Infertility is defined as the inability to achieve pregnancy after 18 months of regular unprotected sexual intercourse [
1,
2]. It can arise from male-related factors, female-related factors, combined issues, or unknown causes. Female infertility may result from hormonal disturbances, premature ovarian failure, genital tract infections, endometriosis, fallopian tube disorders, congenital uterine abnormalities, and polycystic ovary syndrome (PCOS) [
3,
4]. Among women with infertility, approximately 25% of cases are attributed to ovulatory disorders, and 70% of those with anovulation are diagnosed with PCOS [
5]. PCOS is a complex and heterogeneous syndrome and is among the most prevalent endocrine and metabolic disorders. Its development involves a multifactorial interplay of genetic and environmental factors that remain incompletely understood. Clinically, PCOS is characterized by menstrual irregularities, chronic amenorrhea, hormonal imbalance, polycystic ovaries, and hirsutism [
6]. Granulosa cells (GCs) play a central role in follicular development and oocyte maturation. During follicle rupture and ovulation, neutrophils and macrophages release high levels of reactive oxygen species (ROS) [
7]. Because GCs are highly sensitive to oxidative stress (OS)-induced injury, the absence of effective defense mechanisms may lead to multiple cellular dysfunctions that impair female fertility [
8]. Therefore, an efficient antioxidant system in GCs is essential to counteract oxidative damage, prevent apoptosis, and reduce follicular atresia during ovulation. These cells possess an advanced antioxidant defense network that safeguards oocytes against disturbances in homeostasis [
9]. Both enzymatic and non-enzymatic antioxidant systems are present in GCs, providing critical protection under OS conditions [
10]. Among the endogenous antioxidant mechanisms, the nuclear factor erythroid-2-related factor 2 (NRF2)-antioxidant responsive element (ARE) pathway has received considerable attention for its protective role in GCs [
11,
12]. During follicular growth and ovulation, GCs establish intrinsic defense mechanisms, including activation of the NRF2-ARE pathway, to withstand various stressors [
13]. The antioxidant defense system is largely regulated by the ARE, a promoter sequence activated within the NRF2-ARE pathway. Once NRF2, the master transcription factor, is activated, it translocates to the nucleus and binds to the ARE region, initiating the transcription of antioxidant enzymes. This process enhances cellular resilience to OS [
14]. Key genes regulated by or involved in this pathway, essential for maintaining redox balance, include those that encode the antioxidant enzymes peroxiredoxin 1 (PRDX1), superoxide dismutase 1 (SOD1), thioredoxin (TXN), and heme oxygenase 1 (HO1), as well as the transcription factor NRF2 and its major negative regulator kelch like ECH associated protein 1 (KEAP1) [
12,
15]. To further understand the role of OS in conditions such as PCOS, researchers frequently analyze biomarkers in follicular fluid (FF), including nitric oxide (NO) and total antioxidant capacity (TAC). FF forms the immediate microenvironment of the oocyte, directly affecting oocyte quality, early embryo development, and implantation potential. It is thought that antioxidant capacity increases during folliculogenesis, with larger follicles demonstrating greater developmental competence [
16]. Inadequate antioxidant defenses in FF can impair these processes, thereby reducing fertility potential [
17]. TAC, which reflects the integrated antioxidant potential of FF, is a reliable measure of its ability to neutralize ROS [
18]. NO also plays a dual role in reproductive physiology. It induces inflammatory responses required for ovulation and acts as a paracrine signal in regulating reproductive and implantation processes. However, excessive NO may inhibit steroidogenesis in luteal and GCs, potentially disrupting ovarian function [
19]. In this context, the antioxidant defense system—particularly the NRF2-ARE pathway—plays a vital role in shielding GCs from OS and preserving ovarian function. Assessing OS and antioxidant biomarkers in FF provides important insight into oocyte quality and fertility outcomes, especially in PCOS, where OS is markedly elevated.