Abstract
Objective:
This study aimed to assess the combined impact of linagliptin and ciprofloxacin on inhibiting cervical cancer cell line proliferation and their ability to target heat shock protein 60.
Methods:
The anticancer properties of the linagliptin-ciprofloxacin combination were assessed employing the HeLa cervical cancer cell line, with incubation periods of 24 and 72 hours. The human fibroblast cell line (HFF) was utilized to evaluate the mixture’s safety. The concentrations of linagliptin, ciprofloxacin, and their combination varied between 0.1 and 1000 µg/ml. combination index value was estimated to assess the potential synergistic impact of linagliptin and ciprofloxacin. The study also employs computational molecular docking simulations to evaluate the affinity of linagliptin and ciprofloxacin for binding to heat shock protein 60.
Results:
The study’s findings demonstrated that the combination of linagliptin and ciprofloxacin markedly inhibited the proliferation of cervical cancer cells. The inhibitory effect depended on the concentration of the mixture and the incubation duration. It concurrently exhibits a diminished impact on the viability of the HFF cell line. The combination index study indicates that the interaction between linagliptin and ciprofloxacin shows a synergistic effect across all concentrations, particularly after 24 hours of incubation. The computational molecular docking simulation demonstrated that linagliptin and ciprofloxacin can bind with Hsp 60. The docking scores for linagliptin and ciprofloxacin were recorded at -7.6 kcal/mol and -8.1 kcal/mol, respectively.
Conclusion:
Our study findings from the MTT assay, combination index, and computational docking simulations indicate that the combination of linagliptin and ciprofloxacin presents a promising option for treating cervical cancer, considering their defined adverse effects and pharmacokinetic profiles.
Key Words: Linagliptin, ciprofloxacin, cervical cancer, Hela cell line, combination index, heat shock protein 60
Introduction
Each year, approximately 500,000 women are diagnosed with cervical cancer, resulting in more than 300,000 deaths worldwide. Approximately 90% of cervical cancer cases occur in low- and middle-income nations. Structured screening initiatives have led to an approximate 50% reduction in the incidence and death rates of cervical cancer in high-income countries during the last three decades. The severity of the illness affects treatment options upon diagnosis and the accessibility of local resources. A radical hysterectomy, chemotherapy, or a combination of both may be required [1]. Multiple randomized clinical investigations demonstrated Women with a diagnosis of invasive cervical cancer who are eligible for radiation therapy should opt for concurrent cisplatin-based chemoradiotherapy rather than radiotherapy alone [2-7], A review of 18 research trials across 11 countries demonstrates that combination chemoradiation has a favorable impact on prognosis. The research showed a 12% enhancement in overall survival rates and advancements in managing local and distant disease progression [8-12].
Chemoradiotherapy is considered a primary treatment for cervical cancer; however, the adverse effects linked to chemotherapy highlight the need for safer alternatives. Multiple trials have been undertaken to identify an effective treatment for cervical cancer by repurposing a medication initially designed for another therapeutic use [13-16]. Linagliptin and ciprofloxacin are two drugs that may possess anticancer properties. Several studies have been performed on this topic.
The diabetic drug linagliptin exhibits its ability to inhibit the survival, growth, and movement of Glioblastoma multiforme cancer cells. This impact is achieved via a mechanism that regulates the levels of phosphorylated NF-kB, proteins that govern the cell cycle, and proteins involved in cell adhesion [17, 18]. Linagliptin showed the capacity to reduce the viability of osteosarcoma cancer cells by a hypothesized mechanism involving the activation of the apoptotic pathway [19]. A separate study indicated that linagliptin effectively inhibits the proliferation of cervical cancer cells in a time-dependent manner, operating through a mechanism that involves targeting human Hsp 90 [20].
Noteworthy ciprofloxacin at a dose rather than an antibacterial dose shows the capability to lower the duplication of particular cancer cells, such as (colorectal, bladder and prostate) neoplasm, via operating the (pro-apoptotic) mechanism [20-22]. Ciprofloxacin has been studied on various cell lines in vitro, suggesting its potential application for cancer patients through a mechanism involving the induction of apoptosis, the cell cycle’s arrest, and the disruption of mitochondrial membrane potential [23] .
Recent studies demonstrate that heat shock proteins (HSPs) are frequently overexpressed in various cancer types [24-26] . Recent studies demonstrate that heat shock proteins (HSPs) are crucial in tumor cell proliferation, invasion, differentiation, metastasis, and apoptosis. The main finding is that these proteins resulted in the overexpression of multiple tumors [27]. Androgen receptors play a significant role in the carcinogenesis and progression of prostate cancer. HSP27 influences the androgen receptor’s stability, nuclear translocation, and transcriptional activity [28, 29]. Moreover, Hsp27 is crucial for the epithelial-to-mesenchymal transition induced by the epidermal growth factor through regulating the β-catenin/Slug signalling pathway [30]. HSP70 and HSP90 interact with WASF3, a protein associated with the invasion and metastasis of prostate cancer [31].
Hsp 60 plays a crucial role in cancer development. It is vital in transporting and folding mitochondrial proteins and is associated with various cancer types [32]. Numerous studies indicate that HSP60 plays a role in apoptosis by promoting the activation of pro-caspase-3 through various caspases, such as caspase-6. HSP60, located in the cytosol, prevents the translocation of the pro-apoptotic protein Bax into mitochondria, thereby promoting cell survival [33].
The prognostic association of HSP60 with cervical cancer has recently emerged as a crucial area of investigation. The studies conducted assessed the prognostic relevance of HSP60 in cervical cancer through the application of 2-dimensional Electrophoresis (2-DE), semi-quantitative reverse transcriptase polymerase chain reaction (RT-PCR), and Western Blot (WB) analyses. The findings indicate that HSP60 is essential in the progression of cervical cancer [34]. Data from patients with advanced prostate cancer revealed a significant correlation between HSP60 expression and tumor progression. The expression of HSP 60 shows a substantial correlation with androgen independence in cases of locally advanced prostate cancer. The extent and range of HSP60 immunoreactivity functioned as indicators for biochemical recurrence in prostate cancer patients. This study indicated that patients exhibiting intense HSP60 staining in biopsy samples had shorter recurrence-free survival than those with weak HSP60 expression. An analysis of patients with prostate cancer demonstrated that HSP60 expression is elevated in prostate cancer tissues relative to normal prostatic tissue [35-38].
Integrating existing medications for non-cancer therapeutic applications offers a promising strategy for developing effective cancer treatments that minimize adverse effects and combat resistance in cancer cells. Numerous studies have explored this subject, with one showing that the pairing of amygdalin and esomeprazole successfully eliminates cervical cancer cells. The success of this combination relied on the medication’s concentration and the incubation period [39, 40]. Another study demonstrated that the combination of laetrile and vinblastine significantly reduced the growth of esophageal cancer, exhibiting a synergistic pattern between the components of the mixture [41-43]. At the same time, another study suggested that combining ciprofloxacin and laetrile effectively hinders the growth of esophageal cancer cells [44]. Many studies have investigated this issue; however, they have limitations in illustrating the anticancer properties of the linagliptin–ciprofloxacin combination and their capacity to target Hsp60 in cancer cells. This study investigates the inhibitory effects of the linagliptin–ciprofloxacin combination on the proliferation of cervical cancer cells and evaluates their targeting of Hsp60.
Materials and Methods
Study medications
The Samarra Pharmaceutical Factory provided linagliptin and ciprofloxacin as raw materials. The medications were diluted with RPMI medium to achieve concentrations ranging from 0.1 µg/ml to 1000 µg/ml.
Study cell lines
The HeLa cell line, derived from a malignant cervical carcinoma, and the HFF cell line, originating from human fibroblasts, were initially established at the tissue culture section of ICCMGR. The cells were cultured in 75 cm2 tissue culture flasks under controlled conditions, maintaining a relative humidity of 37°C and 5% CO2. The cells were incubated in RPMI-1640 medium (Sigma Chemicals, England) containing 10% fetal bovine serum (FBS) and 100 U/mL of penicillin-streptomycin (100 μg/mL streptomycin) [39, 45].
Cytotoxic study
Linagliptin, ciprofloxacin, and a combination were utilized to assess their efficacy in inhibiting cervical cancer cells cultured in a 96-well microtiter plate. The increase in cancer cell proliferation was consistent and gradual throughout the logarithmic growth phase. The toxicity of the evaluated medications was examined over two distinct incubation periods: 24 hours and 72 hours [46].
Each well contains 10,000 cells. Seeding requires a medium containing 10% fetal bovine serum. The plates underwent 24 hours of incubation at 37°C to facilitate cell attachment. Serial dilutions were performed using a serum-free RPMI medium. Linagliptin, ciprofloxacin, and their combination were diluted in RPMI medium devoid of calf serum. A series of dilutions for each medication was prepared, ranging from 0.1 to 1,000 µg/ml [44, 47].
After 24 hours of cancer cell proliferation, each treatment concentration was assigned to six wells, each receiving 200 µl of RPMI media containing the medication. Control wells received 200 microlitres of maintenance media, with exposure durations varying between 24 and 72 hours. The plates were reinserted into the incubator after being securely affixed with a self-adhesive material. The cells were subsequently treated with MTT dye.
A microtiter plate reader (ELISA reader) was utilized to assess the optical density of each well at a transmission wavelength of 550 nm.[48, 49] .
A mathematical equation utilized to determine the growth inhibition rate is: [49]
Drug combinations assessment
A study was conducted to investigate the integration of mixture components. The evaluation involved generating concentration-effect curves, which plotted the proportion of cells showing reduced growth against drug concentration after 24 and 72 hours of treatment. The interaction of medications was assessed for synergy, additive effects, and antagonism using Compusyn software (Biosoft, Ferguson, MO, USA), which calculated the combination index and dose reduction index values.
CI values less than 1 indicate synergy, values greater than 1 signify additivity, and values above 1 represent antagonism. The dose reduction index (DRI) quantifies the extent to which the concentration of individual components in a mixture can be lowered while preserving equivalent efficacy compared to each separate medication. A DRI exceeding 1 indicates a favourable concentration reduction, while a DRI below 1 signifies an unfavorable dosage decrease [50, 51].
Molecular docking
Linagliptin and ciprofloxacin’s chemical structures were depicted using ChemDraw software (Cambridge Soft, USA) and subsequently refined with the Chem3D version. The molecular structure of Hsp 60 chaperonins (Heat Shock Protein 60) was sourced from the Protein Data Bank (PDB code: 4pj1) .
Protein structures were optimized and modified using AutoDock Tools. The ligands’ optimal conformation was determined using AutoDock Tools, which generated a PDBQT file.
After optimization, the structures of the ligands linagliptin and ciprofloxacin, along with the human Hsp 60 chaperone protein, were input into AutoDock-Tools. The docking procedure was subsequently executed utilizing the same program. The docking energy scores and binding interactions were analyzed using PLIP and BIOVIA Discovery Studio [52, 53].
Ethical approval
The scope of this study does not include human subjects.
Statistical Analysis
The MTT test results are the mean ± standard deviation (SD) from six replicates. A one-way analysis of variance (ANOVA) was utilized. The LSD test was employed to analyze the differences among various groups. The study used statistical software version 20, setting a significance threshold at p < 0.05 [54].
Results
Cell line cytotoxicity assay
Linagliptin cytotoxicity
The cytotoxic effect of linagliptin on cervical cancer cell proliferation revealed its capacity to inhibit cancer cell growth in a concentration-dependent manner, as evidenced by significant variations across all linagliptin concentrations during each incubation period. The cytotoxicity pattern was contingent upon the incubation duration, evidenced by a notable variation in growth inhibition between the two incubation periods across all concentrations. Furthermore, this effect was elucidated by the reduction in the IC50 level during the 72-hour incubation period compared to the 24-hour incubation period: Table 1 and Figure 1.
Table 1.
The Impact of Linagliptin on Cervical Cancer Cell Survival atA 24 and 72 hours.
| Concentration (µg/ml) | Inhibition of cellular proliferation (mean ± SE a) | P- value | |
|---|---|---|---|
| 24 hr. | 72 hr. | ||
| 0.1 | D 4.00±3.000 | C 16.00±4.000 | 0.014* |
| 1 | CD 6.00±1.000 | B 27.00±3.000 | 0.0001* |
| 10 | C 14.00±2.000 | B 31.00±1.000 | 0.0001* |
| 100 | B 24.00±4.000 | AB 36.00±2.000 | 0.010* |
| 1000 | A 32.00±2.000 | A 43.00±3.000 | 0.006* |
| b LSD value | 9.48 | 10.16 | |
| IC50 | 1767.4 µg/ml | 1362.7 µg/ml | |
a, standard error; b, least significant difference; statistically significant differences are shown by variations in capital letters within the same column; *, significant at (P<0.05)
Figure 1.
The Impact of Linagliptin on Cervical Cancer Viability at 24 and 72 hours
Ciprofloxacin cytotoxicity
The cytotoxic effect of ciprofloxacin on cervical cancer proliferation demonstrates its ability to inhibit cancer growth in a concentration-dependent manner, as indicated by significant variations across all ciprofloxacin concentrations during each incubation period. The cytotoxicity pattern depended on the incubation duration, as demonstrated by substantial differences in growth inhibition between the two incubation periods at all concentrations. This effect was shown by the decrease in the IC50 level during the 72-hour incubation period relative to the 24-hour incubation period: Table 2, Figure 2.
Table 2.
The impact of Ciprofloxacin on Cervical Cancer Viability at 24 and 72 hours
| Concentration (µg/ml) | Inhibition of cellular proliferation (mean ± SE a) | P- value | |
|---|---|---|---|
| 24 hr. | 72 hr. | ||
| 0.1 | C 0.00±.000 | D 4.00±2.000 | 0.026* |
| 1 | BC 2.00±1.000 | D 11.00±3.000 | 0.008* |
| 10 | B 8.00±2.000 | C 31.00±1.000 | 0.0001* |
| 100 | A 29.00±3.000 | B 43.00±3.000 | 0.005* |
| 1000 | A 37.00±2.000 | A 56.00±1.000 | 0.0001* |
| b LSD value | 6.9 | 7.98 | |
| IC 50 | 1370.4 µg/ml | 786.8 µg/ml | |
a, standard error; b, least significant difference; statistically significant differences are shown by variations in capital letters within the same column; *, significant at (P<0.05)
Figure 2.
The Impact of Ciprofloxacin on Cervical Cancer Viability at 24 and 72 hours
(Linagliptin -ciprofloxacin) combination cytotoxicity
The cytotoxic effect of the linagliptin-ciprofloxacin combination on cervical cancer proliferation illustrates its capacity to inhibit cancer growth in a concentration-dependent manner, evidenced by significant variations across all mixture concentrations during each incubation period. The incubation duration influenced the cytotoxicity pattern, evidenced by substantial differences in growth inhibition across most mixture concentrations, particularly at 10.100 and 1000 µg/ml between the two incubation periods. This effect was demonstrated by the decrease in the IC50 level during the 72-hour incubation period relative to the 24-hour incubation period. (Table 3) (Figure 3).
Table 3.
The Influence of Linagliptin -Ciprofloxacin Combination on the Viability of HeLa Cancer Cells at 24 and 72 hours
| Concentration (µg/ml) | Inhibition of cellular proliferation (mean ± SE a) | P- value | |
|---|---|---|---|
| 24 hr. | 72 hr. | ||
| 0.1 | D 7.00±2.000 | D 14.00±4.000 | 0.053 |
| 1 | C 19.00±2.000 | CD 23.00±3.000 | 0.127 |
| 10 | C 21.00±1.000 | C 29.00±4.000 | 0.028* |
| 100 | B 34.00±4.000 | B 44.00±4.000 | 0.038* |
| 1000 | A 47.00±3.000 | A 62.00±2.000 | 0.002* |
| b LSD value | 9.48 | 12.7 | |
| IC 50 | 1060.4 µg/ml | 640.6 µg/ml | |
a, standard error; b, least significant difference; statistically significant differences are shown by variations in capital letters within the same column; *, significant at (P<0.05)
Figure 3.
The Influence of Linagliptin -Ciprofloxacin Combination on the Viability of HeLa Cancer Cells at 24 and 72 hours
Additionally, the mixture’s cytotoxicity towards the human fibroblast cell line was employed to assess the mixture toxicity on normal cells that may result from products that potentially result from pharmaceutical interaction between mixture constituents. The result demonstrated that the impact of the mixture was significantly greater on the HeLa cell line than the HFF cell line at both 24 and 72 hours of incubation (Tables 4, 5 and 6) (Figures 4, 5 and 6).
Table 4.
The Influence of Linagliptin -Ciprofloxacin Combination on the Viability of HFF Cell Line at 24 and 72 hours
| Concentration (µg/ml) | Inhibition of cellular proliferation (mean ± SE a) | P- value | |
|---|---|---|---|
| 24 hr. | 72 hr. | ||
| 0.1 | B 0.00±.000 | C 0.00±.000 | N.S |
| 1 | B 0.00±.000 | C 2.00±1.000 | 0.026 |
| 10 | A 1.00±1.000 | BC 5.00±2.000 | 0.036 |
| 100 | A 4.00±2.000 | AB 10.00±2.000 | 0.021 |
| 1000 | A 7.00±3.000 | A 15.00±2.000 | 0.018 |
| b LSD value | 6.08 | 5.86 | |
| IC 50 | 7900.1 µg/ml | 3949 µg/ml | |
a, standard error; b, least significant difference; statistically significant differences are shown by variations in capital letters within the same column; *, significant at (P<0.05)
Table 5.
Comparison of the 24-hour Growth Inhibition of Linagliptin -Ciprofloxacin Combination between Hela and HFF Cell Lines
| Concentration (µg/ml) | Inhibition of cellular proliferation (mean ± SE a) | P- value | |
|---|---|---|---|
| Hela | HDF | ||
| 0.1 | 7.00±2.000 | 0.00±.000 | 0.004* |
| 1 | 19.00±2.000 | 0.00±.000 | 0.0001* |
| 10 | 21.00±1.000 | 1.00±1.000 | 0.0001* |
| 100 | 34.00±4.000 | 4.00±2.000 | 0.0001* |
| 1000 | 47.00±3.000 | 7.00±3.000 | 0.0001* |
| b LSD value | 9.48 | 6.08 | |
| IC 50 | 1060.4 µg/ml | 7900.1 µg/ml | |
a, standard error; b, least significant difference; statistically significant differences are shown by variations in capital letters within the same column; *, significant at (P<0.05)
Table 6.
Comparison of the 72-hour Growth Inhibition of Linagliptin -Ciprofloxacin Combination between Hela and HFF Cell Lines
| Concentration (µg/ml) | Inhibition of cellular proliferation (mean ± SE a) | P- value | |
|---|---|---|---|
| Hela | HFF | ||
| 0.1 | 14.00±4.000 | 0.00±.000 | 0.004* |
| 1 | 23.00±3.000 | 2.00±1.000 | 0.0001* |
| 10 | 29.00±4.000 | 5.00±2.000 | 0.0001* |
| 100 | 44.00±4.000 | 10.00±2.000 | 0.0001* |
| 1000 | 62.00±2.000 | 15.00±2.000 | 0.0001* |
| b LSD value | 12.7 | 5.86 | |
| IC 50 | 640.6 µg/ml | 3949 µg/ml | |
a, standard error; b, least significant difference; statistically significant differences are shown by variations in capital letters within the same column; *, significant at (P<0.05)
Figure 4.
The Influence of Linagliptin -Ciprofloxacin Combination on the Viability of HFF Cell Line at 24 and 72 hours
Figure 5.
Comparison of the 24-hour Growth Inhibition of Linagliptin -Ciprofloxacin Combination between Hela and HFF Cell Lines.
Figure 6.
Comparison of the 72-hour Growth Inhibition of Linagliptin -Ciprofloxacin Combination between Hela and HFF Cell Lines
The comparison of mixture cytotoxicity versus its constituents demonstrated mixture cytotoxicity exceeds that of their component’s cytotoxicity, especially after 24 hours of incubation. (Supplementary Tables 1 and 2) (Supplementary Figures 1 and 2) .
Studying drug combinations
The subsequent results present the probe into the drug combinations of linagliptin and ciprofloxacin. Following a 24-hour incubation, the combination of linagliptin and ciprofloxacin at concentrations of 0.1 and 1 µg/ml exhibited very strong synergistic anticancer effects. A concentration of 10 and 100 µg/ml exhibited strong synergism, while 1,000 µg/ml displayed a slight synergistic pattern over the 24 hours. At a 72-hour incubation period, results indicated that 0.1 and 1 µg/ml concentrations exhibited strong synergistic anticancer effects. A 10 µg/ml concentration exhibited synergism, while 100 and 1,000 µg/ml concentrations displayed a moderate synergistic pattern.
The dose reduction index findings indicated that the concentrations of the mixture ingredients required to induce cytotoxicity decreased at all time intervals (24 and 72 hours of incubation) for all concentrations of linagliptin and ciprofloxacin, suggesting a favorable reduction in the effective concentration of the mixture components. Supplementary Tables (3 and 4) Supplementary Figures (3 and 4).
Molecular docking studies
Molecular docking modeling investigated the interaction between each linagliptin and ciprofloxacin with human Hsp 60 (PDB code: 4pj1) as a basis. The study utilized AutoDock tools version 1.5.7 and BIOVIA Discovery Studio [55].
Our molecular docking studies results demonstrated that the molecular docking score of binding linagliptin with Hsp 60 was (-7.6) kcal/mol. Molecular docking analysis was presented. Three carbon-hydrogen bonds formed with the GLY A:154 amino acid residues at 3.68 Å distance, LYS A:492 amino acid residues at 3.68 Å distance, and ASP A:480 amino acid residues at 2.28 Å distance. Five Pi-alkyl bound tow bonds formed with the PRO A:33 amino acid residues at a 4.43 Å and 3.99 Å distance, tow bonds formed with ILE A:150 amino acid residues at a 5.31 Å and 5.10 Å distance, and MET A:482 amino acid residues at a 5.03 Å distance. Tow alkyl bond formed with the ILE A:150 amino acid residues at 4.86 Å and 3.97 Å distances. One pi-cation bond formed with the LYS A:156 amino acid residues at 4.83 Å distances. And finally, one pi-sigma bond formed with the ILE A:494 amino acid residues at 3.801 Å distances (Supplementary Figure 5).
Furthermore, molecular docking study data of ciprofloxacin with Hsp 60 revealed a total docking score of (-8.1) kcal/mol. Molecular docking analysis was presented. Three conventional hydrogen-bound with each GLY A: 416, ALA A: 481, and UNK amino acid residue at 2.76 Å, 2.44 Å, and 1.86 Å of distance subsequently. .one carbon-hydrogen bound with ASP A:480 amino acid residue at 3.46 Å distances.
Tow halogen (fluorine) bonds with ASP A:480 amino acid residues at 3.33 Å and 3.18 Å distances. Tow alkyl bonds with PRO A:33 and ILE A:150 amino acid residues at 3.91 Å and 4.72 Å distances. Finally, six pi-alkyl bonds with two PRO A: 33, two ILE A: 150 and two ILE A: 494 amino acid residues at 3.72 Å, 4.52 Å, 4.96 Å, 5.11 Å, 4.46 Å and 4.67 Å distances subsequently (Supplementary Figure 6).
For comparison purposes, molecular docking study data of mizoribine (Hsp 60 inhibitor) [56, 57]. Revealed a total docking score of ( -7.6) kcal/mol. It formed six Conventional hydrogen bonds with the LYS A:51, GLY A: 53, THR A:89, SER A:151, UNK A:28 and ASP A:496 amino acid residues at 3.01 Å, 2.01 Å, and 2.06 Å, 2.19 Å, 2.67 Å and 2.19 Å of distance, respectively. Two carbon-hydrogen bonds with ASP A:87 and ASP A:399 amino acid residues at 3.47 Å and 3.46 Å of distance, respectively. Finally, one pi-sulfur bond with MET A:31 amino acid residues at 5.67 Å of distance (Supplementary Figure 7, 8).
Discussion
The study assessed the paired anticancer efficacy of linagliptin and ciprofloxacin on cervical cancer cell survival and investigated the mixture’s aptitude to target the Hsp60 chaperone protein. The study results demonstrated that the linagliptin-ciprofloxacin combination effectively inhibits the proliferation of cervical cancer cells in a concentration- and time-dependent manner, exhibiting both cell cycle-specific and cell cycle-nonspecific impacts. The combination index results showed the mixture exhibited synergistic behavior at all concentrations, especially after 24 hours of incubation. The dosage reduction index demonstrated a favorable decrease in the effective cytotoxic concentration of the mixture’s elements compared to the effective cytotoxic concentration of each ingredient, indicating improved safety and reduced adverse effects.
The chemical docking assessment revealed that each component of the mixture can bind to Hsp60 with differing affinities and binding sites, providing insights into the mixture’s anticancer mechanism and synergistic interactions among the mixture’s components. The cytotoxicity findings of the mixture on the viability of the HFF cell line suggest that the mixture specifically targets cancer cells, as both cancerous and healthy cells express Hsp60. This fact clarifies the selective toxicity of the mixture toward cancer cells. Furthermore, the results of the mixture cytotoxicity on the HFF cell line indicate no pharmaceutical interaction between the mixture components.
The findings related to the combination index and the targeting of Hsp 60 indicate a synergistic interaction among the mixture’s components, and further evidence supports this synergistic mechanism. Each ingredient has a distinct anticancer mechanism; collectively, they act in a complementary mechanism.
Several studies were conducted on the same issue as our study’s finding of linagliptin cytotoxicity. Linagliptin demonstrated a significant capacity to reduce the viability of Saos-2 cells, a human bone cancer cell line, and hFOB1.19 cells, a human fetal bone cell line [19]. Linagliptin has been shown to inhibit Glioblastoma cancer cells’ survival, growth, and invasion [58], Linagliptin has been shown to inhibit the survival, growth, and invasion of Glioblastoma cancer cells [59]. The pattern of growth inhibition was primarily influenced by the incubation duration, indicating a greater dependence on time than concentration. This finding suggests that linagliptin’s anticancer properties are linked to its effects on specific cell cycle stages.
Numerous studies have shown various anticancer mechanisms of linagliptin. Linagliptin has been shown to induce cell cycle arrest in the G2/M phase at low doses and both the G2/M and S phases at high concentrations. [59]Another proposed mechanism is that linagliptin strongly interacts with Cyclin-Dependent Kinase 1 (CDK1), an essential protein in cell cycle control. CDK1 phosphorylates many substrate proteins, including histones H1, laminin, and Rbis. Furthermore, Linagliptin demonstrates a significant inhibitory effect on cell proliferation and tumor growth through the selective targeting of Aurora kinase B and CDK1, resulting in diminished phosphorylation of Rb and a reduction in Bcl 2 production. Pro-caspase 3 is a protein [59]. Also, Linagliptin demonstrated the ability to target Aurora kinase B selectively. This kinase is a conserved serine-threonine protein kinase within the Aurora family, essential for regulating cell division [60], Increased expression of Aurora kinase B has been observed in pleomorphic gliomas, malignant mesothelioma, and hematological malignancies. This gene shows notable overexpression in colorectal, liver, and breast cancers [61]
In contrast, several studies were performed to assess ciprofloxacin’s anticancer properties. One demonstrated that ciprofloxacin significantly inhibits the growth of transitional cell carcinoma cells [62]. Conversely, additional study indicates that Fluoroquinolone antibiotics induce cell death in breast cancer cells, contingent upon the dosage and duration of treatment. Cell death occurs via multiple mechanisms, such as apoptosis induction, elevated expression of p53, Bax, and Bcl-2 proteins, changes in cell cycle distribution and DNA fragmentation, mitochondrial function disruption through the Bax/Bcl-2 pathway, S-phase cell cycle arrest, and topoisomerase II inhibition. Furthermore, evidence indicates oligonucleosomal DNA fragmentation alongside an elevation in p53 expression [63, 16]. Another study indicates that ciprofloxacin can inhibit the proliferation of hepatocellular carcinoma cell lines by inducing DNA breaks and inhibiting topoisomerases. Ciprofloxacin exhibits a synergistic effect when administered in conjunction with cisplatin [64]
In addition to all these anticancer mechanisms of each linagliptin and ciprofloxacin, the present study suggested a novel anticancer mechanism of each linagliptin and ciprofloxacin, represented by their ability to target Hsp 60.
The present study focuses on heat shock protein 60 (Hsp 60) due to its essential role in the transport and folding of mitochondrial proteins and its reported association with various cancer types [32] .HSP60 plays a pro-apoptotic role by promoting the activation pro-caspase-3 through various caspases, such as caspase-6. HSP60, located in the cytosol, inhibits the translocation of the pro-apoptotic protein Bax into mitochondria, thereby promoting cell survival [33].
Recently, the prognostic association of HSP60 with cervical cancer has emerged as a significant area of investigation. The predictive value of HSP60 in cervical cancer was assessed through 2-dimensional Electrophoresis (2-DE), semi-quantitative reverse transcriptase polymerase chain reaction (RT-PCR), and Western Blot (WB) analyses in these studies. The findings strongly indicate that HSP60 is integral to the progression of cervical cancer [34].Data from patients with advanced prostate cancer revealed a significant correlation between HSP60 expression and tumor progression. The expression of HSP 60 has been shown to have a strong correlation with androgen independence in cases of locally advanced prostate cancer. The intensity and extent of HSP60 immunoreactivity predicted biochemical recurrence in prostate cancer patients. This study found that patients exhibiting intense HSP60 staining in biopsy samples had shorter recurrence-free survival than those with weak HSP60 expression. A study conducted on patients with prostate cancer indicated that HSP60 expression is elevated in prostate cancer tissues relative to normal prostatic tissue [35-37].
Based on the factors above, Hsp 60 has been selected due to its significant role in cancer. Our molecular docking study results demonstrate that each drug in the mixture exhibits different levels of binding affinity with Hsp60. The molecular docking study results indicate that ciprofloxacin demonstrates a more antiproliferative effect than linagliptin, which may result in a higher molecular docking score for ciprofloxacin. Molecular docking studies demonstrate the synergistic effect of ciprofloxacin and linagliptin, as each drug interacts with the Hsp 60 protein at distinct sites, resulting in a complementary and synergistic effect when administered together.
Abnormality in the expression level of Hsp 60 has been detected in different diseases, including inflammatory diseases and various cancers. Therefore, there is a strong interest in investigating molecules that can modulate Hsp60. Most of the reported inhibitors were discovered through multiple chemoproteomics strategies. Such as mizoribine, Epolactaene, myrtucommulone, stephacidin B, and avrainvillamide. The potential applications of these inhibitors include anti-cancer, anti-inflammatory diseases, and anti-autoimmune diseases [65, 66].
The study’s limitation was the absence of restrictions on drug concentration ranges. A wide range of concentrations was utilized to determine the optimal effective concentration for linagliptin and ciprofloxacin.
In conclusion, our study’s findings indicate that the combination of linagliptin and ciprofloxacin effectively inhibits the proliferation of cervical cancer cells. Inhibition patterns are exhibited through both cell cycle-specific and cell cycle-nonspecific mechanisms. The findings demonstrate that the combination of these medications shows synergistic cytotoxicity, as assessed by the combination index value.
Computational docking simulations indicated that linagliptin and ciprofloxacin interact with Heat Shock Protein 60. These findings elucidate the synergistic interactions among mixed medications, as each drug targets a specific binding site on Hsp60, indicating a complementary binding mechanism with Hsp60.
Furthermore, we suggested the mixture demonstrated selective toxicity by preferentially targeting Hsp60 in cancer cells over normal cells, as evidenced by the significantly reduced proliferation observed in the Hela cell line compared to the HFF cell line. The dose reduction index results demonstrate that the concentration of medications in the mixture needed to achieve significant cytotoxicity is less than that of each medication administered separately. Based on these findings, the combination of linagliptin and ciprofloxacin presents an effective, safe, and potent treatment option for cervical cancer.
Abbreviations
(ICCMGR): The Iraqi Centre for Cancer and Medical Genetics Research.
MTT: 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide stain
RPMI: Roswell Park Memorial Institute medium
SAS: Statistical Analysis System
LSD: Least Significant Difference
DRI: dose reduction index
CI: combination index
Hsp 60: heat shock protein 60
HFF cell line: human fibroblast cell line
PPIs: proton pump inhibitors
Author Contribution Statement
Design and development: Tiba Th. Al-Mahdwi, Azal Hamoody, Ali Muafaq Said; Gathering and organizing data: Azal Hamoody, Istikrar M.Hade, Youssef Shakuri; Data analysis/interpretation: Istikrar M.Hade, Azal Hamoody, Tiba Th. Al-Mahdwi; Article composition: Youssef Shakuri , Tiba Th. Al-Mahdwi, Ali Muafaq Said; Critique the essay for significant ideas: Azal Hamoody, Youssef Shakuri; Statistical analysis expertise: Azal Hamoody,Istikrar M.Hade, Ali Muafaq Said; Ultimate article endorsement and guarantee: Azal Hamoody, Istikrar M.Hade, Ali Muafaq Said.
Acknowledgements
The research team appreciates the efforts of the researchers and instructional staff of ICMGR / Mustansiriyah University in Baghdad, Iraq, for their vital assistance throughout the study. I want to convey my appreciation to the quality control department of the Samarra Pharmaceutical Factory for supplying the medicine used in the current study.
Declaration of Generative AI and AI-assisted technologies in the writing process
The authors affirm that this work does not employ generative AI or AI-assisted technologies.
Financial support and sponsorship
The University of Baghdad funds this research.
Conflicts of interest
The authors declare that there is no conflict of interest.
Supplementary materials
References
- 1.Cohen PA, Jhingran A, Oaknin A, Denny LJTL. Cervical cancer. Lancet. 2019;393(10167):169–82. doi: 10.1016/S0140-6736(18)32470-X. [DOI] [PubMed] [Google Scholar]
- 2.Whitney CW, Sause W, Bundy BN, Malfetano JH, Hannigan EV, Fowler J, Wesley C, et al. Randomized comparison of fluorouracil plus cisplatin versus hydroxyurea as an adjunct to radiation therapy in stage iib-iva carcinoma of the cervix with negative para-aortic lymph nodes: A gynecologic oncology group and southwest oncology group study. J Clin Oncol. 1999;17(5):1339. doi: 10.1200/JCO.1999.17.5.1339. [DOI] [PubMed] [Google Scholar]
- 3.Eifel P, Winter K, Morris M, Levenback C, Grigsby P, Stevens R, et al. Pelvic radiation with concurrent chemotherapy versus pelvic and para-aortic radiation for high-risk cervical cancer: An update of rtog 90–01. 2002;54(2) [Google Scholar]
- 4.Peters WI. Cisplatin and 5-fluorouracil plus radiation therapy are superior to radiation therapy as adjunctive in high-risk early stage carcinoma of the cervix after radical hysterectomy and pelvic lymphadenectomy: report of a phase III intergroup study. J Clin Oncol. 2000;18:1606–13. doi: 10.1200/JCO.2000.18.8.1606. [DOI] [PubMed] [Google Scholar]
- 5.PG R. Concurrent cisplatin-based chemoradiation improves progression free and overall survival in advanced cervical cancer Results of a randomized Gynecologic Oncology Group Study. N Engl J Med. 1999;340:1144–53. doi: 10.1056/NEJM199904153401502. [DOI] [PubMed] [Google Scholar]
- 6.Keys HM, Bundy BN, Stehman FB, Muderspach LI, Chafe WE, Suggs CL, et al. A comparison of weekly cisplatin during radiation therapy versus irradiation alone each followed by adjuvant hysterectomy in bulky stage IB cervical carcinoma: a randomized trial of the Gynecology Oncology Group. N Engl J Med. 1999;340(15):1154–61. doi: 10.1056/NEJM199904153401503. [DOI] [PubMed] [Google Scholar]
- 7.US Department of Health and Human Services. NCI clinical announcement. Bethesda, MD: Public Health Service, National Institutes of Health; 1999. [Google Scholar]
- 8.Green JA, Kirwan JM, Tierney JF, Symonds P, Fresco L, Collingwood M, et al. Survival and recurrence after concomitant chemotherapy and radiotherapy for cancer of the uterine cervix: A systematic review and meta-analysis. Lancet. 2001;358(9284):781–6. doi: 10.1016/S0140-6736(01)05965-7. [DOI] [PubMed] [Google Scholar]
- 9.Abdulla KN, Aljebori S, Dh H, Mohson KI, Sabah Rasoul N, Mahdi MA. Risk factors for cervical cancer in iraqi women. Libri Oncologici: Croatian Journal of Oncology. 2023;51(2-3):59–64. [Google Scholar]
- 10.Khashman BM, Abdulla KN, Ali LF, Alhashimi SJ. Effect of hpv infection on the expression of fibronectin in a group of iraqi women with cervical carcinoma. Biochem Cell Arch. 2019:19. [Google Scholar]
- 11.Khashman BM, Abdulla KN, Karim SK, Alhashimi SJ. The diagnostic validity of p16 ink4a for cervical carcinoma in a group of iraqi women infected with hpv. Biochem Cell Arch. 2019:19. [Google Scholar]
- 12.Said AM, Abdulla KN, Ahmed NH, Yasin YS. Antiproliferative impact of linagliptin on the cervical cancer cell line. Asian Pac J Cancer Prev. 2024;25(9):3293. doi: 10.31557/APJCP.2024.25.9.3293. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Lapresa M, Parma G, Portuesi R, Colombo N. Neoadjuvant chemotherapy in cervical cancer: An update. Expert Rev Anticancer Ther. 2015;15(10):1171–81. doi: 10.1586/14737140.2015.1079777. [DOI] [PubMed] [Google Scholar]
- 14.Kumar L, Harish P, Malik PS, Khurana S. Chemotherapy and targeted therapy in the management of cervical cancer. Curr Probl Cancer. 2018;42(2):120–8. doi: 10.1016/j.currproblcancer.2018.01.016. [DOI] [PubMed] [Google Scholar]
- 15.Pectasides D, Kamposioras K, Papaxoinis G, Pectasides E. Chemotherapy for recurrent cervical cancer. Cancer Treat Rev. 2008;34(7):603–13. doi: 10.1016/j.ctrv.2008.05.006. [DOI] [PubMed] [Google Scholar]
- 16.Hashim WS, Jumaa AH, Alsaadi NT, Arean AG. Physiological study comprising the sequelae of magnetic radiation on human. Indian J Forensic Med Toxicol. 2020;14(2):421–5. [Google Scholar]
- 17.Zhang M, Cheng Y, Ma P, Yue J, Huang N, Tao F. Identify key genes of ferroptosis and reveals its relationship with immune in gliomas of different grades: Integrative analysis from bioinformatics. 2024 [Google Scholar]
- 18.Arean AG, Jumaa AH, Hashim WS, Mohamed AA, Yasin YS. The cytotoxic effect of ephedra transitoria on hela cancer cell line: Bio-engineering [Google Scholar]
- 19.Yurttas AG, Dasci MF. Exploring the molecular mechanism of linagliptin in osteosarcoma cell lines for anti-cancer activity. Pathol Res Pract. 2023;248:154640. doi: 10.1016/j.prp.2023.154640. [DOI] [PubMed] [Google Scholar]
- 20.Kloskowski T, Frąckowiak S, Adamowicz J, Szeliski K, Rasmus M, Drewa T, et al. Quinolones as a potential drug in genitourinary cancer treatment—a literature review. Front oncol. 2022;12:890337. doi: 10.3389/fonc.2022.890337. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Aranha O, Grignon R, Fernandes N, McDonnell TJ, Wood DP, Sarkar FH. Suppression of human prostate cancer cell growth by ciprofloxacin is associated with cell cycle arrest and apoptosis. Int J Oncol. 2003;22(4):787–94. [PubMed] [Google Scholar]
- 22.Chrzanowska A, Olejarz W, Kubiak-Tomaszewska G, Ciechanowicz AK, Struga M. The effect of fatty acids on ciprofloxacin cytotoxic activity in prostate cancer cell lines—does lipid component enhance anticancer ciprofloxacin potential? Cancers. 2022;14(2):409. doi: 10.3390/cancers14020409. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Yadav V, Talwar P. Repositioning of fluoroquinolones from antibiotic to anti-cancer agents: An underestimated truth. Biomed Pharmacother. 2019;111:934–46. doi: 10.1016/j.biopha.2018.12.119. [DOI] [PubMed] [Google Scholar]
- 24.Bakir B, Chiarella AM, Pitarresi JR, Rustgi AK. Emt, met, plasticity, and tumor metastasis. Trends Cell Biol. 2020;30(10):764–76. doi: 10.1016/j.tcb.2020.07.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Muranova LK, Shatov VM, Bukach OV, Gusev NB. Cardio-vascular heat shock protein (cvhsp, hspb7), an unusual representative of small heat shock protein family. Biochemistry (Moscow) 2021;86(Suppl 1):S1–S11. doi: 10.1134/S0006297921140017. [DOI] [PubMed] [Google Scholar]
- 26.Nover L. InHeat shock response. CRC Press; 2022. Chromatin Structure, Transcription, and Pre-mRNP Processing; p. 263 . [Google Scholar]
- 27.Regimbeau M, Abrey J, Vautrot V, Causse S, Gobbo J, Garrido C. Seminars in cancer biology. Elsevier; 2022. Heat shock proteins and exosomes in cancer theranostics. [DOI] [PubMed] [Google Scholar]
- 28.Cheung S. P38 mitogen-activated protein kinase inhibition in castration-resistant prostate cancer. University of Toronto (Canada); 2020. [Google Scholar]
- 29.Fu X, Liu J, Yan X, DiSanto ME, Zhang X. Heat shock protein 70 and 90 family in prostate cancer. Life. 2022;12(10):1489. doi: 10.3390/life12101489. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Lampros M, Vlachos N, Voulgaris S, Alexiou GA. The role of hsp27 in chemotherapy resistance. Biomedicines. 2022;10(4):897. doi: 10.3390/biomedicines10040897. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Teng Y, Ngoka L, Mei Y, Lesoon L, Cowell JK. Hsp90 and hsp70 proteins are essential for stabilization and activation of wasf3 metastasis-promoting protein. J Biol Chem. 2012;287(13):10051–9. doi: 10.1074/jbc.M111.335000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Asgharzadeh F, Moradi-Marjaneh R, Marjaneh MM. The role of heat shock protein 40 in carcinogenesis and biology of colorectal cancer. Curr Pharm Des. 2022;28(18):1457–65. doi: 10.2174/1381612828666220513124603. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Sun B, Li G, Yu Q, Liu D, Tang X. Hsp60 in cancer: A promising biomarker for diagnosis and a potentially useful target for treatment. J Drug Target. 2022;30(1):31–45. doi: 10.1080/1061186X.2021.1920025. [DOI] [PubMed] [Google Scholar]
- 34.Kang M, Jeong S, An J, Park S, Nam S, Kwon KA, et al. Clinicopathologic significance of heat shock protein 60 as a survival predictor in colorectal cancer. Cancers. 2023;15(16):4052. doi: 10.3390/cancers15164052. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Lianos GD, Alexiou GA, Mangano A, Mangano A, Rausei S, Boni L, et al. The role of heat shock proteins in cancer. Cancer lett. 2015;360(2):114–8. doi: 10.1016/j.canlet.2015.02.026. [DOI] [PubMed] [Google Scholar]
- 36.Cho SY, Kang S, Kim DS, Na HJ, Kim YJ, Choi YD, et al. Hsp27, aldh6a1 and prohibitin act as a trio-biomarker to predict survival in late metastatic prostate cancer. Anticancer res. 2018;38(11):6551–60. doi: 10.21873/anticanres.13021. [DOI] [PubMed] [Google Scholar]
- 37.Kumar S, O’Malley J, Chaudhary AK, Inigo JR, Yadav N, Kumar R, et al. Hsp60 and il-8 axis promotes apoptosis resistance in cancer. Br J Cancer. 2019;121(11):934–43. doi: 10.1038/s41416-019-0617-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Hade IM, Al-Khafaji AS, Lafta FM. Involvement of total antioxidant activity and enos gene rs1799983/rs2070744 polymorphisms in breast carcinogenesis. Iraqi J Sci. 2024;65(3):1297–309. [Google Scholar]
- 39.Jumaa AH, Al Uboody WSH, Hady AM. Esomeprazole and amygdalin combination cytotoxic effect on human cervical cancer cell line (hela cancer cell line) J Pharma Sci Res. 2018;10(9):2236–41. [Google Scholar]
- 40.Jumaa AH, Jarad AS, Al Uboody WSH. The effect of esomeprazole on cell line human cervical cancer. Medico-Legal Update. 2020;20(1):646–652. [Google Scholar]
- 41.Yasin YS, Jumaa AH, Jabbar S, Abdulkareem AH. Effect of laetrile vinblastine combination on the proliferation of the hela cancer cell line. Asian Pac J Cancer Prev. 2023;24(12):4329–37. doi: 10.31557/APJCP.2023.24.12.4329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Al-Samarray YSY, Jumaa AH, Hashim WS, Khudhair YI. The cytotoxic effect of ethanolic extract of cnicus benedictus l. Flowers on the murine mammary adenocarcinoma cancer cell line amn-3. 2020 :20. [Google Scholar]
- 43.Hashim WS, Yasin YS, Jumaa AH, Al-Zuhairi MI, Abdulkareem AH. Physiological scrutiny to appraise a flavonol versus statins. Biomed pharmacol J. 2023;16(1):289–93. [Google Scholar]
- 44.Jumaa AH, Abdulkareem AH, Yasin YS. The cytotoxic effect of ciprofloxacin laetrile combination on esophageal cancer cell line. Asian Pac J Cancer Prev. 2024;25(4):1433–40. doi: 10.31557/APJCP.2024.25.4.1433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Rutledge SJAP. What hela cells are you using? 2023. [Google Scholar]
- 46.Sharma AK, Singh AK, Waseem M, Kumar S. Clinical Biochemistry and Drug Development. Apple Academic Press; 2020. Animal cell culture; pp. 7–31. [Google Scholar]
- 47.Uysal O, Sevimli T, Sevimli M, Gunes S, Sariboyaci AE. Omics technologies and bio-engineering. Elsevier; 2018. Cell and tissue culture: the base of biotechnology; pp. 391–429. [Google Scholar]
- 48.Zhang Y, Qi D, Gao Y, Liang C, Zhang Y, Ma Z, et al. History of uses, phytochemistry, pharmacological activities, quality control and toxicity of the root of stephania tetrandra s. Moore: A review. J Ethnopharmacol. 2020;260:112995. doi: 10.1016/j.jep.2020.112995. [DOI] [PubMed] [Google Scholar]
- 49.Bor T, Aljaloud SO, Gyawali R, Ibrahim SA. Fruits, vegetables, and herbs. Elsevier; 2016. Antimicrobials from herbs, spices, and plants; pp. 551– 78. [Google Scholar]
- 50.Meyer CT, Wooten DJ, Lopez CF, Quaranta V. Charting the fragmented landscape of drug synergy. Trends Pharmacol Sci. 2020;41(4):266–80. doi: 10.1016/j.tips.2020.01.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Chou TC. The combination index (CI< 1) as the definition of synergism and of synergy claims. Vol. 7. Elsevier; 2018. pp. 49–50. [Google Scholar]
- 52.Salentin S, Schreiber S, Haupt VJ, Adasme MF, Schroeder MJNar. Plip: Fully automated protein–ligand interaction profiler. Nucleic Acids Res. 2015;43(W1):W443–W7. doi: 10.1093/nar/gkv315. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Chen G, Seukep AJ, Guo MJMd. Recent advances in molecular docking for the research and discovery of potential marine drugs. Mar Drugs. 2020;18(11):545. doi: 10.3390/md18110545. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Njsiiu C. Statistical analysis system, User’s guide. Statistical. Version. 2012. p. 9. [Google Scholar]
- 55.Guo LY, Xing X, Tong JB, Li P, Ren L, An CX. Molecular Dynamics Simulation. Binding Free Energy Calculation; 2024. Qsar Aided Design of Potent Ret Inhibitors Using Molecular Docking, Molecular Dynamics Simulation and Binding Free Energy Calculation. [DOI] [PubMed] [Google Scholar]
- 56.Itoh H, Komatsuda A, Wakui H, Miura AB, Tashima Y. Mammalian hsp60 is a major target for an immunosuppressant mizoribine. J Biol Chem. 1999;274(49):35147–51. doi: 10.1074/jbc.274.49.35147. [DOI] [PubMed] [Google Scholar]
- 57.Tanabe M, Ishida R, Izuhara F, Komatsuda A, Wakui H, Sawada K, et al. The atpase activity of molecular chaperone hsp60 is inhibited by immunosuppressant mizoribine. Sci Res. 2012;2(2):93–102. [Google Scholar]
- 58.Tsuji S, Kudo U, Hatakeyama R, Shoda K, Nakamura S, Shimazawa MJB, et al. Linagliptin decreased the tumor progression on glioblastoma model. Biochem Biophys Res Commun. 2024;711:149897. doi: 10.1016/j.bbrc.2024.149897. [DOI] [PubMed] [Google Scholar]
- 59.Li Y, Li Y, Li D, Li K, Quan Z, Wang Z, et al. Repositioning of hypoglycemic drug linagliptin for cancer treatment. Front Pharmacol. 2020;11:496241. doi: 10.3389/fphar.2020.00187. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Lucena-Araujo AR, de Oliveira FM, Leite-Cueva SD, dos Santos GA, Falcao RP, Rego EMJLr. High expression of aurka and aurkb is associated with unfavorable cytogenetic abnormalities and high white blood cell count in patients with acute myeloid leukemia. Leuk Res. 2011;35(2):260–4. doi: 10.1016/j.leukres.2010.07.034. [DOI] [PubMed] [Google Scholar]
- 61.Hall LL, Byron M, Pageau G, Lawrence JBJJocb. Aurkb-mediated effects on chromatin regulate binding versus release of xist rna to the inactive chromosome. J Cell Biol. 2009;186(4):491–507. doi: 10.1083/jcb.200811143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Swedan HK, Kassab AE, Gedawy EM, Elmeligie SE. Design, synthesis, and biological evaluation of novel ciprofloxacin derivatives as potential anticancer agents targeting topoisomerase ii enzyme. J Enzyme Inhib Med Chem. 2023;38(1):118–37. doi: 10.1080/14756366.2022.2136172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Tegeder I, Koegel D. When lipid homeostasis runs havoc: Lipotoxicity links lysosomal dysfunction to autophagy. Matrix Biol. 2021;100:99–117. doi: 10.1016/j.matbio.2020.11.005. [DOI] [PubMed] [Google Scholar]
- 64.Worrell SG, Goodman KA, Altorki NK, Ashman JB, Crabtree TD, Dorth J, et al. The society of thoracic surgeons/american society for radiation oncology updated clinical practice guidelines on multimodality therapy for locally advanced cancer of the esophagus or gastroesophageal junction. Pract Radiat Oncol. 2024;14(1):28–46. doi: 10.1016/j.prro.2023.10.001. [DOI] [PubMed] [Google Scholar]
- 65.Meng Q, Li BX, Xiao X. Toward developing chemical modulators of hsp60 as potential therapeutics. Front mol biosci. 2018;5:35. doi: 10.3389/fmolb.2018.00035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Tang Y, Zhou Y, Fan S, Wen Q. The multiple roles and therapeutic potential of hsp60 in cancer. Biochem Pharmacol. 2022;201:115096. doi: 10.1016/j.bcp.2022.115096. [DOI] [PubMed] [Google Scholar]
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