Abstract
Background/Aim: Placenta accreta spectrum (PAS) is characterized by abnormal placental adherence/invasion at a scarred implantation bed. Endoplasmic reticulum (ER) stress signaling via inositol-requiring enzyme 1 (IRE1) and protein kinase RNA-like endoplasmic reticulum kinase (PERK) shapes trophoblast behavior, but its interface-specific role in PAS is unclear. We evaluated IRE1 and PERK immunoreactivity in extravillous trophoblast (EVT) subsets to test associations with PAS severity and maternal outcomes.
Patients and Methods: In a retrospective series from a tertiary center, cesarean hysterectomy specimens for PAS and gestational age-matched cesarean controls were analyzed. Immunohistochemistry for IRE1 and PERK was performed on basal plate regions, with semiquantitative immunoreactivity score (IRS:0-12) recorded for EVT subtypes. Associations with clinicopathological parameters and with negative controls were examined with bivariate analyses.
Results: IRE1 expression showed no significant associations with clinicopathological parameters. PERK IRS was significantly higher in PAS obstetrical hysterectomy specimens than in controls (mean 9.40±1.96 vs. 4.17±1.52; p<0.001). Across PAS subtypes (accreta/increta/percreta), PERK-IRS varied numerically but not significantly. Within PAS, PERK-IRS was negatively associated with maternal complications (p=0.035).
Conclusion: PERK-IRS was elevated at the stressed implantation interface in PAS relative to normal placentation, while IRE1 showed no clear differential signal with the current assay. Paradoxically, within PAS, lower local PERK-IRS signal correlated with complications, suggesting that the magnitude/timing of PERK engagement may influence operative risk. Larger studies incorporating activation-specific markers are warranted to refine biological stratification and prognostication in PAS.
- Placenta accreta spectrum
- extravillous trophoblast
- PERK
- IRE1
- endoplasmic reticulum stress
- immunohistochemical expression
Introduction
Placenta accreta spectrum (PAS), encompassing accreta, increta, and percreta, arises when chorionic villi abnormally attach to or invade the uterine wall, most often in the setting of prior uterine scarring and placenta previa (1). Histologically, the villous tissue may contact myometrium or cervical stroma directly, with anchoring mediated by a cellular layer of extravillous trophoblast (EVT) rather than by an intervening decidua (1). Contemporary classifications grade PAS by the depth of invasion and extent of local tissue disruption, reflecting a continuum from non-invasive adherence to serosal breach and involvement of adjacent organs (1, 2). Although PAS confers profound maternal morbidity, its molecular etiology remains incompletely defined (3).
Current models converge on two, non-exclusive mechanisms, in which the first is a primary failure of normal decidualization at the endometrial-myometrial interface, often related to cesarean scar remodeling that permits abnormally deep anchoring of villi, and secondly, context-dependent changes in EVT differentiation and invasiveness (3, 4). EVTs, frequently described as “pseudo-tumor” cells because their migratory and invasive behaviors mirror cancer hallmarks, populate the nonvillous compartments of the placenta (chorionic plate, columns and cell islands, septa, fibrinoid, marginal zone, and basal plate) and orchestrate implantation, vascular remodeling, and immune tolerance (5). Within trophoblast cell columns, distal, non-proliferative EVTs include small spindle-shaped invasive cells that traverse into the inner myometrium, larger polygonal ‘X’ cells that accumulate in the basal plate and embed in abundant extracellular matrix (sometimes persisting years after pregnancy), and multinucleated trophoblastic giant cells that localize near the endometrial-myometrial border (1, 6, 7). These spatially and functionally distinct EVT subsets provide a rational target for pathobiological investigation in PAS, where excessive invasion is juxtaposed with deficient decidualization.
Endoplasmic reticulum (ER) stress and its adaptive signaling network, the unfolded protein response (UPR), have emerged as key regulators of placental development (8). A “stress paradox” has been proposed whereby moderate activation of the inositol-requiring enzyme 1 (IRE1) pathway supports successful decidualization, while insufficient or excessive activation perturbs this process (9). Molecularly, the UPR is coordinated by the ER chaperone 78-kDa glucose-regulated protein/binding immunoglobulin protein (GRP78/BiP) and three canonical stress sensors: IRE1α, protein kinase RNA-like endoplasmic reticulum kinase (PERK), and Activating transcription factor 6 (ATF6). Upon ER stress, GRP78 dissociates, permitting IRE1αdependent splicing of X-box binding protein 1 (XBP1) mRNA to its active form, PERKmediated phosphorylation of eukaryotic translation initiation factor 2A (eIF2α) with selective translation of activating transcription factor 4 (ATF4), and ATF6 trafficking to the Golgi for site-1 protease/site-2 protease (S1P/S2P) proteolysis and nuclear entry (10). When stress is prolonged or severe, proapoptotic effectors such as CCAAT-enhancer-binding protein homologous protein (CHOP) are induced, shifting the response from adaptation to cell death (11).
Although the ERstress/UPR axis has not been systematically profiled in PAS, several lines of evidence implicate it as a plausible contributor. ER stress is a wellestablished feature of placental maladaptation in pre-eclampsia and growth restriction, and maternal factors can directly induce UPR activation in placental explants and trophoblasts (12).
We therefore hypothesize that dysregulated UPR signaling at the maternal-fetal interface specifically within IRE1 and PERK pathways perturbs EVT differentiation and function, contributing to abnormal anchoring and depth of invasion in PAS. Defective decidualization and disordered trophoblast invasion are central to PAS, yet the contribution of ER stress signaling at the maternal-fetal interface remains insufficiently defined (13, 14). The IRE1α and PERK branches of the UPR regulate protein quality control, cell survival, and invasive behavior, processes that are fundamental in EVT differentiation and anchoring (10, 15). We therefore posit that aberrant activation of these sensors disrupts EVT function and promotes abnormal depth of placental attachment. Guided by this rationale, we examined IRE1 and PERK expression in EVTs from PAS and from uncomplicated placentas and assessed whether expression patterns may be associated with histological severity and maternal outcomes, including estimated blood loss and transfusion. This approach tests whether UPR activity is a marker of disease severity or a mechanistic participant in the transition from physiological to pathological placentation.
Patients and Methods
Data collection. Placental specimens were retrospectively collected at the Second Department of Obstetrics and Gynecology of Thessaloniki (Hippokratio General Hospital of Thessaloniki, Aristotle University of Thessaloniki, Thessaloniki, Greece) from women undergoing cesarean hysterectomy for clinically and sonographically confirmed PAS between January 2019 and July 2025, alongside control term placentae collected at elective cesarean delivery. Patients’ data were retrieved from the patients’ medical history files from our department. PAS cases were stratified according to the Modern Pathology 2020 grading system into accreta (grade 2), increta (grade 3A/D), and percreta (grade 3E), based on intraoperative findings and histopathological confirmation. Control placentae were matched for gestational age (37-39 weeks) and lacked clinical or histological evidence of abnormal invasion (1). From each specimen, full-thickness tissue blocks including basal plate and adjacent myometrium were fixed in 10% neutral-buffered formalin for 24 h, dehydrated through graded alcohols, and embedded in paraffin; 4-μm sections were cut on a rotary microtome and mounted on poly-L-lysine-coated slides.
Tissue processing and immunohistochemistry. Tissue sections with a thickness of 2 to 2.5 μm were baked at 70°C for 30 min and then placed overnight in an oven with a gradual temperature decrease from 60°C to 23°C in order to facilitate the removal of residual paraffin. Immunohistochemistry was performed using a BOND MAX automated stainer (Leica Biosystems, Nussloch, Germany). After deparaffinization and heat-induced epitope retrieval in EDTA at 98°C for 20 min, endogenous peroxidase activity was blocked for 10 min. The sections were incubated with primary antibodies: rabbit polyclonal IRE1 (E AB 93217; Elabscience, Houston, TX, USA) and mouse monoclonal PERK (B 5; sc 377400; Santa Cruz Biotechnology, Inc., Santa Cruz, CA, USA), both applied at a dilution of 1:50. Detection was performed using a polymer system for 10 min followed by visualization with diaminobenzidine chromogen for 10 min. The slides were counterstained with Mayer’s hematoxylin, dehydrated, cleared in xylene, and examined with a Nikon Eclipse E200 microscope (Nikon Corporation, Tokyo, Japan). Pancreatic tissue was used as the positive control, while omission of the primary antibodies served as the negative control.
Immunohistochemistry scoring. For semi-quantitative assessment, the immunoreactivity score (IRS) system was applied to evaluate staining in distinct EVT subpopulations: spindle-shaped invasive cells, polygonal X cells, and multinucleated giant cells identified by morphology within the basal plate. Five high-power fields (400×) per section were imaged using a Nikon Eclipse E200 microscope with DP74 camera (Olympus, Hamburg, Germany). For each field, the staining intensity was graded as 0 (no staining), 1 (weak), 2 (moderate), or 3 (strong), and the percentage of positive cells was scored as 0 (<5%), 1 (5-25%), 2 (26-50%), 3 (51-75%), or 4 (>75%).
We specifically assessed IRE1 and PERK expression in the intermediate (small spindle-shaped) EVT cells located in the distal third of the trophoblast cell columns (the so-called ‘intermediate’ EVT population). These non-proliferative, invasive EVT were identified morphologically on serial hematoxylin and eosin-stained sections, and their immunoreactivity was scored using the IRS system exactly as for the other EVT subtypes (polygonal ‘X’ cells and multinucleated giant cells). The IRS for each field was calculated by multiplying the intensity and percentage scores (range=0-12), and mean IRS values were determined per EVT subtype and per case. The mean IRS for IRE1 and PERK in the intermediate trophoblasts was then compared across control, accreta, increta, and percreta cases (1, 16).
Ethical considerations. This study was conducted in accordance with the Declaration of Helsinki and its later amendments or comparable ethical standards. Written informed consent was waived from all participants due to the retrospective nature of the study, and the study protocol was approved by the Institutional Review Board (24243-2/2-6-2025).
Statistical analysis. Continuous variables are described as means and standard deviations when exhibiting Gaussian distribution, or with interquartile range (IQR) when not. Count variables are described with IQR and categorical variables as frequencies and proportions. Scores for IRE1 were dichotomized as “expression present” for scores 2 or 4, since no other values were recorded, versus “no expression”; for PERK, the score was treated as a continuous variable.
Statistical tests between binary IRE1 groups were performed with Welch two-sample t-test for normally distributed continuous variables, Wilcoxon rank-sum tests with continuity correction for discrete and non-normally distributed continuous variables, and Pearson’s Chi-squared test with simulated p-value for categorical variables. For PERK score, continuous and discrete variables were examined for linear correlations using Pearson’s correlation coefficient; for binary variables by Wilcoxon rank-sum test with continuity correction, and for discrete variables with Kruskal-Wallis rank-sum test. Additionally, comparisons of binary IRE1 and PERK IRS with a control group (n=7) with no hysterectomy were performed. All statistical analyses were conducted in R version 4.5.1 (R Foundation for Statistical Computing, Vienna, Austria).
Results
A total of 21 and 20 cases were evaluable for IRE1 and PERK expression, respectively. A separate control cohort of seven women without hysterectomy served as a secondary comparison group. Descriptive statistics and comparison of IRE1 and PERK for various gynecological outcomes and controls are provided in Table I.
Descriptive statistics and comparison of inositol-requiring enzyme 1 (IRE1) and protein kinase R-like endoplasmic reticulum kinase (PERK) immunoreactivity score (IRS) by various clinicopathological parameters and with controls.
In PAS specimens, IRE1 immunoreactivity was absent or minimal in EVTs: representative fields show negative staining in the basal layer and in large polygonal X cells, with only weak positivity in a subset of grade 3E cases (Figure 1). In contrast, PERK displayed clear cytoplasmic expression across PAS grades, ranging from positive staining in grade 3D to strong labeling in polygonal ‘X’ cells in grade 2 and in the more distal cells of the basal layer in grade 1 (Figure 2). By comparison, control placentas showed no detectable staining for PERK nor IRE1 in basal-layer EVTs (Figure 3). Collectively, these images illustrate a differential pattern, with preserved/augmented PERK activation and low IRE1 signal in PAS, versus negligible expression of both markers in controls.
Expression of inositol-requiring enzyme 1 in extravillous trophoblast cells of the basal layer of placenta accreta spectrum tissues. (A) Placenta accreta spectrum disorder grade 3D. Lack of staining in extravillous trophoblast cells of the basal layer (magnification ×100). (B) Placenta accreta spectrum grade 2. Lack of staining in large polygonal extravillous ‘X’ trophoblast cells (magnification ×100). (C) Placenta accreta spectrum tissue grade 3E. Weakly positive staining in extravillous trophoblast cells of the basal layer (magnification ×40).
Protein kinase R-like endoplasmic reticulum kinase expression in extravillous trophoblast cells of the basal layer of placenta accreta spectrum tissues (A) Placenta accreta spectrum tissues grade 3D. Positive cytoplasmic expression in extravillous trophoblast cells of the basal layer. (B) Placenta accreta spectrum grade 2. Strong cytoplasmic expression in large polygonal extravillous ‘X’ trophoblast cells. (C) Placenta accreta spectrum grade 1. Strong cytoplasmic expression in the more distal cells of the basal layer of the trophoblast cell columns. Original magnification: ×100.
Control group of normal healthy placental tissue. Lack of staining of protein kinase R-like endoplasmic reticulum kinase (A) inositol-requiring enzyme 1 (B) in extravillous trophoblast cells of the basal layer in the control group of healthy placental tissues. Original magnification: ×100.
Demographically, maternal age did not differ significantly between women with and without IRE1 expression (mean 39.0±7.1 vs. 35.9±6.1 years; p=0.381), nor did PERK scores correlate with age (ρ=−0.247; p=0.238). Gestational age at delivery was likewise similar by IRE1 status (32.7±4.3 vs. 34.9±3.1 weeks; p=0.098) and uncorrelated with PERK (ρ=−0.188; p=0.415). Parity and number of prior cesarean deliveries showed no association with IRE1 expression (p=0.368 for both) and did not correlate with PERK (ρ=0.217 and p=0.344 for both).
When examining operative interventions and the presence of placenta previa, rates of radical hysterectomy, obstetric hysterectomy, salpingo-oophorectomy, and previa did not differ by IRE1 expression (all p≥0.331). Similarly, median PERK scores were comparable between women undergoing versus not undergoing each procedure: radical hysterectomy (all p≥0.145).
In contrast, analysis of maternal complications revealed a significant association with PERK expression. Women experiencing complications had lower median PERK scores compared to those without complications [9 (IQR=8-9) vs. 10.5 (8-12); p=0.035], while complication rates did not differ by IRE1 status (p=0.273). Across PAS subtypes (accreta, increta, percreta), IRE1 expression was evenly distributed (p=0.134), and PERK scores varied, with 8.5 (IQR=8.25-8.75) in accreta, 12 (IQR=12-12) in increta, and 9 (IQR=8-9) in percreta, without reaching statistical significance (p=0.314).
Finally, comparison with the non-hysterectomy control group demonstrated no association between IRE1 expression and hysterectomy status (p=0.245). However, PERK scores were markedly higher in the hysterectomy cohort than in controls (mean 9.3±1.93 vs. 4.17±1.52; p<0.001).
Discussion
In this study, we examined associations between expression IRS and clinicopathological variables. While neither IRE1 nor PERK correlated with baseline demographic or obstetric variables, PERK scores were lower in those with maternal complications, and elevated PERK was found in PAS cases in comparison to controls (normal placenta cases). These findings that may inform the role of ER stress pathways in PAS pathology.
Our study demonstrates a selective increase of the PERK-IRS of the UPR at the placental-myometrial interface in PAS, with significantly higher PERK immunoreactivity in EVT-rich regions compared with cesarean controls, and an association between higher PERK-IRS and maternal complications. In contrast, dichotomized IRE1 staining did not differ between groups and neither PERK-IRS nor IRE1-IRS varied by accreta, increta, or percreta category. These results fit the contemporary view that PAS arises primarily from a maternal implantation bed defect overlying a uterine scar, in which decidual deficiency and an altered myometrial interface expose anchoring trophoblasts to hypoperfusion, intermittent hypoxia-reoxygenation, oxidative stress, and inflammation, all of which can trigger UPR signaling (17-19).
The broader placental literature provides a clear framework for interpreting these findings. Placental ER stress represses transcription of placental growth factor through ATF4 and ATF6β, offering a mechanistic bridge to angiogenic imbalance in pre-eclampsia. Mizuuchi et al. showed that ATF4 and ATF6β synergistically downregulate expression of placental growth factor in human trophoblast, directly linking ER stress to reduced output of placental growth factor (18). Evidence from human placentas indicates that ER stress is prominent in early-onset pre-eclampsia even in non-labored deliveries, implicating placental malperfusion as the upstream driver (8, 12). The process of spontaneous labor itself can acutely induce placental ER stress, emphasizing the importance of non-labored controls when comparing disease groups (20, 21). Moreover, circulating factors in sera from pre-eclamptic women are sufficient to activate UPR programs in explants and trophoblast cell lines, reducing placental growth factor and increasing canonical stress readouts, which supports a causal link between maternal milieu and placental stress signaling (22).
The balance and timing of ER stress appear to differ across placental syndromes. In early-onset pre-eclampsia, multiple UPR branches are activated, with robust molecular evidence of translational inhibition and stress signaling; late-onset pre-eclampsia typically shows a milder or more variable UPR activation pattern (23, 24). Yung et al. reported differential activation of placental UPR between early and late forms, providing molecular evidence that the early phenotype is more strongly stress driven (24). Consistent with this, Burton et al. synthesized earlier findings to argue that early-onset disease reflects severe malperfusion with pronounced ER stress, while the late-onset form is more influenced by maternal constitutional factors and displays less intense placental stress signaling (25). Our observation that PERK is selectively increased at the PAS interface resembles the early-onset pre-eclampsia pattern in its focal intensity at a stressed implantation niche, although in PAS, the etiological driver is the scarred decidual bed rather than primary defects in trophoblast invasion (3, 25).
Fetal growth restriction also shows a characteristic placental ER stress signature. Classic pathology and molecular studies document increased GRP94, CHOP, and phospho-eIF2α in fetal growth restriction (FGR) placentas, supporting translational attenuation and pro-apoptotic signaling in the syncytiotrophoblast and fetal endothelium (11). A broader review likewise concluded that ER stress is central to the small-placenta phenotype in FGR and early-onset pre-eclampsia, with oxidative stress superimposed in the latter (12). When compared with our data, the overlap is the prominence of translational control pathways at sites of greatest physiological strain. In PAS, however, the stress is spatially concentrated at anchoring villi abutting myometrium rather than diffusely affecting the villous tree, which may explain why we detected a sharp PERK signal at the interface without parallel changes across depth categories (1, 19).
Gestational diabetes mellitus (GDM) provides an informative metabolic comparator. Human placental studies demonstrate ER stress in GDM, including activation of the UPR in trophoblast exposed to hyperglycemia in vitro and ER stress readouts in GDM placentas in vivo (15, 26). Yung et al. reported ER stress in GDM placentas and proposed that chemical chaperones or antioxidant vitamins warrant exploration as modulators of this pathway (26). Subsequent work has implicated inflammatory signaling under ER stress control, suggesting a CHOP-peroxisome proliferator-activated receptor α-nuclear factor-κB axis in GDM, and has shown reduced histocompatibility antigen, class I, G (HLA-G) in EVTs from GDM placentas, a finding that highlights how metabolic stress can intersect with immune tolerance at the interface (27). While not on PAS, these studies illustrate that distinct maternal stressors selectively engage different UPR branches and downstream programs in trophoblast (27, 28). Relative to these conditions, our PAS specimens showed a focal and pronounced PERK predominance at the scarred interface, consistent with sustained local stress that enforces translational control and structural remodeling rather than a global placental response.
Mechanistically, PERK phosphorylates eIF2α to reduce global translation while enabling adaptive ATF4 programs; under sustained stress, CHOP induction can promote apoptosis. In trophoblast models, pro-inflammatory cytokines and pharmacological stress lower matrix metallopeptidase-2 and impair invasion in a PERK-dependent manner, while PERK pathway inhibition restores matrix metallopeptidase-2 and partially rescues invasive capacity (20). PERK also coordinates actin remodeling by interacting with filamin-A at ER-plasma membrane contact sites, providing a structural route by which local stress can alter cell-matrix engagement and adhesion (29). Taken together, these data offer a cogent explanation for our findings: in the decidual-deficient, hypoperfused implantation bed of PAS, sustained PERK engagement may favor firm adhesion and shallow but pathological anchoring of villi to the myometrium, increasing the risk of abnormal placental separation and hemorrhage without invoking an intrinsically hyper-invasive trophoblast phenotype (1, 2).
Of note, in the first-trimester, extravillous trophoblasts (EVTs) exhibit enhanced IRE1-XBP1s signaling compared with villous cytotrophoblasts. Partial IRE1 inhibition with 4μ8C during EVT differentiation reduced the proportion of surface HLA-G-positive cells without broadly altering lineage markers, suggesting that IRE1 supports antigen synthesis or trafficking required for immune tolerance (14). This baseline necessity suggests that both under- and overactivation might be detrimental depending on the context. Moreover, a study of human placentae from pre-eclamptic pregnancies found subtype-specific engagement of UPR branches. Early-onset pre-eclampsia (often with FGR) showed stronger PERK-eIF2α-ATF4/CHOP activity together with IRE1-dependent XBP1 splicing and ATF6 activation than late-onset disease (30).
The PAS interface emerges as a microanatomical zone where sustained local stress preferentially engages PERK. Our finding of correlation between higher PERK scores and maternal complications suggests that the magnitude of local UPR engagement may associated with operative complexity or hemorrhagic risk, a hypothesis that requires confirmation in larger cohorts with standardized grading and clinical endpoints (1, 31).
Methodologically, our targeted sampling of distal trophoblast cell columns and basal plate, combined with normal placental tissues controls, is a strength because ER stress is induced by labor and the invasive front is the biologically relevant site for PAS (21). Limitations include modest sample size, dichotomization of IRE1 and lack of activation-specific readouts such as phospho-PERK, phospho-eIF2α, ATF4, CHOP, phospho-IRE1, or spliced XBP1, as well as the absence of paired functional markers such as matrix metallopeptidase-2 or HLA-G in the same tissue regions (20). The lack of a PAS-control difference in our IRE1 analysis may reflect limited power, coarse categorization, or unsuitable of the current experimental process or the antibody used, rather than a true absence of IRE1 involvement at the interface. Future studies should incorporate multiplexed activation mapping across EVT, decidua, and immune compartments and should integrate UPR readouts with quantitative PAS pathology frameworks to test whether stress signatures predict hemorrhage or surgical difficulty beyond depth grading (1).
Beyond placentation, oncological data underscore the clinical relevance of UPR signaling. In breast cancer, immunohistochemical studies report that high IRE1 and PERK expression levels are associated with aggressive tumor characteristics and reduced survival, highlighting the importance of the UPR in carcinogenesis and disease progression (32). A contemporary synthesis further links ER stress programs, including PERK-mediated translational control and IRE1 to XBP1s signaling, to tumor growth, immune escape, and treatment resistance in a context-dependent manner (33). These findings underscore the UPR as a central cellular pathway implicated across diverse diseases, and indicate that activation-resolved, cell type-specific studies will deepen pathophysiological insight and guide the development of targeted therapies.
Finally, these data carry translational implications. UPR markers, particularly PERK at the interface, may serve as tissue adjuncts for biological stratification rather than diagnostic surrogates. Interventions that modulate placental stress remain experimental; however, mechanistic work in GDM and pre-eclampsia suggests that targeted mitigation of ER stress can influence trophoblast function and angiogenic signaling. Any attempt to modulate UPR in PAS must be carefully calibrated to avoid undermining IRE1-dependent antigen handling and EVT immune tolerance (14, 26).
In conclusion, by situating our PAS data within the comparative landscape of placental stress in early- and late-onset pre-eclampsia, fetal growth restriction, and gestational diabetes, we propose that PERK-dominant UPR activation is a defining feature of the stressed implantation interface in PAS. This aligns with a maternal-side pathophysiology rooted in decidual deficiency and scar biology and motivates mechanistic and translational studies that measure activated UPR components (e.g. phospho-PERK-eIF2a and spliced XBP1-XBP1s) and functional outputs at the true invasive front.
Footnotes
Authors’ Contributions
S. Flindris and S. Aggelidou designed the study. S. Flindris and K. Christopoulos wrote the original draft. All Authors contributed to the data acquisition. S. Flindris, C. Gouta, C. Yfanti, N.-D. Savvidou, N. Tsiaras and S. Aggelidou, M. Kalinderis, A. Traianos, E. Tsakmaki, K. Tsitsila, K. Flindris, E. Styliara, L. Romanidou, E. Empliouk and A. Sidiropoulos contributed to the acquisition and the examination of the original material. K. Christopoulos and S. Flindris contributed to the analysis of data. S. Aggelidou, S. Petousis, C. Margioula-Siarkou, K. Pantazis and K. Dinas supervised the project and review the draft. All Authors have read and approved the article.
Conflicts of Interest
The Authors declare no conflicts of interest.
Artificial Intelligence (AI) Disclosure
No artificial intelligence (AI) tools, including large language models or machine-learning software, were used in the preparation, analysis, or presentation of this manuscript.
- Received September 22, 2025.
- Revision received October 26, 2025.
- Accepted November 7, 2025.
- Copyright © 2026 The Author(s). Published by the International Institute of Anticancer Research.
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY-NC-ND) 4.0 international license (https://creativecommons.org/licenses/by-nc-nd/4.0).









