 A per 20 min. At last, slides were taken out and washed with neutralization buffer thrice gently and kept slides into the buffer until DAPI staining. For DAPI staining, 45 μL, (5 μg/mL DAPI) with 24 × 50 mm coverslip onto the slides was applied and kept into the humidity chamber at (papers with water) 4 °C before taking the pictures on fluorescent microscope.
Propidium iodide staining 
Hep3B cells were maintained in 5 cm2 Petri plates and cover slips were added at the time of splitting. After 24 h, DAAD2 (2 μM & 5 μM) was supplemented. While, media with less than 0.1% DMSO were also changed for negative controls. After 72 h of incubation, cover slips from both control and sample were taken out and as per given protocol cover slips were covered with annexin V/PI staining solution for 15 min. Photographs were taken at fluorescent microscope with detection range of 515–565 nm (green).
Affymetrix Human Genome U133 Plus 2.0 Gene-Chips were used for whole-genome gene expression profiling experiments. Isolated total RNAs of treated and non-treated DAAD2-sensitive HEP3B and DAAD2-resistant SNU449 cells processed according to manufacturer’s instructions. Quality control analyses of microarray data performed using the BRB Array Tools V 4.2.0 (http://linus.nci.nih.gov/BRB-ArrayTools.html). Triplicate samples from each sample type (12 samples in total) were used for the rest of the analyses. Normalizations of the raw data obtained from Gene-Chip Operating Software performed using the BRB Array Tools.
Lists of differentially expressed genes were determined using the Class Comparison Tool of the BRB Array Tools software. Genes differing more than 1.5 fold between control and DAAD-2 treated Hep3B cells, as well as control and DAAD-2 treated SNU449 cells were determined in separate lists.
Lists of differentially expressed genes were further analyzed via Connectivity Map (cmap) Tool  to further investigate molecular mechanisms responsible for resistance and sensitivity to DAAD-2 treatments. Gene expression signatures of drug-sensitive and drug-resistant HCC cells were used to determine similarities with signatures of previously characterized chemicals in the cmap database.
Immuno-peroxidase assay 
Hep3B cells were plated for 24 h in 12 well/plates at 50,000 cells on cover-slips for per each well. After DAAD2 treatment (2 μM & 5 μM) of 48 h, medium was aspirated. Cells were fixed with acetone and methanol mix solution (1:1) at −20 °C for 10 min. After aspiration of fixation solution, three times washing with 1XPBS performed for each plate. Hydrogen peroxide was added and hold for 10 min at room temperature in dark to block endogenous per oxidase activity. Washing step was repeated thrice again. Blocking was done using 10% FBS and 0.3% Triton X-100 in 1X PBS solution for 1 h in dark at room temperature. Anti human Caspase-3 (cleaved) was diluted in blocking solution (1:1000) and 100 μl of primary antibody was added on top of the cover slip drop by drop. After overnight incubation at 4 °C, cover-slips were washed with 1X PBS-T solution. 80 mL of Dako Envision secondary antibody was added on the top of the coverslips drop by drop and incubated in dark for 1 h at room temperature. Washing with 1X PBS-T solution performed twice. DAB solution was prepared and used as per manufacture guidelines. Counterstaining with hematoxylin solution was done for 5 min. at room temperature. After vigorous washing, coverslips were stained with blueing solution (0.1% Sodium Bicarbonate in distilled water) for 1 min at room temperature and rinsed with water. Finally, 85% of glycerol was added on top of each coverslip and put upside down on glass slide.
Western blotting 
To determine the protein level of differentially expressed genes of interest, cells were treated with 2 μM dose of DAAD2 for 72 h and the lysed with a Radioimmunoprecipitation Assay (RIPA) Buffer. Concentrations of protein lysates were measured by the conventional Bradford assay utilizing spectrophotometer at 595 nm. Sample protein concentrations were normalized in accordance with bovine serum albumin (BSA) standard curve. Around 30 μg of total proteins were subjected to gel electrophoresis using NuPAGE system with MES and/or MOPS buffers. Proteins were wet-transferred onto HyBond ECL nitrocellulose membranes. The membranes were blocked for 1 h at room temperature with 5% BSA in TBS-T. Membranes were incubated with the primary antibodies either at room temperature or at 4 °C for overnight. Following primary antibody incubations and extensive washing with TBS-T, secondary antibodies conjugated with horse-radish peroxidase (HRP) incubated 1 h at room temperature. After an additional wash of half an hour with TBSt-T, chemiluminescent reaction was recorded using ECL prime western blot detection kit (Thermoscientific), as per manufacturer’s guidelines. X-ray films were exposed to the emitted chemiluminescence.
The 19th version of SPSS (SPSS, Chicago, IL, USA) and Microsoft Excel 2007 (Roselle, IL, USA) were used for the statistical and graphical evaluations. Data were collected and expressed as the mean ± standard deviation of three independent experiments. Statistical analysis was performed by correlation of determination (R2) and probability test.
Results and discussion
Growth attenuation experiments and IC50 determination
In recent study, synthesized seven DAA derivatives (DAAD 1–7) were screened for cytotoxic effect on breast cancer and HCC cell lines by SRB technique as described in experimental part. Based on primary screening results (Fig. 1 and Additional file 3: Figure S1), DAAD 2 with a functional site of N-acetyl cysteine group at C-18 (2R) was found to be the most potent with 100% growth attenuation at 50 μM and 10 μM concentration on both Huh7 and MCF7 cells. Thus, it was selected for further investigation of cytotoxic effect and its mechanism. In continuation, IC50 values of DAAD2 were determined for all cell lines. All cells were treated with DAAD2 at different concentrations in triplicates ranging from 10 μM to 0.313 μM; for controls up to 0.1% DMSO final concentration was maintained with respective media for each cell line; camptothecin (CPT) as a positive control was used in triplicate at 5 μM concentration for all experiment. The IC50 values against all cell lines calculated using OD values against each drug concentration. Camptothecin showed around 80% growth attenuation at 5 μM concentration on Hep3B cells. While, inhibition rate of camptothecin found more than 90% on rest of cell cells lines.
As presented in Table 1, except SNU449 cell line with IC50 value more than 10 μM; all other cell lines showed 95–100% growth attenuation at 10 μM drug concentration of DAAD2, with IC50 range from 2 to 8 μM; indicating that this drug might have comparatively extensive therapeutic index than other trial drugs of the study. According to Table 1 and graph curve (Fig. 1b), Hep3B cells found to be the most sensitive cell line with the IC50 value of 2.0 ± 0.4 μM and reported around 90% inhibition at 5 μM drug treatment after 72 h.
Morphology using light microscopy
Hep3B cells were treated with DAAD2 on 10 cm2 Petri plates; using a light microscope the differences in cell morphology was observed in DAAD2 treated and untreated cells. Photographs were taken at 20X after 24, 48 and 72 h consecutively. Noticeable morphological changes resulting from low cell confluence, enlarged nuclei, cell rounding and loss of cellular attachment were observed at 24 h. The extent of these morphological changes gradually increased from 24 to 72 h of drug treatment. These morphological changes suggested further biochemical and molecular investigation to rationalize these morphological outcomes (Fig. 2).
G2/M phase arrest after 48 and 72 hours
To further validate inhibitory influence of our most potent trial drug DAAD2; cell cycle proliferation technique was adopted for quantitative analysis of cell progression in comparison with DMSO control. As described in methods part, Hep3B cells were studied accordingly. The percentages of cells in each phase of the cell cycle (Sub G1/G0, G1, S and G2/M) were determined 24, 48 and 72 h after treatment. As shown in Fig. 3, after 24 h of DAAD2 treatment although there was no significant change reported in G2/M phase. But after 48 and 72 h of DAAD2 treatment, significant (p < 0.001) decrease in the proportion of cells in G2/M phase; and nine-fold increase (p < 0.001) was recorded in sub-G1 phase after 48 and 72 h. In contrast, there was no noticeable change recorded (p > 0.05) in S phase after 48 and 72 h, whereas the percentage of G1 phase cells also decreased (p < 0.05) in DAAD2 treated cells (Fig. 3).
Alkaline comet assay
We performed alkaline comet assay to see the tail movement of single stranded DNA breaks. Hep3B cell line was used and around 200,000 cells/well were seeded in six well plates. Adriamycin (1 μM), and Camptothecin (5 μM) were used as positive controls. Trial drug DAAD2 was administered in two different concentrations (5 μM and 10 μM). Photographs were taken after 24, 48 and 72 h. No obvious alkaline comets were seen by applying trial drug DAAD2 on Hep3B cells (Fig. 4a). At 10 μM of DAAD2 drug administration, 24 and 48 h photographs were taken. But DAPI stained cells were not seen after 72 h and therefore photographs were not taken. The rapid growth attenuation was observed at 10 μM DAAD2 drug administration’s on Hep3B cells. Both Adriamycin and Camptothecin showed obvious alkaline comets. The DAAD2 treated cells (after 48 and 72 h) at 5 μM showed neutral comets may be of double stranded DNA breaks. (Fig. 4a)
Class comparison and connectivity Map approach
In order to be able to determine molecular effects of DAAD2 treatment to liver cells, we determined whole-genome transcriptome profiles of DAAD2 treated and untreated (control) Hep3B and SNU 449 cells. Class comparison analyses using microarray data of DAAD2-sensitive Hep3B cell line (Additional file 4: Table S1), and DAAD2-resistant SNU449 cell line (Additional file 5: Table S2) provided the lists of genes differentially expressed as a result of DAAD2 treatments. Using differentially expressed gene results of drug-sensitive Hep3B and drug-resistant SNU 449 cells the connectivity map (cmap) analyses employed to determine the lists of previously characterized drugs that show similar and different gene expression profiles as a result of DAAD2 treatment. The Additional file 6: Figure S3 showed top 20 drugs with similar gene expression changes. Cmap analyses suggests that DAAD2 treatment triggers similar gene expression alterations as vinburnine does , since vinburnine and DAAD-2 treatments caused similar gene expression changes in drug-sensitive Hep3B cells, but highly different gene expression alterations in drug-resistant SNU449 cells (Additional file 7: Figures S2 and Additional file 6: Figures S3). In addition, we recorded more than 5-fold up regulation of TUBA1A gene in Hep3B treated cells, which has significant role in spindle formation at mitotic stage of cell cycle (Additional file 4: Table S1). To validate that DAAD2 may have some significant role to diverge the G2/M phase of cell proliferation, conformational studies were required.
Apoptosis study of Hep3B cells
In recent era, Annexin V/Propidium iodide (PI) protocol is considered to be one of the commonly used approach for identification of apoptotic cells . Annexin V in combination with PI is widely used to determine cell viability, apoptosis, or necrosis through deviations in permeability and integrity of plasma membrane. Due to stable, inexpensive, ability to not enter into the nucleus of live cells and believe to be a good indicator for cell viability than other available nuclear stains, PI is more commonly used. As shown in Fig. 4b, DAAD2 treated Hep3B cells showed high apoptotic mode of cell death at two different concentrations (2 μM & 5 μM).
Caspase dependent apoptotic mode of cell death
Cysteine aspartate proteases commonly known as caspases have very vital role in initiation and execution of apoptotic process inside the cell. Therefore, based on above mentioned cell progression results , we performed Immuno-peroxidase assay on DAAD2 treated cells to determine the role of caspase-3 cleaved. It is reported that after initial activation of acaspase-9, ROS production is inhibited by caspase-3  essentially needed for programmed cell death. As presented in Fig. 4c, low activation of caspase-3 cleaved was observed at 2 μM, while at 5 μM after 48 h of DAAD2 treatment all cells were unstained and mortal; unable us to identify the role and conclude the activation of caspase-3.
Because of weak positive findings of caspase-3 cleaved through Immuno-peroxidase assay; we further evaluated role of caspase-3 cleaved using western blotting technique. Results were also validated through equal loading of calnexin . (Figure 5) Our findings significantly highlight the activation of caspase-3 cleaved (17kda) in DAAD2 treated cells, while no sign of activation of same enzyme were observed in controls (untreated).
In the first part of this study seven new (+)-Dehydroabietylamine derivatives with N-acetyl-α-amino acids at C-18 on ring A were synthesized, purified and characterized. In the second part, cytotoxic effects were recorded in a dose dependent manner for each new derivative. DAAD2 ((+)-Dehydroabietylamine with N-acetyl cysteine in ring A at C-18) was found to be the most potent among all trial drugs of the study; subjected for cytotoxic effects on ten HCCs and one breast cancer cell line. Hep3B cells were the most sensitive with IC50 of 2.00 ± 0.4 μM against DAAD2. Similarly, obvious morphological deviations and significant time dependent changes in sub-G1 (8–9 fold increase) and G2/M phase (2 fold decrease) in Hep3B cells after 48 and 72 h of DAAD2 treatments were recorded.
Whole-genome gene expression microarray data of DAAD2-sensitive and DAAD2-resistant HCC cells revealed that DAAD2 treatment cause similar gene expression alterations in HCC cells as vinburnine does to PC3 cells [Additional file 4: Table S1 and Additional file 5: Table S2]. Unfortunately, there are no comprehensive data on molecular functions of vinburnine to help us understand the molecular effects of DAAD2 on HCC cells. The DAAD2 showed caspase dependent apoptotic mode of cell death. The present outcomes exhibit the structural significance of our trial novel drug, its vital influence and correlation on cytotoxic and anti cancer properties.
N,N-Dimethyl amino pyridine
Dulbecco’s modified eagle medium
Fetal Bovine serum
High performance liquid chromatography
The half maximal growth inhibitory concentration
Nuclear magnetic resonance
Phosphate buffer saline
Roswell Park Memorial Institute medium
Pisani P, Bray F, Parkin DM. Estimates of the world‐wide prevalence of cancer for 25 sites in the adult population. Int J Cancer. 2002;97:72–81.
Sala M, Fuster J, Llovet JM, Navasa M, Solé M, Varela M, Pons F, Rimola A, García‐Valdecasas JC, Brú C. High pathological risk of recurrence after surgical resection for hepatocellular carcinoma: an indication for salvage liver transplantation. Liver Transpl. 2004;10:1294–300.
Bruix J, Sherman M. Management of hepatocellular carcinoma. Hepatology. 2005;42:1208–36.
Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D. Global cancer statistics. CA Cancer J Clin. 2011;61:69–90.
Faloppi L, Scartozzi M, Maccaroni E, Paolo MDP, Berardi R, Del Prete M, Cascinu S. Evolving strategies for the treatment of hepatocellular carcinoma: from clinical-guided to molecularly-taylored therapeutic options. Cancer Treat Rev. 2011;37:169–77.
Jemal A, Murray T, Ward E, Samuels A, Tiwari RC, Ghafoor A, Feuer EJ, Thun MJ. Cancer statistics, 2005. CA Cancer J Clin. 2005;55:10–30.
Bosch FX, Ribes J, Díaz M, Cléries R. Primary liver cancer: worldwide incidence and trends. Gastroenterology. 2004;127:S5–16.
Tanaka Y, Hanada K, Mizokami M, Yeo AE, Shih JW-K, Gojobori T, Alter HJ. A comparison of the molecular clock of hepatitis C virus in the United States and Japan predicts that hepatocellular carcinoma incidence in the United States will increase over the next two decades. Proc Natl Acad Sci. 2002;99:15584–9.
Sanyal AJ, Yoon SK, Lencioni R. The etiology of hepatocellular carcinoma and consequences for treatment. Oncologist. 2010;15:14–22.
Lachenmayer A, Alsinet C, Chang CY, Llovet JM. Molecular approaches to treatment of hepatocellular carcinoma. Dig Liver Dis. 2010;42:S264–72.
Keating G, Santoro A. Sorafenib. Drugs. 2009;69:223–40.
Fronza M, Lamy E, Günther S, Heinzmann B, Laufer S, Merfort I. Abietane diterpenes induce cytotoxic effects in human pancreatic cancer cell line MIA PaCa-2 through different modes of action. Phytochemistry. 2012;78:107–19.
Rao X, Song Z, He L. Synthesis and antitumor activity of novel α‐aminophosphonates from diterpenic dehydroabietylamine. Heteroat Chem. 2008;19:512–6.
Mellanen P, Petänen T, Lehtimäki J, Mäkelä S, Bylund G, Holmbom B, Mannila E, Oikari A, Santti R. Wood-derived estrogens: studies in vitro with breast cancer cell lines andin vivoin trout. Toxicol Appl Pharmacol. 1996;136:381–8.
Chen Y, Lin Z-X, Zhou A-M. Synthesis and antitumour activities of a novel class of dehydroabietylamine derivatives. Nat Prod Res. 2012;26:2188–95.
Hanson JR. Diterpenoids. Nat Prod Rep. 2006;23:875–85.
Hanson JR. Diterpenoids. Nat Prod Rep. 2004;21:312–20.
Perry N, Foster L. Antitumour lignans and cytotoxic resin acids from a New Zealand gymnosperm, Libocedrus plumosa. Phytomedicine. 1994;1:233–7.
Muhammad Aslam A. Isolation and purification of resin acids and synthesis of their derivatives of potential biological activity. Karachi: University of Karachi; 2012.
Kirihara M, Kawasaki M, Takuwa T, Kakuda H, Wakikawa T, Takeuchi Y, Kirk KL. Efficient synthesis of (R)-and (S)-1-amino-2, 2-difluorocyclopropanecarboxylic acid via lipase-catalyzed desymmetrization of prochiral precursors. Tetrahedron Asymmetry. 2003;14:1753–61.
Vichai V, Kirtikara K. Sulforhodamine B colorimetric assay for cytotoxicity screening. Nat Protoc. 2006;1:1112–6.
Skehan P, Storeng R, Scudiero D, Monks A, McMahon J, Vistica D, Warren JT, Bokesch H, Kenney S, Boyd MR. New colorimetric cytotoxicity assay for anticancer-drug screening. J Natl Cancer Inst. 1990;82:1107–12.
Olive PL, Durand RE, Le Riche J, Olivotto IA, Jackson SM. Gel electrophoresis of individual cells to quantify hypoxic fraction in human breast cancers. Cancer Res. 1993;53:733–6.
Schutte B, Nuydens R, Geerts H, Ramaekers F. Annexin V binding assay as a tool to measure apoptosis in differentiated neuronal cells. J Neurosci Methods. 1998;86:63–9.
Yildiz G, Arslan-Ergul A, Bagislar S, Konu O, Yuzugullu H, Gursoy-Yuzugullu O, Ozturk N, et al. Genome-wide transcriptional reorganization associated with senescence-to-immortality switch during human hepatocellular carcinogenesis. PLoS One. 2013;8(5):e64016.
Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci. 2005;102(43):15545–50.
Lamb J, Crawford ED, Peck D, Modell JW, Blat IC, Wrobel MJ, Lerner J, Brunet JP, Subramanian A, Ross KN. The connectivity Map: using gene-expression signatures to connect small molecules, genes, and disease. Science. 2006;313:1929–35.
Brentnall M, Rodriguez-Menocal L, De Guevara RL, Cepero E, Boise LH. Caspase-9, caspase-3 and caspase-7 have distinct roles during intrinsic apoptosis. BMC Cell Biol. 2013;14:32.
Johnson BW, Boise LH. Bcl-2 and caspase inhibition cooperate to inhibit tumor necrosis factor-α-induced cell death in a Bcl-2 cleavage-independent fashion. J Biol Chem. 1999;274:18552–8.
Fandy TE, Inas A, Maan K, DA Colby, Hassan HE. In vitro characterization of transport and metabolism of the alkaloids: vincamine, vinpocetine and eburnamonine. Cancer Chemother Pharmacol. 2016;77(2):259-67.
Wang H, Zhang Z, Huang J, Zhang P, Xiong N, Wang T. The contribution of Cdc2 in rotenone-induced G2/M arrest and caspase-3-dependent apoptosis. J Mol Neurosci. 2014;53:31–40.
The corresponding author of this manuscript is thankful for financial assistance provided by TUBITAK, Turkey. One of the authors (Ali FI) is thankful to Higher Education Commission of Pakistan. One of the authors (Ozen C) was supported by Turkish Academy of Sciences (TÜBA) with DSAP.
The corresponding author received 1 year research fellowship grant from TUBITAK, Turkey. One of the authors (Ali FI) received a grant from Higher Education Commission of Pakistan. One of the authors (Ozen C) was supported by Turkish Academy of Sciences (TÜBA) with DSAP.
Availability of data and material
The datasets generated and/or analysed during the current study are available at NCBI’s Gene Expression Omnibus and are accessible through GEO Series accession number GSE88812 (http://www.ncbi.nlm.nih.gov/geo/info/linking.html).
NHN overall supervised the project. MO supervised molecular and genetic studies. FIA supervised chemical part of work. MAM and CO carried out the molecular genetic studies. AA, IAH, MAM and SM carried out chemical part. JAB and IBS participated in the sequence alignment. GY analyzed microarray data. MO, FIA and MAM participated in the design of the study and conceived of the study, and participated in its design and coordination and helped to finalize the manuscript. All authors read and approved the final manuscript. All authors participated in the sequence alignment/drafted the manuscript.
The authors declare that they have no competing interests.
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Suppl. data Chemistry. Original spectra. Original spectra of ESI-MS, FTIR, 1H-NMR, 1D & 2D, 13C-NMR, COSY, HMBC, HSQC and NOESY spectroscopy of compounds 1–7. (PDF 5506 kb)
Characterization and Synthesis. Spectroscopic data. Characterization of compounds through spectral data. (PDF 366 kb)
Figure S1. Inhibition Curves against DAAD-2. Inhibition curves (ranging from 0.313 to 10 μM concentration) of Hep3B, Hep3B-TR, PLC and MCF7 cell lines against DAAD-2. (PDF 144 kb)
Table S1. Microarray data of DAAD2-sensitive Hep3B cell line. Class comparison analyses using microarray data of DAAD2-sensitive Hep3B cell line provided the lists of genes differentially expressed as a result of DAAD2 treatments. (XLS 229 kb)
Table S2. Microarray data of DAAD2-resistance SNU449 cell line. Class comparison analyses using microarray data of DAAD2-resistant SNU449 cell line provided the lists of genes differentially expressed as a result of DAAD2 treatments. (XLS 446 kb)
Figure S3. Connectivity map of DAAD2 treated SNU449 cells. DAAD-2 treatments caused highly different gene expression alterations in drug-resistant SNU449 cells. (PDF 242 kb)
Figure S2. Connectivity map of DAAD2 treated Hep3B cells. DAAD-2 treatments caused gene expression changes in drug-sensitive Hep3B cells similar to other drug molecules. (PDF 163 kb)
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Mustufa, M.A., Ozen, C., Hashmi, I.A. et al. Synthesis and bio-molecular study of (+)-N-Acetyl-α-amino acid dehydroabietylamine derivative for the selective therapy of hepatocellular carcinoma. BMC Cancer 16, 883 (2016). https://doi.org/10.1186/s12885-016-2942-5
- Dehydroabietylamine derivatives
- Hepatocellular carcinoma
- Connectivity map