
==== Front
Heliyon
Heliyon
Heliyon
2405-8440
Elsevier

S2405-8440(24)10777-3
10.1016/j.heliyon.2024.e34746
e34746
Research Article
Metabolomic insights and bioactive efficacies of Tragopogon dubius root fractions: Antioxidant and antiproliferative assessments
Ahmad Sheikh Showkat a
Garg Chandni a
Kour Rasdeep a
Bhat Aashaq Hussain b
Raja Vaseem c
Gandhi Sumit G. d
Ataya Farid S. e
Fouad Dalia f
Radhakrishnan Arunkumar g
Kaur Satwinderjeet satwinderjeet.botenv@gndu.ac.in
a⁎
a Department of Botanical and Environmental Sciences, Guru Nanak Dev University, Amritsar, Punjab, 143005, India
b Department of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, 600077, India
c University Centre for Research and Development, Chandigarh University, Gharuan, Mohali, 140413, Punjab, India
d CSIR-Indian Institute of Integrative Medicines, Kanal Road, Jammu, Jammu & Kashmir, 180001, India
e Department of Biochemistry, College of Science, King Saud University, PO Box 2455, Riyadh, 11451, Saudi Arabia
f Department of Zoology, College of Science, King Saud University, PO Box.22452, Riyadh, 11495, Saudi Arabia
g Department of Pharmacology, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, 603103, Tamil Nadu, India
⁎ Corresponding author. satwinderjeet.botenv@gndu.ac.in
19 7 2024
30 8 2024
19 7 2024
10 16 e3474612 2 2024
15 7 2024
16 7 2024
© 2024 Published by Elsevier Ltd.
2024

https://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Tragopogon dubius is commonly consumed as a vegetable and used in traditional medicine for treating inflammatory skin conditions and cutaneous swelling. Despite known pharmacological properties of its leaves and roots, many of its biological characteristics and active phytochemicals remain unexplored. The present study investigates the phytochemical composition, antioxidant, and anticancer properties of methanolic root extracts and isolated fractions (TdRM-1 and TdRM-2) of T. dubius. Utilizing preparative thin-layer chromatography, the crude extract was successfully separated into TdRM-1 and TdRM-2, characterized by GC-MS and FTIR analysis, revealing a diverse range of bioactive compounds including terpenes, flavonoids, and phenolic acids. Qualitative phytochemical screening indicated the presence of carbohydrates, tannins, alkaloids, and other phytoconstituents. Advanced UPLC-ESI-QTOF-MS analysis identified 54 metabolites, significantly contributing to the chemical profiling of the extract. The antioxidant activities of the fractions were quantitatively assessed using ABTS, DPPH, and superoxide radical scavenging assays, where TdRM-2 exhibited superior activity with IC50 values ranging from 51.29 to 60.03 μg/mL. Anticancer potential was evaluated against A549, LN-18, and MCF-7 cancer cell lines, demonstrating that TdRM-2 significantly inhibited cell proliferation with GI50 values as low as 31.62 μg/mL for A549 cells. Additionally, fluorescence microscopy revealed that TdRM-2 induces apoptosis, indicated by changes in nuclear morphology and loss of mitochondrial membrane potential. Annexin V-FITC/PI double staining indicate that the TdRM-2 fractions from T. dubius can significantly inhibit the growth of A-549, LN-18, and MCF-7 cancer cell lines by inducing apoptosis These findings suggest that T. dubius root extracts, particularly the TdRM-2 fraction, hold promising therapeutic potential due to their significant antioxidant and anticancer activities, underpinned by their rich phytochemical composition. This study underscores the importance of T. dubius as a source of natural bioactive compounds with potential health benefits.

Keywords

Tragopogon dubius
Antioxidant activity
Anticancer activity
Phytochemicals
Thin layer chromatography
GC-MS
Apoptosis
==== Body
pmc1 Introduction

In recent years, there has been a noticeable surge in interest surrounding natural substances as potential reservoirs of bioactive compounds with diverse pharmacological properties [1]. Tragopogon dubius, commonly known as yellow salsify or western Goat's beard and belonging to the Asteraceae family, has garnered attention for its purported medicinal benefits [[2], [3], [4]]. In certain regions, it serves dual purposes as both a culinary ingredient and a remedy for various health ailments [3,4]. The aerial parts of the plant are valued for their cleansing, sweat-inducing, diuretic, antidiarrheal, anti-inflammatory, antirheumatic, and antidiabetic properties and are frequently employed in traditional medicinal practices [[5], [6], [7], [8]] Additionally, it is applied topically to address inflammatory skin issues, skin swellings, and to aid in wound healing [9,10]. Indigenous communities in Jammu and Kashmir, India, utilize the plant parts for wound healing [5,7]. Extracts from various T. dubius plant parts, such as water, methanol, and ethyl acetate, have demonstrated antioxidant potential, antibacterial and antifungal activities, and enzyme inhibitory effects, yet studies on its anticancer potential remain scarce [6,11,12]. Previous research has identified the presence of flavonoids, phenyl methane derivatives, and esters of phenyl propanoic acid in T. dubius plants [13]. However, there is limited scientific evidence supporting the pharmacological properties of T. dubius, and the medicinal phytochemicals present in this plant have yet to be fully elucidated. The search for new anticancer phytochemicals with enhanced efficacy and fewer side effects continues as an effort to overcome the limitations of chemical-based therapies. Our study indicates significant antioxidant and antiproliferative properties in root extracts, though the specific mechanisms and active compounds responsible remain largely unexplored. Thus, there is an urgent need to identify these pharmacologically active compounds from T. dubius to harness its potential as a medicinal resource. Cancer remains a significant global health challenge, ranking among the top ten causes of disease-related deaths worldwide, with breast, lung, and colon cancers contributing to the highest incidence of new cases in 2020 [[14], [15], [16]]. The uncontrolled proliferation of cells underlies the pathology of cancer, emphasizing the importance of inhibiting this process in potential treatments [17,18]. However, conventional medications such as cisplatin and doxorubicin are associated with adverse effects such as kidney damage and heart toxicity [19,20]. Natural products offer a promising avenue for the discovery of novel anticancer compounds, highlighting the need to explore potent antiproliferative agents derived from nature [16,21].

Metabolomics, a powerful analytical technique for profiling and quantifying small molecules in biological samples, provides a comprehensive view of the metabolic landscape, offering valuable insights into the bioactive constituents of medicinal plants [22]. By integrating chemical profiles with biological activity through multivariate analysis, it becomes possible to identify metabolites associated with specific biological effects, such as antioxidant and antiproliferative properties [23,24]. Therefore, our research aims to unveil the metabolomic profile of T. dubius root fractions and evaluate their antioxidant and antiproliferative potential. Given the pivotal role of antioxidants in combating oxidative stress, a major contributor to various chronic diseases including cancer, cardiovascular disorders, and neurodegenerative conditions, understanding the antioxidant properties of natural products is crucial. Similarly, compounds exhibiting antiproliferative activity hold significant therapeutic promise, particularly in the context of cancer treatment [25,26]. Our findings offer insights into the metabolomic composition and bioactive properties of T. dubius root fractions, highlighting its potential as a valuable source of pharmacologically active compounds and laying the groundwork for the development of new antioxidant and anticancer agents from natural reservoirs.

2 Material and methods

2.1 Chemicals and reagents

The chemicals and reagents utilized in this study were of analytical grade and procured from Sigma-Aldrich Chemicals Pvt Ltd, USA. Enzymes and dyes were supplied by Hi-media Laboratories Mumbai, India. Deionized water was used for solution preparation.

2.2 Plant collection and identification

Plant material of T. dubius was collected in the morning from mountainous plateaus of Pulwama district, Jammu & Kashmir, India (33° 52' 21.1296'' N, 74° 53' 34.2708'' E,1669.0 m above sea level). The plant material was washed thrice with fast moving tap water to remove dust, followed by drying at temperature below 30 °C to avoid the decomposition of thermolabile compounds. This drying process was carried in an open room with air circulation around the plant material to prevent heat and moisture accumulation. The plant species was identified by taxonomist Mr. Akhtar Malik at the University of Kashmir. A plant voucher specimen [No.: (2940-(KASH)] was deposited at the Centre of Taxonomy and Biodiversity, University of Kashmir, Hazratbal, Srinagar, India.

2.3 Preparation of plant extracts

The roots of T. dubius were ground into fine powder for extraction. and 250 g of powder were macerated [27] in solvents with increasing polarity: hexane, chloroform, ethyl acetate, and methanol. The mixture was left undisturbed for 48 h at room temperature, yielding the following fractions: hexane fraction TdRH (3.6 %), chloroform fraction TdRC (6.4 %), ethyl acetate fraction TrRE (2.4 %) and methanol fraction TdRM (18.4 %), respectively. The polarities of the solvents facilitated the partitioning and separation of the plant secondary metabolites (PSMs) of the fractions according to their solubility. To prevent the thermal breakdown of volatile substances, the mixture was passed through Whatman No. 1 filter paper, and a rotary evaporator (Buchi Rotavapor R-210, Flawil, Switzerland) was used to concentrate the filtrate at 40 °C. After evaporation, 46 g of methanolic root extract of black greenish color was collected and kept at 4 °C for further analysis.

2.4 Preparative thin layer chromatographic (TLC) separation of plant extract

Preparative thin layer chromatography (TLC) was employed to isolate bioactive components from crude methanolic root extract (TdRM) and assess their antioxidant and apoptotic inducing potential. TLC plates (20 × 20 cm) were prepared using silica gel GF254 (E-Merck) with particle size 5–40 μm. 30 g of finely powdered silica gel GF254 were thoroughly mixed with 60 mL of dH2O. The resulting slurry was applied to the TLC applicator, which was then gradually moved onto a clean glass plate to form a uniform layer approximately 0.5 mm thick. The glass plate was allowed to dry for 1 h. Subsequently, the silica gel coated plate was dried for 2 h at 110 °C. Following activation of the TLC plate, 100 μL of the plant extract was spotted using a capillary tube, ensuring the integrity of silica gel layer, and left undisturbed to facilitate the separation of major bands from the methanolic root extract of T. dubius. Various solvent systems were employed as the mobile phase to separate different components or achieve optimal banding of the crude extract mixture. The spotted TLC plate was placed in the TLC tank, with the mobile phase added, ensuring immersion of approximately 0.5 mm of the plate in the solvent at the bottom. The tank was sealed with a glass lid to ensure complete filling of the chamber with solvent vaoprs. The plates were submerged in the TLC tank until the solvent front reached the top three-quarters of the plate. Subsequently, the plate was removed from the tank and allowed to dry outside at 37 °C to facilitate solvent evaporation. The TLC run plates were examined under bright light, and the separated spots were noted. Relative front values (RF) were calculated using the following formula:RFvalue=SoluteFrontSolventFront

2.5 Preliminary screening of extracts for phytoconstituents

The phytochemical screening for phytoconstituents of TdRM involved a qualitative analysis to detect various plant metabolites including tannins, carbohydrates, anthraquinones, saponins, flavonoids, resins, steroids, phenols, glycosides, alkaloids, and triterpenes. Standard procedures as described in previous studies [[28], [29], [30]].

2.6 UPLC-ESI-QTOF-MS analysis

The samples for metabolic analysis were analyzed using the MS Q-TOF Component Model G6550A with Dual AJS ESI Ion Source, maintaining a flow rate of 0.3 mL/min at 35 °C having flow rate 5 μl maintained at 35°. Two mobile phases, 0.1 % (v/v) aqueous formic acid (mobile phase A) and acetonitrile (mobile phase B), were used to achieve a gradient elution. Q-Exactive Plus Biopharma-High Resolution Orbitrap with a Direct Infusion Mass and ESI & APCI Positive & Negative mode ionization column G1316C were utilized for mass spectrometric analyses. This enables in detailed characterization of metabolites for understanding antioxidant and antiproliferative properties, thereby facilitating insights into its bioactive efficacies for potential therapeutic applications. A capillary voltage of 2.5 kV was used to spray the liquid and charge the droplets, with a cone voltage of 25 V, cone gas flow rate of 50 L/h, desolation gas flow rate of 13 L/min, desolation gas temperature of 250 °C, and source temperature of 150 °C. Collision energies of 30–35 eV were optimized for fragmentation and high resolution, accurate mass, and high sensitivity. The mass range of 120–1200 m/z was set. Compound Discoverer software 2.1 SP1 (Thermo Fisher Scientific, Chicago, IL, USA) was employed for data processing on all UPLC-ESI-Q-TOF-MS data. For metabolite identification, spectral libraries as well as compound databases such as ChemSpider and mzCloud were utilized.

2.7 Gas chromatography-mass spectrometry (GC-MS) analysis

Samples were subjected to GC-MS analysis using an Agilent 7890A gas chromatograph coupled with an Agilent 5975C inert XL MSD mass spectrometer equipped with a triple-axis detector and Mass Hunter Workstation software (USA). The DB-5 column (30 m × 0.25 mm i. d. × 0.25 μm film thickness) was employed for the analysis. A helium carrier gas flow rate of 0.5 mL/min was utilized. The temperature was programmed to initially hold at 50 °C for 1 min, then raised up to 50–250 °C at a rate of 50 °C/min, followed by 5 min hold at 250 °C. Mass spectra were recorded in electron impact (EI) mode with an ionization energy of 70 eV and a scan rate of 0.5 s/scan, covering a scan range of 50–600 AMU. Inlet and transfer line temperatures were set to 250 °C. A 50:1 split ratio was employed. Identification of components was accomplished using the Wiley and NIST libraries. Additionally, compounds were identified through peak enrichment via co-injection with readily available genuine standards. Peak area percentages (%) were obtained electronically via access to the extracted ion chromatogram (EIC) response, eliminating the need for correction factors.

2.8 FTIR analysis

FTIR spectra of T. dubius roots TdRM, as along with the separated fractions TdRM-1 and TdRM-2, were acquired using a Shimadzu Fourier Transform Infrared (FTIR) spectrometer (Model IR Tracer-100). The IR spectra were recorded in absorbance mode across the 400–4000 cm−1 frequency range. Prior to sample measurement, the ATR crystal was meticulously cleaned with ethanol and allowed to dry. Subsequently, the IR spectra were processed in Lab Solutions IR V2 (Shimadzu Corporation) for normalization. The Happ-Genzel apodization function was employed to strike a balance between ripples and resolution.

2.9 Total phenolic content

To determine the phenolic content of the T. dubius extract/fractions, the Folin-Ciocalteu method was employed with minor modifications [31]. In this experiment, 0.1 mL of the test sample (200 μg/mL) was added in 900 μL of dH2O, followed by the addition of 500 μL of Folin-Ciocalteu reagent. Then, 1.5 mL of 20 % sodium carbonate was added to this mixture and thoroughly shaken manually. The reaction mixture was incubated for 2 h. After incubation period, dH2O was added to bring the volume up to 10 mL. Finally, the absorbance was measured at 765 nm. Gallic acid (25–400 μg/mL), a standard phenolic compound, was used to create the calibration curve.

2.10 Total flavonoid content

The total flavonoid content of the extract (TdRM) and isolated fractions TdRM-1 and TdRM-2 was determined using the aluminium chloride method [32]. A working reaction mixture was prepared by combining 1 mL of the test extracts with 4 mL of dH2O. To this mixture, 300 μL of 5 % NaNO2 and 300 μL of 10 % AlCl3 were added, followed by 5 min incubation period. Subsequently, 2 mL of 1 M NaOH were added to bring the total volume to 10 mL. The absorbance of the resulting mixture was measured at 510 nm. To establish a calibration curve, rutin (25–400 μg/mL), a standard flavonoid compound, was used. Using the regression equation derived from this calibration curve, the total flavonoid content of the extract or fraction was calculated and expressed as rutin equivalents (RE) in mg/g of the dry weight of extracts.

2.11 Antioxidants activity

2.11.1 DPPH radical scavenging activity

The DPPH (2,2-diphenyl-1-picrylhydrazyl) radical scavenging activity of the methanolic root extract and fractions was determined using the method described by Blois [32] with slight modifications. This method relies on the ability of antioxidants to scavenge the DPPH cation radical. Briefly, 1 mL of the sample extract (ranging from 25 to 400 μg/mL of lyophilized extract) or standards was added to 3 mL of 0.5 mM DPPH solution and vigorously vortexed. After a 30 min dark incubation period of mixture at room temperature, the decolorization of DPPH was measured at 517 nm relative to a blank. The sample's capacity to scavenge the DPPH radical was determined using the following formula:DPPHradicalscavengingactivity(%)=AbsControl−AbsSampleAbsControl×100

Here, Abs Control represents the absorbance of DPPH radical in methanol, and Abs Sample represents the absorbance of DPPH radical mixed with the sample extract/standard.

2.11.2 Superoxide anion radical scavenging assay

The superoxide anion radical scavenging activity of the extract/fractions was assessed using the method Nishikimi et al. [33] with minor modifications. Superoxide anions were generated by adding 1 mL of NBT solution (156 μM) and 1 mL of NADH (nicotinamide adenine dinucleotide) solution (468 μM). The NADH will serve as the electron donor, while NBT will act as an electron acceptor. Following the addition of 100 μL of a solution of 60 μM phenazine methosulphate (PMS) prepared in 100 mM phosphate buffer (pH 7.4), the reaction was allowed to proceed for 5 min at 25 °C. The non-enzymatic phenazine methosulfate/nicotinamide adenine dinucleotide (PMS/NADH) system generates superoxide radicals, and NBT serves as a reference to determine production of superoxide anions by its reduction of NBT into a purple-colored formazan. The absorbance was measured at 560 nm using a multimode microplate reader. The inhibition percentage was calculated using the formula:Inhibition%=AbsControl−AbsSampleAbsControl×100

Where, Abs Control represents the absorbance of superoxide radicals in methanol, and Abs sample represents the absorbance of superoxide radicals mixed with the sample extract or standard.

2.11.3 ABTS assay

The method described by Suseela et al. [34] was employed with slight modifications to assess the radical scavenging activity of extract and fractions based on their ability to scavenge ABTS radicals. Two stock solutions were prepared: a 2.4 mM potassium persulfate solution and a 7 mM ABTS solution. These solutions were mixed in equal proportions to create the working solution, which was then allowed to react for 14 h at room temperature in the dark. Following this, the solution was diluted with 1 mL of ABTS solution and 60 mL of methanol. The absorbance was measured, yielding a value of 0.706 ± 0.01 units at 734 nm. Fresh ABTS solution was prepared for each assay solution. The absorbance at 734 nm was measured after 7 min of reaction between 1 mL of plant extracts and 1 mL of the ABTS solution. The percentage of inhibition was calculated as the ABTS radical scavenging activity, and the extract's ability to scavenge ABTS was compared to that of rutin using the following formula:Inhibition%=AbsControl−AbsSampleAbsControl×100

where Abs Control represents the absorbance of ABTS radical in methanol, and Abs Sample represents the absorbance of ABTS radical solution mixed with sample extract or standard.

2.12 MTT assay

The antiproliferative potential of methanolic extract or fractions from T. dubius root against lung (A549), glioblastoma (LN-18) and human breast (MCF-7) cancer cell lines was assessed using the colorimetric MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide) assay [35]. Cell lines were obtained from NCCS Pune, India, and cultured in RPMI1640 and DMEM (Dulbeccos Modified Eagle Medium) supplemented with 20 % FBS (Fetal Bovine Serum), 100 U/mL penicillin, and 100 μg/mL streptomycin in a humidified atmosphere of 5 % CO2 at 37 °C under carefully monitored conditions. The selection of A-549, LN-18, and MCF-7 cell lines was based on their relevance to the study's objectives, reflecting distinct tissue origins and characteristics pertinent to the research question. For each cell line, cells were seeded at a density of 8 × 103/0.1 mL in 96-well plates, and allowed to adhere for 24 h. Subsequently, cells were exposed to varying concentrations (31.25–1000 μg/mL) of each fraction and incubated for an additional 24 h. Following this incubation period, cells were treated with 20 μl MTT solution (5 mg/mL) for 3 h. The formazan crystals formed were dissolved by adding 0.1 mL of DMSO after removing the supernatant, and the absorbance was measured at 570 nm. The GI50, which represents the concentration of extract and fractions that inhibits 50 % of cell growth during the 24 h of treatment, was calculated using the following equation:GI50=T24–C+/C−−C+×100=50

whereas T24, C+, and C− correspond to the number of treated cells, the number of cells in the positive control, and the number of cells in the negative control after 24 h of treatment, respectively. Percentage growth inhibition indicates the extent to which the extract or fractions suppress the growth of cells in a given experiment. Higher percentages suggest greater efficacy in inhibiting growth, indicating the potential effectiveness of the extract or fractions in combating the proliferation of the cells under study. DMSO and culture medium were utilized as positive and negative controls, respectively.

2.13 Morphological assessment of cancerous cells

2.13.1 Nuclear staining with DAPI

The nuclear morphology and apoptosis inducing potential of the TdRM-2 fraction were assessed in A549, LN-18 and MCF-7 cell lines using DAPI (40′,6-diamidino-2-phenylindole) staining [36]. Briefly, cancer cells were grown in 24 well plate at a density of 4 × 105 cells/well. After 24 h, they were treated with the GI50 value of TdRM-2. Following a 24 h treatment period, cells were washed with 1X PBS (Phosphate buffered saline) and fixed with 4 % paraformaldehyde for 15–20 min in the dark. Subsequently, cells were washed again with 1X PBS. DAPI (4 μg/mL) was used for nuclear staining, and cells were incubated for 30 min in the dark. Stained cells were washed twice with 1X PBS to remove excess dye, and coverslips were mounted on glass slides using fluoromount. The cells were examined under Nikon A1R Fluorescence Microscope system (Nikon Eclipse T2 Japan).

2.13.2 Rhodamine 123 (Rh-123) staining

Rhodamine 123 (Rh-123) staining was employed to observe the effects of the TdRM-2 fraction on changes in the mitochondrial membrane in A549, LN-18, and MCF-7 cells, utilizing a fluorescent microscope as described by Puja et al. [36]. Cancer cells were seeded at a density of 4 × 105 cells/well in a 24-well plate and treated with the TdRM-2 fraction (GI50) for a full day. Subsequently, the cells (at a density of 105 cells/well) were stained with rhodamine 123 stain (Thermo Fisher, USA) for 1 h at 37 °C in the dark. Observations were made under a fluorescence microscope (Nikon Eclipse Ts2, Japan) at 20X magnification.

2.13.3 Detection of apoptosis by AO/EtBr staining

A549, LN-18 and MCF-7 cells were cultured and seeded at a density of 4 × 105 cells/well in 6-well plate and allowed to adhere. After 24 h, cells were treated with the GI50 value. To obtain a pellet, both suspended and adherent cells were combined and centrifuged for 5 min at 1500 rpm. The supernatant was decanted, and the pellet was resuspended in 100 μL of 1X PBS. Next, the cells were incubated with a 5 μL mixture of AO/EtBr (60 μg/mL acridine orange and 100 μg/mL ethidium bromide) for 5 min in the dark [37]. Subsequently, 25 μL of the stained cell mixture was added to a glass slide and covered with a coverslip. The slide was promptly examined under a fluorescence microscope (Nikon Eclipse Ts2, Japan).

2.14 Annexin V-FITC/PI double staining for apoptotic cell death quantification

The apoptotic cell death in TdRM-2 treated cells was quantified using Annexin V-FITC/PI double staining method with a flow cytometer [38]. A-549, MCF-7 and LN-18 cells were grown in 6-well plates and treated with the GI50 concentration of the TdRM-2 fraction for 24 h. After the treatment period, both floating and adherent cells were harvested and centrifuged for 5 min. The pellet cells were washed with PBS and centrifuged again for 5 min. The cell pellets were then resuspended in binding buffer (0.1 M) for 15 min followed by the addition of 5 μL of Annexin V-FITC conjugate and 5 μL propidium iodide (PI). The cells were incubated in the dark for 15 min. Finally, data was acquired using a BD Accuri C6 flow cytometer (BD Biosciences) and analyzed using BD Accuri software.

2.15 Statistical analysis

Each experiment was conducted three times, and the results were expressed as mean ± standard error. One-way analysis of variance (ANOVA) was employed to determine significant differences among all the groups at the p < 0.05 level of significance. Tukey's HSD (Honestly Significant Difference) test was utilized for comparing the means. GI50 and IC50 values were calculated using excel software (2019) by comparing triplicate data variables.

3 Results

3.1 Preparative thin layer chromatography

The crude plant extract was subjected to PTLC to separate it into various fractions potentially present in the methanolic extract. Using a solvent combination of hexane and ethyl acetate in a ratio of 70:30, bands were successfully separated. Approximately 10 mg of two dominant bands, labelled as TdRM-1 and TdRM-2 (Fig. 1), were collected for further analysis of their antioxidant and anticancer activities. Additionally, these two fractions were characterized through GC-MS analysis.Fig. 1 Thin layer chromatogram showing the separation of methanolic root extract of Tragopogon dubius into separate bands.

Fig. 1

3.2 Qualitative analysis of phytoconstituents

The qualitative phytochemical screening of methanolic root extract of T. dubius revealed the presence of various phytoconstituents. Triterpenes, resins, alkaloids, glycosides, phenols, steroids, flavonoids, tannins, saponins, and carbohydrates were identified in the extract. Among these phytoconstituents, triterpenes, resins, and carbohydrates were present in abundant in the extract as compared to others. However, anthraquinones were notably absent in the extract.

3.3 UPLC-ESI-QTOF-MS analysis

Ultrahigh-performance liquid chromatography coupled with tandem mass spectrometry plays a unique role in characterizing, quantifying, and confirming metabolite identification from plant extracts with unmatched confidence. The methanolic root extract of T. dubius was analyzed using this method, resulting in identification of 54 plant metabolites eluted between 1 and 35 min (Fig. 2A and B; Table 1). The majority of these compounds belonged to significant classes such as fatty acids, tannins, flavonoids, phenolic acid derivatives, terpenes, and terpenoids. Terpenes and terpenoid derivatives found in TdRM included Gibberellin A91, Taraxacolide 1-O-b-D-glucopyranoside, Yucalexin P15, Limonexic acid, Eremosulphoxinolide A, Rutaevin, Austin, Nigakihemiacetal A, Cascarillin, and Pleuromutilin. In addition to terpenes, several flavonoid compounds were detected, such as Nb-trans-Feruloylserotonin glucoside, Kaempferol 3-sophoroside 7- glucoside, Gossypetin 8-glucoside, Myricetin 7-rhamnoside, Kaempferol 3-O-β-D-galactoside, 8-(1,1-dimethylallyl) galangin and Rutin. Phenolic compounds like ellagic acid, curcumin diglucoside, Kelampayoside A, synergic acid, trans-chloregenic acid and glycosides, Linusitamarin, Perilloside E, Nb-trans-Feruloylserotonin glucoside, Glucosylgalactosyl hydroxylysine, Astragalin 7-rhamnoside, and Kaempferol 3-(2''- rhamnosylgalactoside) 7- rhamnoside were also found.Fig. 2 UPLC-ESI-QTOF-MS chromatograph of methanolic root fraction of Tragopogon dubius (A) Positive ionization (B) Negative ionization.

Fig. 2

Table 1 List of major metabolites identified from methanolic extract of root of Tragopogon dubius using UPLC-ESI-QTOF-MS analysis.

Table 1Name of metabolite	Formula	Precursor m/z	Accurate mass (Da)	RT (min)	Diff (ppm)	Nature of compound	
Maritimetin	C15H10O6	286.0454	287.0527	9.773	8	Phenol	
Gravacridonediol	C19H19NO5	341.1247	342.1309	10.006	4.87	Alkaloid	
Gibberellin A102	C20 H26 O7	378.1678	401.1568	12.099	0.03	Phenolic glycosides	
Gibberellin A91	C19H24O7	364.1525	387.1415	12.6	−0.83	Diterpenoids	
Taraxacolide 1-O-b-D-glucopyranoside	C21H32O9	428.2045	451.1938	12.829	0.23	Terpenoids	
Rugosinone	C19H15NO6	353.0889	354.0949	13.171	2.84	Alkaloid	
Methyl 6-O-digalloyl-beta-D-glucopyranoside	C17H18N4O2	310.1419	333.131	13.599	3.35	Tannins	
Yucalexin P15	C20H26O4	330.1827	353.1719	14.042	1.15	Diterpenoid	
Limonexic acid	C26H30O10	502.1836	525.1726	14.538	0.59	Triterpenoids	
Eremosulphoxinolide A	C24H32O7S	464.1841	465.1914	14.772	5.93	Terpene	
Dorsteniol	C14H14O5	262.0843	285.0732	15.893	−0.52	Flavonoid	
Rutaevin	C26H30O9	486.1884	509.1776	16.625	1.23	Terpenoid	
Nb-trans-Feruloylserotonin glucoside	C26H30N2O9	514.1967	515.204	17.553	−1.09	Flavonoid	
3-Methylbutyl 2-furanbutanoate	C13H20O3	224.1419	247.1311	17.875	−2.73	Fatty acid	
Cimifugin	C16H18O6	306.1105	329.0996	19.619	−0.38	Coumarin	
Austin	C27H32O9	500.204	523.1931	19.692	1.35	Terpenoid	
12S,15S)-15-O-Demethyl-10,29-dideoxy-11,12-dihydro-striatin C	C25H38O6	434.267	457.2557	21.627	−0.39	Diterpenoid	
2-Tridecanone	C13H26O	198.1991	221.1884	22.414	−3.82	Alkane	
Chlortetracycline	C22H23ClN2O8	478.1203	523.1184	7.205	−12.48	Calcium ionophores	
Kaempferol 3-sophoroside 7- glucoside	C33H40O21	772.2045	771.1973	8.532	2.2	Flavonoids	
Manghaslin	C33H40O20	756.2095	755.2012	8.824	2.37	Glycoside and member of flavonoids	
Trans-chlorogenic acid	C16H18O9	354.095	413.1091	8.966	0.31	Phenolic	
Syringic acid	C9H10O5	198.052	197.0448	9.077	4.11	Phenolic	
Kaempferol 3-(2''- rhamnosylgalactoside) 7- rhamnoside	C33H40O19	740.2145	739.2077	9.204	2.47	Glycoside and member of flavonoids.	
Gossypetin 8-glucoside	C21H20O13	480.0905	479.0835	9.218	−0.15	Flavonoids	
Rutin	C27H30O16	610.1526	609.1456	9.305	1.35	Flavonoid glycoside	
2-O-p-Coumaroyl-1,6- digalloyl-beta-D-glucopyranoside	C29 H26 O16	630.1311	629.1254	9.565	−14.26	Tannins	
Astragalin 7-rhamnoside	C27H30O15	594.1575	593.1505	9.614	1.71	Flavonoid-7-o-glycosides	
Myricetin 7-rhamnosid	C21H20O12	464.0944	463.0871	9.756	2.4	Flavonoid	
Xanthoxylin	C10H12O4	196.0724	195.0653	10.116	5.67	Alkaloid	
Kaempferol 3-O-β-Dgalactoside	C21H20O11	448.0968	447.0896	10.327	8.41	Flavonoid	
Nigakihemiacetal A	C22H34O7	410.2287	409.2213	11.493	4.32	Triterpenes	
(±)14,15-DHET	C20H34O4	338.2432	337.2357	11.501	7.34	Eicosanoid	
Cascarillin	C22H32O7	408.2105	407.2017	11.518	10.43	Diterpenoid	
Vanillin acetate	C10H10O4	194.058	193.0509	12.446	−0.68	Phenol esters	
Corchorifatty acid	C18H32O5	328.2222	327.2147	12.704	8.44	Fatty acid	
3-α(S)-Strictosidine	C27H34N2O9	530.2269	575.2253	14.144	−0.98	Alkaloid ester	
Kelampayoside A	C20H30O13	478.1602	523.1578	14.408	17.74	Phenolic glycosides	
Glucosylgalactosyl hydroxylysine	C18H34N2O13	486.2029	545.2167	14.778	6.59	Glycosides	
Xylopinine	C21H25NO4	355.1772	400.1756	15.33	3.25	Alkaloid	
Notoginsenoside R10	C30H50O9	554.3434	553.3362	15.952	3.83	Steroidal glycosides	
8-(1,1-Dimethylallyl) galangin	C20H18O5	338.1134	337.1065	16.382	5.86	Flavonoid	
Pleuromutilin	C22H34O5	378.2365	437.2502	16.444	10.86	Diterpenoid	
(Z)-Resveratrol 3,4'- diglucoside	C26H32O13	552.1859	551.1801	16.504	−2.91	Stilbene glycosides	
4,7-Didehydroneophysalin B	C28 H28O9	508.1713	507.1644	16.513	4.06	Steriods	
Pleuromutilin						Diterpenoid	
Nb-trans-Feruloylserotonin glucoside	C26H30N2O9	514.1968	513.1885	17.471	−3.3	Glycosides	
Strictosamide	C26H30N2O8	498.2004	543.1993	17.683	−0.28	Monoterpene	
Karwinskione	C32H32O7	528.2128	573.2105	17.81	3.76	Lignan	
Curcumin diglucoside	C33H40O16	692.2341	751.2497	18.171	−3.62	Polyphenol	
Edulisin I	C28 H26 O8	490.1626	535.1592	19.099	0.33	Furanocoumarins	
Ellagic acid	C14 H6 O8	302.0058	300.9983	22.107	1.52	Polyphenol	
Perilloside E	C17 H22 O9	370.1292	369.1246	24.366	−7.63	Glycosides	
Melleolide H	C24 H30 O7	430.1995	429.1929	24.589	−0.89	Sesquiterpenoid	
Linusitamarin	C17 H22 O9	370.1302	369.1257	24.722	−10.24	Glycosides	

3.4 GC-MS profiling of T. dubius methanolic root extract

GC-MS analysis unveiled a total of 17 compounds in the methanolic extract of the root of T. dubius. Fig. 3A illustrates the GC-MS chromatogram, and while Table 2 delineates the chemical components of the methanolic root extract alongside their concentration, molecular formula, peak area, and retention time. Several bioactive molecules were identified, including Undecane, 2,5-O-Methylene-D-mannitol, 1-Decanol, Cycloheptasiloxane tetradecamethyl, 2,4-Di-tert-butylphenol, 1-Heptadecene, Cyclooctasiloxane, octadecamethyl, 17,17-dimethyl-18-nor-5β-androsta-1,13-dien-3α-ol, (Z)-9-Tricosene,(z), Eicosane,1-iodo, Cyclononasiloxane, octadecamethyl-, Neophytadiene, Methyl 14-methyl-eicosanoate, D:A-Friedooleanan-7-ol, (7. alpha), n-Hexadecane, Pentasiloxane, 1,1,3,3,5,5,7,7,9,9-decamethyl-, and 1-Nonadecene. The GC-MS chromatograms of TdRM-1 fractions are illustrated in Fig. 3B, and those of TdRM-2 fractions are shown in Fig. 3C. Additionally, two compounds, Cyclooctasiloxane hexadecamethyl-, and n-Hexadecanoic acid, were detected in the TdRM-1 fraction, while Hydrazinecarboxamide and Neophytadiene were detected in TdRM-2 fraction (Table 3, Table 4).Fig. 3 GC-MS analysis of TdRM, TdRM-1 and TdRM-2 fractions of root Tragopogon dubius (A) GC-MS chromatogram of crude methanolic root extract of T. dubius (B) Chromatogram of TrRM-1 fraction, (C) Chromatogram of TdRM-2 fraction.

Fig. 3

Table 2 Chemical constituents detected in the Methanolic root extract TdRM of Tragopogon dubius by GC-MS analysis.

Table 2Peak	R.T (min)	% Area	Compound name	Molecular formula	Nature of compound	
1	7.29	1.98	Undecane	C11H24	Alkane	
2	9.437	2.2	2,5-O-Methylene-D-mannitol	C7H14O6	Sugar Alcohol	
3	9.885	3.03	1-Dodecanol	C12H26O	Fatty Alcohol	
4	10.999	3.46	Cycloheptasiloxane, tetradecamethyl-	C14H42O7Si7	Terpenoid	
5	11.339	7.17	2,4-Di-tert-butylphenol	C14H22O	phenol	
6	12.403	7.78	1-Heptadecene	C17H34	Alkane	
7	13.286	3.79	Cyclooctasiloxane hexadecamethyl	C16H48O8Si8	Phenolic	
8	14.53	2.96	17,17-Dimethyl-18-nor-5.beta.-androsta-1,13-diene-3.alpha-ol	C19H26O2	Terpenoid	
9	14.572	15.26	9-Tricosene, (Z)-	C23H46	Fatty acid	
10	14.635	4.67	Eicosane, 1-iodo-	C20H41I	Alkane	
11	14.884	3.7	Cyclononasiloxane, octadecamethyl-	C18H54O9Si9	Phenolic	
12	14.979	4.78	Neophytadiene	C20H38	Diterpene	
13	15.641	4.01	Methyl 14-methyl-eicosanoate	C22H44O2	Omega 6 fatty acid	
14	15.715	3.17	D: A-Friedooleanan-7-ol, (7. alpha.)-	C30H52O	Triterpene	
15	15.915	8.26	n- hexadecanoic acid	C16H32O2	Fatty acid	
16	16.034	2.97	Decamethylcyclopentasiloxane	C10H30O4Si5	Organosilicon compound	
17	17.975	8.87	1-Nonadecene	C19H38	Alkene	

Table 3 Bioactive compounds found in TdRM-1 fraction of Tragopogon dubius by GC-MS analysis.

Table 3Peak	R.T (min)	Area%	Compound name	Molecular formula	Nature of Compound	
1	27.8279	6.446	Cyclooctasiloxane hexadecamethyl	C16H48O8Si8	Phenol	
2	33.0095	16.57	n- hexadecanoic acid	C16H32O2	Fatty acid	

Table 4 Bioactive compounds found in TdRM-2 fraction of Tragopogon dubius by GC-MS analysis.

Table 4Peak	R.T(min)	Area %	Compound name	Molecular formula	Nature of Compound	
1	4.15	2.134	Hydrazinecarboxamide	CH5N30	Monocarboxylic acid amide	
2	30.72	20.21	Neophytadiene	C20H38	Diterpene.	

3.5 FTIR analysis

Fig. 4 presents the absorption spectra of the methanolic root extract and isolated TdRM-1 and TdRM-2 of T. dubius. Various functional groups, including phenols, aliphatic primary amines, alkanes, carboxylic acids, halogen compounds, aromatics, alcohols, aliphatic amines, alkyl halides, and alkynes, were identified within the spectra, spanning the range of 400–4000 cm−1. Notable peaks include a broad band at 3304 cm−1 assigned to OH stretching in the alcohol and phenol groups, 2997.38 cm−1 to 2887.44 cm−1 attributed to C–H stretching vibration in the alkane and carboxylic acid groups, and 2125.56 cm−1 to alkynes. Peaks around 1627.92 cm−1 are due to the presence of alkenes, while small bands at 1251.60 cm−1 represent C <svg xmlns="http://www.w3.org/2000/svg" version="1.0" width="20.666667pt" height="16.000000pt" viewBox="0 0 20.666667 16.000000" preserveAspectRatio="xMidYMid meet"><metadata> Created by potrace 1.16, written by Peter Selinger 2001-2019 </metadata><g transform="translate(1.000000,15.000000) scale(0.019444,-0.019444)" fill="currentColor" stroke="none"><path d="M0 440 l0 -40 480 0 480 0 0 40 0 40 -480 0 -480 0 0 -40z M0 280 l0 -40 480 0 480 0 0 40 0 40 -480 0 -480 0 0 -40z"/></g></svg> O stretching vibrations of carboxylic acids. Additionally, the spectrum displays at 1408.04 cm−1 for C–H stretching in the alkanes group, weak bands at 1182.36 to 1132.21 cm−1, 1049.28 cm−1 attributed to the sulphates, sulfoxide and ester bonds, and at 586.36 to 511.14 cm−1 corresponding to alkyl, halogen and hydroxyl groups.Fig. 4 FT-IR spectrum of Tragopogon dubius methanolic root extract TdRM (black spectrum), TdRM-1 (red spectrum), TdRM-2 (blue spectrum).

Fig. 4

3.6 Total phenolic and flavonoid content

Table 5 presents the total phenolic and flavonoid contents of TdRM extract, TdRM-1, and TdRM-2 fractions. The TdRM-2 fraction exhibited the highest phenolic content (35.2 ± 0.01 mg GAE/g dry weight (DW)), while the TdRM-1 fraction demonstrated the lowest phenolic content (7.2 ± 1.76 mg GAE/g dry weight). Similarly, the TdRM-2 fraction displayed the highest total flavonoid content (28.77 mg RE/g DW) compared to TdRM-1 (7.66 ± 1.92 mg RE/g DW). Thus, the TdRM-2 fraction exhibited higher phenolic and flavonoid contents than TdRM-1 fraction.Table 5 Total phenolic and flavonoid content of Extract/fractions of Tragopogon dubius.

Table 5Extract	TPC mgGAE/g DW	TFC mgRE/g DW	
TdRM	35.2 ± 0.01a	28.77 ± 1.11a	
TdRM-1	7.2 ± 1.76b	7.66 ± 1.92b	
TdRM- 2	10.53 ± 2.40b	12.11 ± 2.93b	

3.7 Antioxidant activity

The antioxidant activity of the methanolic root extract/fractions obtained from T. dubius was evaluated using in vitro assays, including ABTS, DPPH and superoxide radical scavenging assays. The TdRM-2 fraction exhibited the highest radical scavenging activity, with percentages of 88.21 %, 82 % and 79.43 % at a concentration of 400 μg/mL in the DPPH, ABTS and superoxide radical scavenging assays, respectively (Fig. 5A–C). The corresponding IC50 values were 51.29 μg/mL, 55.10 μg/mL, 60.03 μg/mL. It was noted that the radical scavenging activity showed a concentration-dependent trend. In comparison to the TdRM-2 fraction, TdRM-1 and TdRM fractions displayed lower antioxidant activities (Fig. 5A–C, Table 6).Fig. 5 Antioxidant activity of Tragopogon dubius crude methanolic root extract TdRM, TdRM-1 and TdRM-2 fractions. (A) DPPH radical scavenging assay (B) ABTS (C) Superoxide radical assay radical scavenging assay. Error bars are representative of ±SE. Different letters denote significant difference (p < 0.05) between different fractions at different concentrations.

Fig. 5

Table 6 IC50 values of Methanolic root extract/fractions of Tragopogon dubius fractions obtained in different antioxidant assays.

Table 6Antioxidant Assays	IC50 (μg/mL)	
TdRM	TdRM-1	TdRM-2	Rutin	
DPPH radical scavenging activity	131.9	66.73	51.29	19.5	
(ABTS•+) radical scavenging activity	128.3	77.24	55.1	22.5	
Super oxide radical scavenging assay	173.9	80.14	59.92	40.2	
(IC50- 50 % inhibitory concentration).

3.8 Anticancer studies

The in vitro anticancer effects of the TdRM extract and its isolated fractions, TdRM-1and TdRM-2 from T. dubius were evaluated across various concentrations (31.25–1000 μg/mL) on the cancer cell lines, A549 (human lung carcinoma), LN-18 (human brain glioblastoma), and MCF-7 (human breast cancer). The aim was to assess their antiproliferative potential and observe selective effects on these distinct cancer cell lines, given their diverse cellular behaviors and origins. This approach aids in understanding specificity and optimizing the therapeutic potential of drug. The results revealed a concentration-dependent increase in antiproliferative activity. Among the tested extracts, TdRM-2 exhibited the highest antiproliferative activity against A549 (Fig. 6A), LN-18 (Fig. 6B), and MCF-7 cells (Fig. 6C), with GI50 values of 31.62 μg/mL, 35.68 μg/mL, and 48.66 μg/mL, respectively. This was followed by TdRM-1, which had GI50 values of 78.03 μg/mL, 69.65 μg/mL,96.05 μg/mL, respectively. The TdRM extract showed the lowest antiproliferative activity compared to the isolated fractions, with GI50 values of 136.59 μg/mL, 80.06 μg/mL, and 190.49 μg/mL, respectively (Table 7, Fig. 6A–C).Fig. 6 Antiproliferative and apoptotic potential of Tragopogon dubius, TdRM, TdRM-1 and TdRM-2 fractions against (A) A549, (B) HeLa and (C) MCF-7 cell line after 24 h treatment. Values are represented as Mean ± S.E (p ≤ 0.05). Data labels with different letters represents significant difference among the values.

Fig. 6

Table 7 GI50 values Extract/fractions against the A549, MCF-7 and LN-18 cell line.

Table 7Extract/Fractions	GI50 (μg/mL)	
A-549	LN-18	MCF-7	
TdRM	136.6	80.06	190.49	
TdRM-1	78.03	69.65	96.05	
TdRM-2	31.62	35.68	48.66	
(GI50-50 % inhibitory concentration).

3.9 Cytomorphological changes in A549, LN-18 and MCF-7 cancer cells

The TdRM-2 fraction, identified as the most effective against the tested cancer cell lines, was further assessed for cytomorphological changes. Following the treatment of A549, LN-18 and MCF-7 cells with the TdRM-2 fraction, alterations in morphology were observed under a fluorescence microscope (Fig. 7).Fig. 7 Cytomorphological alterations induced by TdRM-2 fraction associated with apoptosis induction detected using fluorescence microscopy of A549, LN-18 and MCF-7 cells treated with GI50 of TdRM-2 fraction for 24 h, following observations under fluorescence microscopy (DAPI, Rhodamine 123, and AO/EtBr dual stained cells), for apoptosis-related cytomorphological changes (arrow heads indicate cells undergoing apoptosis).

Fig. 7

Fluorescence microscopy of TdRM-2 treated cells stained with the DNA-binding dye DAPI revealed an increase in the frequency of cells displaying bright blue, condensed, and fragmented nuclei, contrasting with the uniformly blue-stained nuclei found in the untreated control. TdRM-2 treated cells stained with a combination of ethidium bromide (EB) and acridine orange (AO) also showed a distinctive staining pattern, indicative of apoptosis induction. Ethidium bromide, capable of entering cells with compromised membrane integrity, interacts with DNA, producing yellow to orange fluorescence depending on the stage of apoptosis, while AO, permeable across intact cell membranes, stains nuclei green. Rhodamine-123, a mitochondria-specific, voltage-dependent fluorescent probe, was employed to study changes in mitochondrial membrane potential, which are associated with the intrinsic cell death pathway. Fluorescence microscopy revealed TdRM-2-induced loss of mitochondrial membrane potential (Fig. 7).

3.10 Annexin V-FITC/PI double staining method

A-549, LN-18, and MCF-7 cells were treated with TdRM-2 fractions for 24 h and then stained with Annexin V-FITC and PI to determine the proportion of cells undergoing early apoptosis (EA), late apoptosis (LA) and necrosis. The findings showed a significant increase in the number of apoptotic cells in the treated groups, compared to the untreated controls. Specifically, A-549 cells treated with 31.62 μg/mL of TdRM-2 fraction exhibited 53.3 % early apoptotic cells, in contrast to 5.9 % in the control group. Similarly, the treatment with TdRM-2 lead to an increase in early apoptosis in LN-18 and MCF-7 by approximately 36 % and 11 %, respectively, after 24 h (Fig. 8). These results indicate that the TdRM-2 fractions from T. dubius can significantly inhibit the growth of A-549, LN-18, and MCF-7 cancer cell lines by inducing apoptosis.Fig. 8 Effect of the TdRM-2 fraction of Tragopogon dubius on apoptosis induction in A-549, LN-18, and MCF-7 cells by flow cytometry using the Annexin V-FITC/Propidium Iodide (PI) double staining technique. The percentages of live, early apoptotic (EA), late apoptotic (LA), and necrotic cell populations are reported within the quadrants. The cell lines were treated with GI50 values.

Fig. 8

4 Discussion

In recent years, there has been a surge in research on the drug discovery, particularly focusing on the health benefits of plant-derived secondary metabolites [39,40]. A qualitative preliminary phytochemical analysis of the methanolic root extract of T. dubius unveiled a spectrum of phytoconstituents, including carbohydrates, glycosides, alkaloids, flavonoids, steroids, tannins, saponins, resins, phenols, and terpenoids. Among these polyphenols, triterpenes, tannins, and glycosides exhibit promising pharmacological characteristics such as anti-inflammatory, antimutagenic, antigenotoxic, antioxidant, antidiabetic, cardioprotective, neuroprotective, and anti-allergic properties [41,42]. Further analysis through UPLC-ESI-QTOF-MS identified numerous flavonoids, phenolics, glycosides, terpenes and terpenoid derivatives in the methanolic root extract. Notable compounds like rutin, trans-chlorogenic acid, and synergic acid have demonstrated medicinal qualities, including antimicrobial, antioxidant, anticancer, anti-hepatocarcinogenic, anti-inflammatory and antidiabetic effects, consistent with findings from other Tragopogon [43,44]. This study presents a comprehensive list of chemicals found in the methanolic fraction of the T. dubius roots, corroborating earlier research [45]. Compounds like Kaempferol 3-sophoroside 7-glucoside, Kaempferol 3-O-β-D galactoside, Gossypetin 8-glucoside, and Curcumin diglucoside exhibit diverse pharmacological properties, suggesting their potentially utility in developing a chemo-axonomical library for plant identification of this plant as reported previously [46,47]. GC/MS and HRLC/MS analyses revealed 17 compounds in TdRM, and 2 compounds each in TdRM-1 and TdRM-2 fractions. These compounds include as fatty acid esters, alkanes, alkenes, diterpenes, triterpenes, phenols, and sugar alcohols. Previous studies have associated compounds such as 2,4-Di-tert-butylphenol, Hexadecanoic acid, Neophytadiene, Tetradecamethylcycloheptasiloxane detected in the GC-MS analysis with antimicrobial, antioxidant, antiseptic, hair conditioning, skin conditioning, anticancer, and anti-inflammatory properties [47,48]. These phytoconstituents likely contribute to the observed antioxidant and anticancer activities, supporting the pharmacognostic potential of T. dubius. FT-IR analysis of the methanolic root extract and isolated fractions of T. dubius revealed functional groups corresponding to components identified in the GS-MS analysis. These compounds include alcohols, phenols, alkenes, alkanes, and esters consistent with previous studies [46,48]. The methanolic root extract of TdRM was found to possess a high total phenolic content (35.2 ± 0.01 mg GAE/g DW) and total flavonoid content (28.77 ± 1.11 mg RE/g DW) compared to its isolated fractions. Previous studies on total phenolic content in methanolic, ethyl acetate and aqueous leaf extracts of T. dubius reported lower values compared to TdRM [8,12] Tawaha et al. [48] considered any value exceeding 20 mg GAE/g DW of plant extract exceptionally high, indicating the abundance of polyphenols in T. dubius methanolic root extract. Flavonoids are well-known for their ability to inhibit various diseases, including cancer and cardiovascular disorders [21,49]. Compared to other Mediterranean dietary plants, T. dubius is believed to have a relatively high flavonoid content, suggesting potential medicinal benefits of the plant [[50], [51], [52]]. In all three antioxidant tests of the present study, the TdRM-2 fraction exhibited the highest radical scavenging activity, with IC50 values of 51.29 μg/mL, 60.03 μg/mL, and 55.10 μg/mL, respectively. Weak antioxidant was observed in the crude TdRM extract with IC50 of 132.52 μg/mL in DPPH, 128.28 μg/mL in superoxide assay and 173.87 μg/mL in the ABTS assay. The antioxidant potential of TdRM-2 fraction can be attributed to the presence of diterpene, Neophytadiene, as detected in GC-MS analysis. Previous studies support antioxidant potential of diterpene, Neophytadiene [12]. The antioxidant potential of T. dubius leaf extracts in water, methanol, and ethyl acetate was assessed by Uysal et al. [8], indicating that methanolic and ethyl acetate extracts had promising antioxidant effects, with values of 205 and 159 mg/g extract and 1.56 and 2.26 nmol TE/g, respectively.

The TdRM fraction of the plant extract exhibited dose dependent reduction in cell survival percentages in MCF-7, A549, and LN-18 cancer cell lines. These findings are supported by several studies demonstrating the antiproliferative and apoptotic efficiencies of various Tragopogon species, such as T. porrrifolius, T. pratensis, T. malicus, and T. gramnifolius, and their potential anti-proliferative effects on the growth of cancer cells [8,43]. Notably, the TdRM-2 fraction showed better antiproliferative activity than the crude extract, marking this is the first report on the antiproliferative potential of root extract/fractions of T. dubius. The antiproliferative and apoptotic potential of TdRM and its isolated fractions against the three cancer cell lines, A549, LN-18, and MCF-7, was highest in the TdRM-2 fraction. GC-MC analysis identified two compounds in the TdRM-2 fraction—Neophytadene, a diterpene, and Hydrazinecarboxamide, a monocarboxylic acid amide. These compounds might be responsible for the fraction's antiproliferative and apoptotic activities. Neophytadiene has been shown to reduce skin damage caused by free radicals and possesses antimicrobial, anti-inflammatory, and analgesic properties [53,54]. Diterpenes and their derivatives are known to act as potential anticancer agents [55,56]. Similarly, derivatives of Hydrazinecarboxamide have demonstrated potent anticancer activities [57,58]. Cell death mechanisms caused by TdRM-2 fraction were observed through cell morphology assays, where the acute toxicity was accompanied by morphological change in A549, LN-18, and MCF-7 cells, particularly at the GI50 concentration. Fluorescence microscopy, providing exemplary images of apoptotic bodies and chromatin condensation compared to non-apoptotic control cells, is widely used to measure the amount of apoptosis in DAPI-stained nuclei. AO and EB dual-stained TdRM-2 treated cells also displayed the distinctive staining pattern, demonstrating the concentration-dependent induction of apoptosis. According to Garro et al. [59] EB can only enter cells with compromised membrane integrity to interact with DNA and produce yellow to orange fluorescence, depending on the stage of apoptosis. In contrast, AO can pass through intact cell membranes and stain nuclei green. The intrinsic cell death pathway is associated with changes in mitochondrial membrane potential, which were investigated using the voltage-dependent, mitochondria-specific fluorescent probe Rhodamine-123. Fluorescence microscopy revealed a TdRM-2-induced dose-dependent reduction in mitochondrial membrane potential.

Flow cytometry using annexin V/propidium iodide (PI) staining is widely employed to distinguish viable, apoptotic, and necrotic cells based on plasma membrane integrity and permeability [60,61]. PI enters cells with compromised membranes, staining necrotic or late apoptotic cells. In contrast, annexin V binds to phosphatidylserine exposed on the outer leaflet of the plasma membrane early in apoptosis, marking cells in early apoptosis [62]. Apoptotic cells are annexin V-positive and PI-negative, necrotic cells are positive for both annexin V and PI, and viable cells are negative for both stains. This dual staining method enables precise quantification and characterization of cell death mechanisms [63]. The data demonstrate that treatment with TdRM-2 increased the number of annexin V-positive cells (indicative of apoptosis) in A-549, LN-18, and MCF-7 cancer cells. This effect of TdRM-2 on apoptosis induction is comparable to the growth inhibition and apoptosis induction observed in human cancer cells treated with tea polyphenols, as evidenced by annexin V staining [64].

Our anticancer results supported previous studies carried on Tragopogon taxa and further highlighted the importance of using T. dubius active fractions as a therapeutic agent. No report exists on HPLC, GC–MS analysis, antioxidant, or anticancer activities of methanolic root extract and isolated fractions of T. dubius root. Thus, TdRM deserves more in-depth research from a phytopharmacological point of view, and recommends more high-quality evidence-based research on T. dubius for further development of plant-derived remedies and compounds.

5 Conclusion

The investigation on the methanolic root extract of T. dubius elucidated its rich phytochemical composition and diverse bioactivities. Through a comprehensive array of analytical techniques, including PTLC, UPLC-ESI-QTOF-MS, GC-MS, and FTIR, the study identified numerous metabolites and functional groups present in the extract and its fractions. The phytochemical screening highlighted the presence of important secondary metabolites such as flavonoids, phenols, alkaloids, and terpenoids, which are known for their bioactive properties. Furthermore, the antioxidant and anticancer activities of the extract and its fractions were evaluated, showcasing remarkable radical scavenging potential and significant antiproliferative effects against A549, LN-18, and MCF-7 cancer cell lines. Among the fractions, TdRM-2 emerged as particularly potent, demonstrating superior antioxidant and anticancer activities compared to TdRM-1 and the crude extract. Cytomorphological studies revealed apoptosis induction and disruption of mitochondrial membrane potential in cancer cells treated with TdRM-2, further elucidating its mechanism of action. These findings underscore the therapeutic potential of T. dubius as a source of natural antioxidants and anticancer agents, warranting further exploration for pharmaceutical applications.

Ethics statement

Not applicable.

Funding

The authors extend their appreciation to Researchers Supporting Project number (RSPD2024R965), 10.13039/501100002383 King Saud University , Riyadh, Saudi Arabia.

Data availability

The datasets generated during and/or analyzed during the current study are available from the corresponding author upon reasonable request.

Declarations consent to participate

All listed authors have been approved to participate in the manuscript.

CRediT authorship contribution statement

Sheikh Showkat Ahmad: Writing – original draft, Software, Investigation, Data curation. Grag Chandni: Software, Data curation. Rasdeep Kour: Writing – review & editing, Investigation, Conceptualization. Aashaq Hussain Bhat: Writing – review & editing, Visualization, Validation, Resources, Formal analysis, Funding acquisition, Project administration. Vaseem Raja: Validation, Resources. Sumit G. Gandhi: Investigation. Farid S. Ataya: Writing – review & editing, Resources, Project administration, Funding acquisition. Dalia Fouad: Writing – review & editing, Resources, Funding acquisition. Arunkumar Radhakrishnan: Resources. Satwinderjeet Kaur: Writing – review & editing, Validation, Supervision, Resources, Project administration, Formal analysis, Conceptualization.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgement

The authors express their gratitude to DBT, DST-PURSE, DST-FIST, Sophisticated Analytical Instrument Facility IIT Bombay and the Centre of Emerging Life Sciences at GNDU, Amritsar, India for providing the required facilities and support.
==== Refs
References

1 Atanasov A.G. Zotchev S.B. Dirsch V.M. The international natural product Sciences taskforce C.T. Supuran, Natural products in drug discovery: advances and opportunities, Nat Rev Drug Discov 20 2021 200 216 10.1038/s41573-020-00114-z
2 Parish R. Coupé R. Lloyd D. Plants of Southern Interior British Columbia 1996 Lone Pine
3 Layeghi‐Ghalehsoukhteh S. Jalaei J. Fazeli M. Memarian P. Shekarforoush S.S. Evaluation of ‘green’synthesis and biological activity of gold nanoparticles using Tragopogon dubius leaf extract as an antibacterial agent IET Nanobiotechnol. 12 2018 1118 1124 30964024
4 Younessi-Hamzekhanlu M. Abdipour M. Dejahang A. Sabzi-Nojadeh M. Amani M. Herbals used in western Iran as food and for health treatments Biodiversity, Conservation and Sustainability in Asia: Volume 1: Prospects and Challenges in West Asia and Caucasus 2021 Springer 547 599
5 Râpeanu M. Dică I.C. Greere M. Crivineanu M. Crivineanu V. Plante în tratamentul bolilor parazitare la om și animal 2001 Editura All Bic București 374
6 Moromete C. Badea V. Arcuş M. Bucur L. Roşoiu B. Study of the antibacterial and antifungal effect of the Tragopogon dubius Scop. (Asteraceae) aqueous extracts Studia Universitatis Vasile Goldis Seria Stiintele Vietii (Life Sciences Series) 26 2016 473 478
7 Wagner C.S. De Gezelle J. Robertson M. Robertson K. Wilson M. Komarnytsky S. Antibacterial activity of medicinal plants from the Physicians of Myddvai, a 14th century Welsh medical manuscript J. Ethnopharmacol. 203 2017 171 181 28344030
8 Uysal S. Senkardes I. Mollica A. Zengin G. Bulut G. Dogan A. Glamočlija J. Soković M. Lobine D. Mahomoodally F.M. Biologically active compounds from two members of the Asteraceae family: Tragopogon dubius Scop. and Tussilago farfara L J. Biomol. Struct. Dyn. 37 2019 3269 3281 10.1080/07391102.2018.1506361 30058457
9 Tanaka T. Nakao S. Tanaka's Cyclopedia of Edible Plants of the World 1976
10 Gairola S. Sharma J. Bedi Y.S. A cross-cultural analysis of Jammu, Kashmir and Ladakh (India) medicinal plant use J. Ethnopharmacol. 155 2014 925 986 24952280
11 Kroschewsky J. Mabry T.J. Markham K. Alston R.E. Flavonoids from the genus Tragopogon (compositae) Phytochemistry 8 1969 1495 1498
12 Uysal S. Senkardes I. Mollica A. Zengin G. Bulut G. Dogan A. Glamočlija J. Soković M. Lobine D. Mahomoodally F.M. Biologically active compounds from two members of the Asteraceae family: Tragopogon dubius Scop. and Tussilago farfara L J. Biomol. Struct. Dyn. 37 2018 3269 3281 30058457
13 Handa S. An overview of extraction techniques for medicinal and aromatic plants Extraction Technologies for Medicinal and Aromatic Plants 1 2008 21 40
14 Sung H. Ferlay J. Siegel R.L. Laversanne M. Soerjomataram I. Jemal A. Bray F. Global cancer statistics 2020: globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries CA A Cancer J. Clin. 71 2021 209 249 10.3322/caac.21660
15 Huang M. Liu C. Shao Y. Zhou S. Hu G. Yin S. Pu W. Yu H. Anti-tumor pharmacology of natural products targeting mitosis Cancer Biology & Medicine 19 2022 774 35699421
16 Sharma N. Thakur S. Kour R. Kumar A. Ahmad A. Kaushik P. Raja V. Jain S.K. Kaur S. Plumbago zeylanica L. exhibited potent anticancer activity in Ehrlich ascites carcinoma bearing Swiss albino mice J. King Saud Univ. Sci. 35 2023 102932
17 Taghizadeh M.S. Niazi A. Moghadam A. Afsharifar A.R. The potential application of the protein hydrolysates of three medicinal plants: cytotoxicity and functional properties J. Food Sci. 85 2020 3160 3167 32885425
18 Taghizadeh M.S. Niazi A. Moghadam A. Afsharifar A. Experimental, molecular docking and molecular dynamic studies of natural products targeting overexpressed receptors in breast cancer PLoS One 17 2022 e0267961
19 Zhao L. Zhang B. Doxorubicin induces cardiotoxicity through upregulation of death receptors mediated apoptosis in cardiomyocytes Sci. Rep. 7 2017 44735 10.1038/srep44735
20 Oun R. Moussa Y.E. Wheate N.J. The side effects of platinum-based chemotherapy drugs: a review for chemists Dalton Trans. 47 2018 6645 6653 10.1039/C8DT00838H 29632935
21 Taghizadeh M.S. Niazi A. Moghadam A. Afsharifar A.R. Novel bioactive peptides of Achillea eriophora show anticancer and antioxidant activities Bioorg. Chem. 110 2021 104777
22 Putri S.P. Nakayama Y. Matsuda F. Uchikata T. Kobayashi S. Matsubara A. Fukusaki E. Current metabolomics: practical applications J. Biosci. Bioeng. 115 2013 579 589 10.1016/j.jbiosc.2012.12.007 23369275
23 Yuliana N.D. Jahangir M. Verpoorte R. Choi Y.H. Metabolomics for the rapid dereplication of bioactive compounds from natural sources Phytochemistry Rev. 12 2013 293 304 10.1007/s11101-013-9297-1
24 Syabana M.A. Yuliana N.D. Batubara I. Fardiaz D. α-glucosidase inhibitors from Syzygium polyanthum (Wight) Walp leaves as revealed by metabolomics and in silico approaches J. Ethnopharmacol. 282 2022 114618 10.1016/j.jep.2021.114618
25 Rahman Z. Singh V.P. The relative impact of toxic heavy metals (THMs)(arsenic (As), cadmium (Cd), chromium (Cr)(VI), mercury (Hg), and lead (Pb)) on the total environment: an overview Environ. Monit. Assess. 191 2019 1 21
26 Nandi S. Nag A. Khatua S. Sen S. Chakraborty N. Naskar A. Acharya K. Calina D. Sharifi‐Rad J. Anticancer activity and other biomedical properties of β‐sitosterol: bridging phytochemistry and current pharmacological evidence for future translational approaches Phytother Res. 38 2024 592 619 37929761
27 Kujur R. Singh V. Ram M. Yadava H.N. Singh K. Kumari S. Roy B. Antidiabetic activity and phytochemical screening of crude extract of Stevia rebaudiana in alloxan-induced diabetiis rats Phcog. J. 2 2010 27 32
28 Shaikh J.R. Patil M. Qualitative tests for preliminary phytochemical screening: an overview Int. J. Chem. Stud. 8 2020 603 608
29 Fardiyah Q. Kurniawan F. Ersam T. Slamet A. Preliminary Phytochemical Screening and Fluorescence Characterization of Several Medicinal Plants Extract from East Java Indonesia 2020 IOP Publishing 012008
30 Yu L. Haley S. Perret J. Harris M. Wilson J. Qian M. Free radical scavenging properties of wheat extracts J. Agric. Food Chem. 50 2002 1619 1624 11879046
31 Kim D.-O. Jeong S.W. Lee C.Y. Antioxidant capacity of phenolic phytochemicals from various cultivars of plums Food Chem. 81 2003 321 326
32 Blois M.S. Antioxidant determinations by the use of a stable free radical Nature 181 1958 1199 1200 10.1038/1811199a0
33 Nishikimi M. Appaji Rao N. Yagi K. The occurrence of superoxide anion in the reaction of reduced phenazine methosulfate and molecular oxygen Biochem. Biophys. Res. Commun. 46 1972 849 854 10.1016/S0006-291X(72)80218-3 4400444
34 Suseela V. Gopalakrishnan V. Varghese S. In vitro antioxidant studies of fruits of Artemisia nilagirica (Clarke) Pamp Indian J. Pharmaceut. Sci. 72 2010 644 10.4103/0250-474X.78538
35 Mannarreddy P. Denis M. Munireddy D. Pandurangan R. Thangavelu K.P. Venkatesan K. Cytotoxic effect of Cyperus rotundus rhizome extract on human cancer cell lines Biomed. Pharmacother. 95 2017 1375 1387 10.1016/j.biopha.2017.09.051 28946185
36 Puja P. Vinita N.M. Devan U. Velangani A.J. Srinivasan P. Yuvakkumar R. Arul Prakash P. Kumar P. Fluorescence microscopy‐based analysis of apoptosis induced by platinum nanoparticles against breast cancer cells Appl. Organomet. Chem. 34 2020 e5740 10.1002/aoc.5740
37 Carabajal M.P.A. Isla M.I. Zampini I.C. Evaluation of antioxidant and antimutagenic activity of herbal teas from native plants used in traditional medicine in Argentina South Afr. J. Bot. 110 2017 258 265 10.1016/j.sajb.2016.10.006
38 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 86 1998 63 69 9894786
39 Anwar N. Teo Y.K. Tan J.B.L. The role of plant metabolites in drug discovery: current challenges and future perspectives, Natural Bio-Active Compounds: volume 2: chemistry Pharmacology and Health Care Practices 2019 25 51
40 Dehelean C.A. Marcovici I. Soica C. Mioc M. Coricovac D. Iurciuc S. Cretu O.M. Pinzaru I. Plant-derived anticancer compounds as new perspectives in drug discovery and alternative therapy Molecules 26 2021 1109 33669817
41 Chen M.-X. Huo J.-M. Hu J. Xu Z.-P. Zhang X. Amaryllidaceae alkaloids from Crinum latifolium with cytotoxic, antimicrobial, antioxidant, and anti-inflammatory activities Fitoterapia 130 2018 48 53 10.1016/j.fitote.2018.08.003 30114468
42 Haq I. Imran M. Nadeem M. Tufail T. Gondal T.A. Mubarak M.S. Piperine: a review of its biological effects Phytother Res. 35 2021 680 700 10.1002/ptr.6855 32929825
43 Calderon-Montano J.M. Burgos-Moron E. Perez-Guerrero C. Lopez-Lazaro M. A review on the dietary flavonoid kaempferol Mini-Rev. Med. Chem. 11 2011 298 344 10.2174/138955711795305335 21428901
44 Polimati H. Pragada R.R. Thuan N.H. Tatipamula V.B. Hepatoprotective potential of bioflavonoids Studies in Natural Products Chemistry 2022 Elsevier 259 285 10.1016/B978-0-12-823944-5.00014-4
45 Mancini A. Imperlini E. Nigro E. Montagnese C. Daniele A. Orrù S. Buono P. Biological and nutritional properties of palm oil and palmitic acid: effects on health Molecules 20 2015 17339 17361 10.3390/molecules200917339 26393565
46 Balakrishnan R. Vijayraja D. Jo S.-H. Ganesan P. Su-Kim I. Choi D.-K. Medicinal profile, phytochemistry, and pharmacological activities of Murraya koenigii and its primary bioactive compounds Antioxidants 9 2020 101 31991665
47 Dos Santos J.S. Suzan A.J. Bonafé G.A. Fernandes A.M.A.D.P. Longato G.B. Antônio M.A. Carvalho P.D.O. Ortega M.M. Kaempferol and biomodified kaempferol from Sophora japonica extract as potential sources of anti-cancer polyphenolics against high grade glioma cell lines Int. J. Mol. Sci. 24 2023 10716 10.3390/ijms241310716
48 Tawaha K. Alali F. Gharaibeh M. Mohammad M. Elelimat T. Antioxidant activity and total phenolic content of selected Jordanian plant species Food Chem. 104 2007 1372 1378 10.1016/j.foodchem.2007.01.064
49 Conforti F. Sosa S. Marrelli M. Menichini F. Statti G.A. Uzunov D. Tubaro A. Menichini F. Loggia R.D. In vivo anti-inflammatory and in vitro antioxidant activities of Mediterranean dietary plants J. Ethnopharmacol. 116 2008 144 151 10.1016/j.jep.2007.11.015 18164564
50 Greay S.J. Hammer K.A. Recent developments in the bioactivity of mono- and diterpenes: anticancer and antimicrobial activity Phytochemistry Rev. 14 2015 1 6 10.1007/s11101-011-9212-6
51 Qadir S.U. Raja V. Herbal medicine: old practice and modern perspectives Phytomedicine 2021 Elsevier 149 180
52 Sharma A. Aggarwal N. Kumar N. Singh Panwar R. Patial P. Kumar Sharma N. Bala K. Sharma N. Tripathi S. Raja V. Malhotra S. Magnetically separable mg−zn ferrite nanoparticles synthesized using Ocimum basilicum leaf extract potentiates cytotoxicity: in vitro ChemistrySelect 8 2023 e202300423 10.1002/slct.202300423
53 Lokapur V. Jayakar V. Shantaram M. Phytochemical investigation, chemical composition and in vitro antioxidant activities of various crude extracts of Holigarna ferrugenia Marchand Medicinal Plants - International Journal of Phytomedicines and Related Industries 14 2022 72 83 10.5958/0975-6892.2022.00008.9
54 Asif A. Ishtiaq S. Kamran S.H. Waseem R. Fatima S.F. Rehman S. UHPLC–MS and GC–MS phytochemical profiling, amelioration of pain and inflammation with chloroform extract of Funaria hygrometrica Hedw. via modulation of inflammatory biomarkers Inflammopharmacology 31 2023 1879 1892 10.1007/s10787-023-01207-y 37010719
55 Islam M.T. Diterpenes and their derivatives as potential anticancer agents Phytother Res. 31 2017 691 712 28370843
56 Acquaviva R. Malfa G.A. Loizzo M.R. Xiao J. Bianchi S. Tundis R. Advances on natural abietane, labdane and clerodane diterpenes as anti-cancer agents: sources and mechanisms of action Molecules 27 2022 4791 10.3390/molecules27154791 35897965
57 Kakadiya R. Dong H. Kumar A. Narsinh D. Zhang X. Chou T.-C. Lee T.-C. Shah A. Su T.-L. Potent DNA-directed alkylating agents: synthesis and biological activity of phenyl N-mustard–quinoline conjugates having a urea or hydrazinecarboxamide linker Bioorg. Med. Chem. 18 2010 2285 2299 10.1016/j.bmc.2010.01.061 20181487
58 Krátký M. Baranyai Z. Štěpánková Š. Svrčková K. Švarcová M. Stolaříková J. Horváth L. Bősze S. Vinšová J. N-Alkyl-2-[4-(trifluoromethyl) benzoyl] hydrazine-1-carboxamides and their analogues: synthesis and multitarget biological activity Molecules 25 2020 2268 10.3390/molecules25102268 32408517
59 Garro A. Velez P. Miotti N. Alasino R. Beltramo D.M. Ethidium bromide and SYBR Green I interact with, lipid micelles Chem. Sci. J. 8 2017 1000152
60 Vermes I. Haanen C. Steffens-Nakken H. Reutellingsperger C. A novel assay for apoptosis Flow cytometric detection of phosphatidylserine expression on early apoptotic cells using fluorescein labelled Annexin V J. Immunol. Methods 184 1995 39 51 10.1016/0022-1759(95)00072-I 7622868
61 Vermes I. Haanen C. Reutelingsperger C. Flow cytometry of apoptotic cell death J. Immunol. Methods 243 2000 167 190 10.1016/S0022-1759(00)00233-7 10986414
62 Cornelissen M. Philippé J. De Sitter S. De Ridder L. Annexin V expression in apoptotic peripheral blood lymphocytes: an electron microscopic evaluation Apoptosis 7 2002 41 47 11773704
63 Fried J. Perez A.G. Clarkson B.D. Flow cytofluorometric analysis of cell cycle distributions using propidium iodide. Properties of the method and mathematical analysis of the data J. Cell Biol. 71 1976 172 181 10.1083/jcb.71.1.172 61966
64 Yang G. Inhibition of growth and induction of apoptosis in human cancer cell lines by tea polyphenols Carcinogenesis 19 1998 611 616 10.1093/carcin/19.4.611 9600345
