HENMT1: an RNA methyltransferase in biology and disease.

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This review characterizes HENMT1-mediated piRNA and miRNA methylation, linking its mutations to infertility and tumor development while analyzing TCGA data to elucidate its role in cancer progression and immune infiltration.

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This review characterizes HENMT1 as a conserved RNA methyltransferase that stabilizes piRNAs and miRNAs through 2'-O-methylation, thereby maintaining cellular homeostasis and genome integrity. The authors analyze structural differences across species and highlight that mutations or dysregulation of HENMT1 are linked to impaired reproduction, infertility, and tumor development by disrupting small RNA silencing pathways. Data from the TCGA database further illustrate the enzyme's aberrant expression in human cancers and its association with immune infiltration. Relevance to endometriosis: listed as one indication for GnRH antagonists, though the paper's main focus is uterine fibroids.

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Abstract

HEN methyltransferase 1 (HENMT1) is an RNA methyltransferase that catalyzes 2'-O-methylation of P-element-induced wimpy testis (PIWI)-interacting RNAs (piRNAs) within the small RNA silencing pathway and methylates microRNAs (miRNAs). By stabilizing these RNA molecules, HENMT1 plays a pivotal role in regulating the biological processes that they target, thereby maintaining cellular homeostasis. Mutations in HENMT1 homologs across various species have been shown to alter biological traits and impair reproduction. HENMT1 mutations have been linked to infertility and tumor development in humans. This comprehensive review first introduces the structure and function of HENMT1 and its homologs, with a focus on elucidating the piRNA methylation process. Next, we examine the aberrant expression of HENMT1 in human cancers and its relationship with immune infiltration by analyzing the Cancer Genome Atlas (TCGA) database and tumor immune infiltration profiling, providing insights into the dysregulation of HENMT1 in diseases such as infertility and cancer. Finally, we discuss current knowledge and future perspectives on HENMT1's function in cancer progression.
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Abstract

HEN methyltransferase 1 (HENMT1) is an RNA methyltransferase that catalyzes 2'-O-methylation of P-element-induced wimpy testis (PIWI)-interacting RNAs (piRNAs) within the small RNA silencing pathway and methylates microRNAs (miRNAs). By stabilizing these RNA molecules, HENMT1 plays a pivotal role in regulating the biological processes that they target, thereby maintaining cellular homeostasis. Mutations in HENMT1 homologs across various species have been shown to alter biological traits and impair reproduction. HENMT1 mutations have been linked to infertility and tumor development in humans. This comprehensive review first introduces the structure and function of HENMT1 and its homologs, with a focus on elucidating the piRNA methylation process. Next, we examine the aberrant expression of HENMT1 in human cancers and its relationship with immune infiltration by analyzing the Cancer Genome Atlas (TCGA) database and tumor immune infiltration profiling, providing insights into the dysregulation of HENMT1 in diseases such as infertility and cancer. Finally, we discuss current knowledge and future perspectives on HENMT1’s function in cancer progression.

Keywords

HEN methyltransferase 1 (HENMT1), RNA methyltransferase, 2'-O-Methylation, Tumor development, Infertility

Abstract

HEN甲基转移酶1(HENMT1)是一种RNA甲基转移酶,负责催化小RNA沉默通路中与PIWI相互作用RNA(piRNA)的2'-O-甲基化修饰,并参与微小RNA(miRNA)的甲基化过程,通过稳定上述RNA分子,在其靶向的生物学进程中发挥关键作用以维持细胞稳态。研究表明,不同物种HENMT1同源基因的突变会导致相应物种生物性状改变和生殖功能缺陷。人类HENMT1基因突变与不育症及肿瘤发展密切相关。本综述首先对HENMT1及其同源蛋白的结构与功能进行系统介绍,重点阐述其在piRNA甲基化中的作用机制;其次,基于癌症基因组图谱(TCGA)数据库及肿瘤免疫浸润分析,揭示HENMT1在人类癌症中的异常表达及其与免疫浸润的分子关系,探讨HENMT1在不育症和癌症等疾病中的失调机制;最后,本综述探讨了HENMT1在肿瘤发展中的功能研究现状以及未来的研究方向。

Keywords

HEN甲基转移酶1(HENMT1), RNA甲基转移酶, 2'-O-甲基化修饰, 肿瘤发展, 不孕症 1. Introduction Recent studies have highlighted the pivotal role of epigenetics in cancer development, with RNA modifications emerging as a crucial component of this regulatory landscape. These modifications serve as precise and efficient mechanisms for modulating RNA splicing, stability, and translation (Barbieri and Kouzarides, 2020), and occur across a wide spectrum of RNA types, including messenger RNAs (mRNAs), small interfering RNAs (siRNAs), microRNAs (miRNAs), transfer RNAs (tRNAs), ribosomal RNAs (rRNAs), and long non-coding RNAs (lncRNAs). To date, more than 100 distinct RNA modifications have been identified, with methylation accounting for over half of them (Yang et al., 2021; Orsolic et al., 2023). Methylation of various RNA species has been shown to play essential roles in key biological processes, such as cell proliferation, metastasis, apoptosis, and immune responses (Zhao et al., 2020). Consequently, exploring RNA methylation offers valuable insights into the functional significance of RNA modifications in cancer progression. 2'-O-Methylation, a specific type of RNA methylation, enhances RNA stability by shielding molecules from nuclease degradation, modulating their interactions with other RNAs and proteins, and influencing various cellular processes, including epigenetic gene regulation (Dimitrova et al., 2019). HEN methyltransferase 1 (HENMT1), the enzyme responsible for catalyzing 3'-terminal 2'-O-methylation within the small RNA silencing pathway, specifically targets P-element-induced wimpy testis (PIWI)-interacting RNAs (piRNAs) and miRNAs in humans. Notably, HENMT1 has been implicated in the regulation of human infertility and oncological disorders (Xiong and Zhang, 2023). This review will summarize HENMT1’s structure, its biological functions, and its associations with infertility and cancer. 2. HENMT1 and its homologs HENMT1 is a conserved RNA methyltransferase (MTase), responsible for methylating the 2'-OH group at the 3'-terminal nucleotide of small RNAs. Initially identified in Arabidopsis thaliana, this enzyme has since been found in a range of eukaryotic organisms, including mice, zebrafish, and Drosophila (Ji and Chen, 2012). Furthermore, a bacterial homolog, Hen1, has been linked to RNA repair processes in conjunction with polynucleotide kinase-phosphatase (Pnkp) (Chan et al., 2009). HENMT1 and its homologs are critical for the maturation and stability of various small RNA species. In animals, HENMT1 was first identified for its essential role in catalyzing the addition of 2'-O-methylation to the 3'-ends of piRNAs, which are predominantly expressed in the germline. This methylation process serves as a crucial defense mechanism, protecting piRNAs from degradation and preserving their functional integrity and longevity (Lim et al., 2015; Hempfling et al., 2017). piRNAs play key roles in transposon silencing and genome defense; HENMT1-mediated methylation enhances their stability and facilitates interactions with PIWI proteins, ultimately safeguarding genome integrity (Horwich et al., 2007; Kirino and Mourelatos, 2007; Kurth and Mochizuki, 2009). Recent studies have also revealed that HENMT1 modifies mature miRNAs in animals, including humans, to promote their stability (Abe et al., 2014; Modepalli et al., 2018; Liang et al., 2020).In plants, HEN1 (Hua Enhancer 1), a homolog of HENMT1, catalyzes the 3'-terminal 2'-O-methylation of double-stranded siRNAs and miRNAs, a modification essential for their stability and functionality. This methylation protects these small RNAs from degradation, ensuring they play their proper roles in RNA silencing pathways (Li et al., 2005; Yu et al., 2005). In bacteria, the Hen1 homolog participates in the 3'-terminal 2'-O-methylation of damaged RNA in collaboration with Pnkp during RNA repair. This modification enables the recognition of repaired RNA and shields it from further damage, preserving bacterial genome fidelity and supporting proper cellular function (Chan et al., 2009; Wang et al., 2012). Overall, HENMT1 and its homologs are indispensable for the modification and stabilization of small RNAs across a broad spectrum of organisms. They play pivotal roles in a variety of biological processes, including gene silencing, genome defense, and RNA repair. 3. Biological function of HENMT1 3.1. Structure of HENMT1 HENMT1 and its homologs are categorized into four classes based on their domain arrangements, and all share a conserved MTase domain. Class I proteins are relatively large and contain several distinct domains, with the MTase domain located at the C terminus. Classes II and III proteins feature C-terminal domain (CTD) and N-terminal domain (NTD), respectively, derived from the MTase domain. Class IV proteins consist solely of the MTase domain. However, as the fourth class has not yet been reported, this discussion will focus on the other three: those found in animals (represented by humans), plants (represented by A. thaliana), and bacteria (represented by Anabaena variabilis) (Huang, 2012). While HENMT1 possesses a conserved MTase domain across various species, its structural features differ significantly in animals, plants, and bacteria (Peng et al., 2018). In animals, HENMT1 exhibits a compact structure primarily comprising an NTD MTase domain and a CTD. Notably, this structure is smaller than its counterpart in plants, reflecting distinct functional requirements and evolutionary adaptations between plant and animal cells (Fig. 1a). The NTD MTase domain and the upstream FXPP motif are critical for HENMT1’s catalytic activity, particularly in the methylation of small RNAs and the regulation of RNA stability. Recent studies have shown that a truncated human HENMT1 containing only the MTase domain is catalytically inactive but regains full MTase activity when an FXPP motif is present at the N-terminus of the MTase domain. Mechanistically, the FXPP motif is essential for RNA substrate binding and facilitates the methylation process (Peng et al., 2018) (Fig. 1b). However, the structure and function of the CTD in human HENMT1 remain unexplored. Insights from zebrafish suggest that the CTD plays a pivotal role in localizing HEN1 within the nuage, a perinuclear region involved in piRNA biogenesis (Kamminga et al., 2010). This raises the possibility that the CTD in human HENMT1 might regulate interactions with PIWI proteins, facilitating the generation and 3'-terminal 2'-O-methylation of piRNAs. Unlike its animal homolog, HENMT1, which primarily processes single-stranded piRNAs, the plant HEN1 predominantly targets double-stranded RNAs, including siRNAs and miRNAs. This enzyme is notably larger. Its sequence in A. thaliana consists of 942 amino acids, and it comprises five distinct structural regions: two double-stranded RNA-binding domains (dsRBD1 and dsRBD2), a La motif-containing domain (LCD), a peptidyl isomerase-like domain (PLD), and a CTD MTase domain (Huang et al., 2009) (Fig. 1a). The CTD MTase domain is responsible for catalyzing 2'-O-methylation, while the four NTD domains are critical for recognizing and binding specific siRNAs and miRNAs, ensuring the enzyme’s precise and effective activity. In bacteria, the Hen1 protein exhibits a streamlined structure, comprising an NTD and a conserved MTase domain at its C-terminus (Jain and Shuman, 2010; Wang et al., 2012) (Fig. 1a). Unlike its eukaryotic counterpart, HENMT1, which regulates RNA silencing pathways, bacterial Hen1 plays a pivotal role in RNA repair. Specifically, it collaborates with the protein Pnkp through its NTD to facilitate the 3'-terminal 2'-O-methylation of repaired RNAs. Given that the NTD of Hen1 is linked to Pnkp and is required for RNA ligation, Wang et al. (2012) designated this domain the ligase-activating domain. This modification safeguards the RNAs from subsequent cleavage at the same site, ensuring their stability and functionality. 3.2. Process of HENMT1 methylation In mammals, HENMT1 plays an essential role in the 3'-terminal 2'-O-methylation of piRNAs, a critical step in their maturation. piRNAs, processed by PIWI proteins from piRNA precursors into single-stranded RNAs of 23–31 nucleotides, undergo amplification through the ping-pong cycle, a mechanism involving reciprocal interactions between piRNAs and PIWI proteins (Wang et al., 2023). HENMT1 recognizes and methylates piRNAs at their 3'-terminal through its interaction with PIWI proteins. The 2'-O-methylation process at the 3'-terminal occurs in two stages: (1) the deprotonation of the 2'-OH group and (2) the transfer of a methyl group from S-adenosylmethionine (SAM) to the deprotonated 2'-OH group, as demonstrated by Kaldis and Zhao (2024). Additionally, the CTD of HENMT1 may facilitate the interaction between piRNAs and PIWI proteins, ensuring the coordinated production and efficient methylation of piRNAs (Huang, 2012) (Fig. 1c). Unlike other RNA 2'-O-methyltransferases, HENMT1 catalyzes 2'-O-methylation through a mechanism that depends on a metal ion at its active site. In animals, HENMT1 demonstrates a preference for Mn2+ over Mg2+, a characteristic shared with bacterial enzymes (Huang, 2012; Peng et al., 2018). In contrast, plants require Mg2+ rather than Mn2+ for this process(Huang et al., 2009). HENMT1’s crystal structure reveals that four specific amino acids in humans—Glu132, Glu135, His136, and His181—within the MTase domain are critical for metal ion binding (Huang, 2012; Peng et al., 2018). 3.3. Function of HENMT1 and its homologs Transposable elements (TEs) are mobile DNA elements capable of relocating within the genome, which can result in mutations or disruptions in gene regulation if not properly repressed (Wang et al., 2023). A critical function of the PIWI-piRNA complex is suppressing TE expression in animal germlines. In mammals, HENMT1 plays an essential role in catalyzing the 2'-O-methylation of the 3'-terminal nucleotide of piRNAs. HENMT1 dysfunction destabilizes piRNAs, as evidenced by their reduced quantity and altered length. This destabilization severely compromises the ability of the PIWI-piRNA complex to silence TEs, leading to genomic instability, infertility, and even the development of cancer (Lim et al., 2015; Wang et al., 2023). In plants, HEN1-mediated 3'-terminal methylation is a common process that stabilizes both miRNAs and siRNAs by protecting their 3'-ends from uridylation (Kirino and Mourelatos, 2007). Mutations in HEN1 lead to pleiotropic developmental defects, such as reduced organ size (Chen et al., 2002) (Table 1). In animals, mutations in HENMT1 result in shortened and reduced piRNA levels. This has been well-documented, with HENMT1 mutations shown to cause reduced fertility (Lim et al., 2015). The Drosophila HEN1 homolog (DmHen1) is involved in processing both Argonaute 2 (Ago2)-bound single-stranded siRNAs and piRNAs (Ameres et al., 2010). Loss of DmHen1 function leads to shorter piRNAs, decreased abundance, and impaired functionality (Horwich et al., 2007). Additionally, DmHen1 mutations, which eliminate the 2'-O-methylation of miRNAs, accelerate neurodegeneration and reduce lifespan (Abe et al., 2014). Similarly, the HENMT1 homolog in zebrafish (HEN1) is essential for piRNA methylation in germline cells and plays a critical role in oocyte development. The absence of HEN1 in zebrafish causes piRNA degradation by exonucleases, leading to oocyte depletion and female infertility (Kamminga et al., 2010). In Caenorhabditis elegans, the HENMT1 homolog HENN-1 specifically methylates siRNAs and piRNAs associated with the PIWI branch of Agos (Montgomery et al., 2012). HEN1 mutations destabilize piRNAs and 26G RNAs, a specific class of primary endogenous siRNAs, resulting in dysregulated target mRNA expression, fertility impairments, and increased somatic RNA interference activity (Billi et al., 2012; Kamminga et al., 2012; Svendsen et al., 2019). In bacteria, Hen1 functions in RNA repair by forming a complex with Pnkp and catalyzing 2'-O-methylation of the 3'-terminus, rendering the repaired RNA resistant to future cleavage at the same site (Wang et al., 2012) (Table 1). Table 1. | Name | Organism | Substrate | Biological consequences upon mutation | Reference | |---|---|---|---|---| | HENMT1 | Human | miRNAs and piRNAs | Decreased piRNA and miRNA stability; transposons active and predisposed to infertility and cancer | Lim et al., 2015;Wang et al., 2023 | | HEN1 | Arabidopsis | miRNAs and siRNAs | Aberrant lengths and decreased levels of small RNAs; pleiotropic development defects | Chen et al., 2002; Kirino and Mourelatos, 2007 | | Henmt1 | Mouse | piRNAs | piRNA instability, reduced piRNA volume and length; developmental arrest of germ cells during the process of spermatogenesis, reduced ovarian follicular reserve, and altered transcriptome in oocytes | Lim et al., 2015;Hutt et al., 2021 | | DmHen1 | Drosophila | piRNAs and Ago2-associated small RNAs | Deletion of Nm in piRNA and siRNA accelerates neurodegeneration and shortens lifespan | Horwich et al., 2007; Ameres et al., 2010;Abe et al., 2014 | | HEN1 | Zebrafish | piRNAs | A decrease in piRNA content, a shortening of exonuclease-mediated piRNAs, oocyte loss, and infertility | Kamminga et al., 2010 | | HENN-1 | Caenorhabditis elegans | siRNAs and piRNAs associated with the PIWI branch of Agos | Dysregulation of target mRNAs, compromised fertility (germline atrophy or defects in germ cell proliferation), and enhanced somatic RNAi activity | Billi et al., 2012; Kamminga et al., 2012; Montgomery et al., 2012; Svendsen et al., 2019 | | Hen1 | Bacteria | RNAs | Need to combine with Pnkp to help repair RNA against re-cleavage by the toxin endoribonuclease | Wang et al., 2012 | HEN1: Hua Enhancer 1; HENMT1: HEN methyltransferase 1; piRNA: P-element-induced wimpy testis (PIWI)-interacting RNA; miRNA: microRNA; siRNA: small interfering RNA; mRNAs: messenger RNA; Ago2: Argonaute 2; Nm: 2'-O-methylation; RNAi: RNA interference; Pnkp: polynucleotide kinase-phosphatase. 3.4. Methods for detecting 2'-O-methylation Historically, the detection of 3'-terminal 2'-O-methylation relied on β-elimination, a method that uses alkaline periodate to remove non-methylated RNA ends. Because methylated RNA ends resist oxidation, their altered mobility during northern blot analysis provided a visual confirmation (Yu et al., 2005). With advancements in sequencing technologies and liquid chromatography-mass spectrometry (LC-MS), a growing array of sophisticated methods, such as ribose methylation sequencing (RiboMethSeq) and 2'-O-methylation sequencing (Nm-Seq), have been developed for the precise detection of 2'-O-methylation across various samples (Helm and Motorin, 2017). RiboMethSeq leverages 2'-O-methylated nucleotides’ resistance to alkaline cleavage, preventing the incorporation of +1 modified RNA fragments into sequencing libraries. This approach facilitates the high-throughput identification of specific 2'-O-methylation sites with remarkable accuracy (Marchand et al., 2016). Furthermore, Nm-Seq employs pre-treatment with periodate, selectively oxidizing and cleaving 2'-hydroxylated but not 2'-O-methylated nucleosides. This method enables unbiased, high-resolution mapping of 2'-O-methylation sites within the transcriptome at the single-nucleotide level, providing comprehensive and precise identification (Dai et al., 2017). To overcome the challenges of large sample requirements and high sequencing costs, several simple, cost-effective methods have been developed for detecting 2'-O-methylation, including reverse transcription at low deoxy-ribonucleoside triphosphate (dNTP) concentrations followed by polymerase chain reaction (PCR) (RTL-P) and poly(A)-tailed reverse transcription-quantitative PCR (RT-qPCR). The RTL-P method utilizes low dNTP concentrations during reverse transcription, causing the process to pause at 2'-O-methylation sites. This is followed by using PCR to detect 2'-O-methylation modifications (Dong et al., 2012). The poly(A)-tailed RT-qPCR method exploits the observation that methylated miRNAs/piRNAs yield higher C T values than the stem-loop RT-qPCR approach, enabling the estimation of 2'-O-methylation levels (Wang et al., 2018). Both RTL-P and poly(A)-tailed RT-qPCR are foundational techniques in RNA reverse transcription. By amplifying C T differences as methylation levels increase, these methods enable the quantitative estimation of the percentage of 2'-O-methylation in RNA. Furthermore, Wang et al. (2018) introduced a novel, label-free photoelectrochemical (PEC) biosensing technique that leverages the peroxidase-like activity of PtCu nanoframes (PtCu NFs) to amplify HENMT1 activity signals. This innovative approach not only facilitated the assessment of HENMT1 activity but also identified chlorpyrifos as an inhibitor. 4. HENMT1 in human diseases In normal human tissues, HENMT1 exhibits distinct expression profiles at both the transcriptional and protein levels (Fig. 2). At the mRNA level, HENMT1 is highly tissue-specific, with prominent expression in the testis (Fig. 2a). In contrast, at the protein level, HENMT1 is more broadly distributed, with high expression observed in the testis, as well as in the male and female reproductive systems, gastrointestinal tract, and hematopoietic/lymphoid tissues (Fig. 2b). The testis-specific mRNA expression and elevated protein levels in gonadal tissues strongly suggest that HENMT1 plays a role in human infertility. Furthermore, its widespread protein distribution hints at potential functional implications in various tumor types (discussed below). 4.1. HENMT1 and infertility Infertility has become a significant global health issue, impacting millions of individuals and couples worldwide. An estimated 10%–25% of reproductive-age couples experience difficulties conceiving, which can lead to profound emotional, psychological, and social challenges (Thoma et al., 2021). Infertility is clinically defined as the inability to achieve pregnancy after one year of regular, unprotected intercourse, and is often attributed to hormonal imbalances, anatomical abnormalities, or specific conditions like endometriosis. In males, infertility is frequently linked to poor semen quality or functionality. Consequently, initial clinical evaluations prioritize the assessment of semen parameters, including volume, sperm concentration, viability, and morphology, to facilitate accurate diagnosis and treatment (Eisenberg et al., 2023). Men unable to produce semen are classified into two main categories: obstructive azoospermia (OA) and non-OA (NOA) (Wosnitzer et al., 2014). NOA, characterized by the absence of sperm in the ejaculate even after semen sample processing and sediment analysis, affects approximately 1% of all men and 10% of infertile men (Kherraf et al., 2022). A previous study using whole-exome sequencing (WES) on individuals with NOA revealed a pronounced association between HENMT1 mutations and subsequent impairment of the PIWI pathway, leading to meiotic abnormalities and sperm production failure (Kherraf et al., 2022). To date, several variants of the HENMT1 gene have been identified in infertile patients using WES. These include homozygote missense variants (c.226G>A; p.Gly76Arg and c.400A>T; p.Ile134Leu), homozygous loss-of-function variants (c.456C>G; p.Tyr152* and c.555G>A; p.Trp185*), and a novel biallelic loss-of-function variant (c.100C>T; p.Gln34* and c.456C>G; p.Tyr152*) (Kherraf et al., 2022; Li et al., 2025; Wehbe et al., 2025). Genetic factors contribute significantly to NOA, with Klinefelter syndrome (KS) being the most prevalent genetic cause. KS affects approximately 1 in 650 newborn males and is characterized by a 47, XXY karyotype. Men with KS typically present with features such as increased height and gynecomastia, alongside azoospermia and infertility (Kanakis and Nieschlag, 2018). Site-specific differential methylation analyses in KS individuals have identified HENMT1 as a “KS-specific” locus. KS samples exhibit higher methylation levels at the HENMT1 locus than both male and female controls, although the underlying mechanisms remain incompletely understood (Wan et al., 2015). In animal models, HENMT1 knockout male mice exhibited spermatogenesis arrest due to damaged piRNAs and derepression of TEs (Lim et al., 2015). In females, HENMT1 mutations led to a reduced ovarian follicular reserve, altered oocyte transcriptomes, and spindle abnormalities, resulting in fewer litters (Hutt et al., 2021). The absence of HENMT1 activity in human testes triggers the activation of retrotransposons during meiosis in haploid germ cells. This premature activation disrupts normal spermatid development, ultimately leading to male infertility (Hempfling et al., 2017). 4.2. HENMT1 and cancer 4.2.1. HENMT1expression in human cancers A comprehensive investigation of human RNA modification-related proteins (RMPs) has identified HENMT1 as the most significantly altered RMP in a comparative analysis of tumor and normal human tissue samples. Elevated HENMT1 RNA and protein expression levels have been observed across various cancer types (Begik et al., 2020). Analysis of HENMT1 mRNA levels in The Cancer Genome Atlas (TCGA) database has consistently revealed significant upregulation in multiple tumor tissues compared to normal tissues. These include bladder urothelial carcinoma (BLCA), breast invasive carcinoma (BRCA), cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC), cholangiocarcinoma (CHOL), colon adenocarcinoma (COAD), esophageal carcinoma (ESCA), head and neck squamous cell carcinoma (HNSC), liver hepatocellular carcinoma (LIHC), lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), prostate adenocarcinoma (PRAD), rectum adenocarcinoma (READ), sarcoma (SARC), stomach adenocarcinoma (STAD), and uterine corpus endometrial carcinoma (UCEC) (Fig. 3). Interestingly, high HENMT1 expression levels in CESC, COAD, and HNSC have been associated with prolonged overall survival (Fig. 4a). Conversely, elevated HENMT1 expression in renal cancers (kidney chromophobe (KICH), kidney renal clear cell carcinoma (KIRC), and kidney renal papillary cell carcinoma (KIRP)) and UCEC correlated with reduced overall survival (Fig. 4b). 4.2.2. Relationship between HENMT1 expression and immune cell infiltration The tumor microenvironment (TME) involves a dynamic interplay between tumor suppressor cells and supportive cells, both of which are critical in shaping tumor progression and metastasis (Chen et al., 2020). Among these, tumor-infiltrating immune cells play a pivotal role in modulating tumors’ immune landscapes, influencing their development and metastatic potential (Anderson and Simon, 2020). The analysis of cancer tissues from the TCGA database using the xCell algorithm revealed a positive correlation between HENMT1 expression and immune cell infiltration in most tumor types (Fig. 5a). Spearman correlation analysis further demonstrated that HENMT1 expression positively correlates with the presence of cluster of differentiation 4-positive (CD4+) T helper type 2 (Th2) cells, CD8+ T cells, B cells, macrophages, and mast cells across various cancers, but not with CD4+ Th1 cells (Fig. 5b). Notably, the two subtypes of CD4+ T cells—Th1 and Th2—exhibited contrasting trends, suggesting that a Th1/Th2 imbalance may be a hallmark of tumors. Specifically, CD4+ Th2 cells are often more abundant in tumors and can suppress CD4+ Th1 cell activity, thereby promoting tumor progression (Zhang et al., 2015; Frafjord et al., 2021). 4.2.3. Roles of HENMT1 in human cancers HENMT1 exhibits diverse roles across cancer types. The following section provides a concise overview of the association between HENMT1 and several cancers, particularly focusing on those affecting the reproductive system. 4.2.3.1. CESC Cervical cancer, primarily driven by high-risk human papillomavirus (HPV) infections, remains the fourth most common cancer among women worldwide in terms of incidence and mortality, despite the availability of preventive measures such as the HPV vaccine and various treatment options (Musunuru et al., 2021; Mayadev et al., 2022). HENMT1 exhibits elevated expression levels in CESC compared to normal tissues, at both the mRNA and protein levels. Importantly, higher HENMT1 expression is associated with improved survival rates in cervical cancer patients, indicating a potential protective role (Zheng et al., 2022). This protective effect is further supported by the positive correlation between HENMT1 expression and the infiltration of immune cells such as B cells and macrophages into CESC tissues (Huang et al., 2021). Additionally, a predictive CESC model based on the competing endogenous RNA (ceRNA) network identified a significant relationship between HENMT1 expression and better CESC prognosis. This may be attributed to its involvement in the protein kinase B/mammalian target of rapamycin (AKT/mTOR) signaling pathway, suggesting a potential mechanism for its protective effects (Li et al., 2022). 4.2.3.2. OC Ovarian cancer (OC) is a highly lethal gynecological malignancy with a poor prognosis, often diagnosed at advanced stages due to the absence of early symptoms. This underscores the urgent need for improved biomarkers to enhance OC research and clinical management (Xiao et al., 2022). Research on genes associated with OC and the piRNA pathway has identified HENMT1 as overexpressed in malignant compared to healthy tissues. Additionally, HENMT1 expression is significantly higher in advanced-stage patients and chemoresistant high-grade serous ovarian cancer (HGSOC) cells than in early-stage patients and chemosensitive HGSOC cells. However, no significant correlation has been observed between HENMT1 expression and patient prognosis (Lee et al., 2021). These findings suggest that HENMT1 may serve as a potential marker for monitoring OC progression and chemoresistance. 4.2.3.3. TGCT Testicular germ cell tumors (TGCTs) are the most common solid tumors found in males aged 15–44 years (Znaor et al., 2014). RNA sequencing of a subset of TGCT embryonal carcinoma (EC) cell lines and their non-malignant counterparts revealed novel fusion transcripts, with the regulator of chromosome condensation 1 (RCC1)‒HENMT1 fusion transcript being particularly notable. This fusion was detected across various TGCT subtypes, as well as in intratubular germ cell neoplasia (IGCN), a precursor lesion of TGCT, and in embryonic stem (ES) cell lines (Hoff et al., 2016). A hallmark of TGCTs is the dysregulation of miRNAs. Research has shown that HENMT1 plays a role in regulating miRNA stability by methylating their 3'-terminal ends (Liang et al., 2020; de Martino et al., 2021). These findings highlight the potential importance of HENMT1-mediated miRNA methylation in TGCT development, presenting a promising direction for future research. 4.2.3.4. ESCA Esophageal cancer (ESCA) ranks as the sixth most common cancer globally and is characterized by its high mortality rate and poor survival outcomes (Tang et al., 2014). Recent bioinformatics research has identified HENMT1 as a key gene in ESCA (Reyimu et al., 2023). The study demonstrated that HENMT1 is significantly overexpressed in ESCA, correlates with poor prognosis, and is positively associated with the expression of the tumor marker of proliferation Ki-67 (MKI67). Further analyses suggest that HENMT1 may contribute to ESCA progression by modulating the TME, highlighting its potential as both a biomarker for disease monitoring and a target for immunotherapeutic strategies in ESCA (Reyimu et al., 2023). 4.2.3.5. Non-small cell lung cancer Lung cancer remains the leading cause of cancer-related mortality worldwide, with non-small cell lung cancer (NSCLC) accounting for most cases (Hendriks et al., 2024). Recent studies investigating miRNA profiles in NSCLC and adjacent non-cancerous lung tissues revealed distinct 3'-terminal 2'-O-methylation patterns. Notably, miR-21-5p was found to be heavily methylated in NSCLC tissues but not in non-tumor tissues. HENMT1, which is overexpressed in NSCLC, catalyzes the 3'-terminal 2'-O-methylation of miR-21-5p, enhancing its binding to Ago2 and suppressing the translation of programmed cell death 4 (PDCD4) (Liang et al., 2020). This study provides the first evidence that HENMT1, in addition to its role in piRNA methylation, can also methylate miRNAs in humans, underscoring its multifaceted functions in RNA regulation and its complex role in tumorigenesis. Additionally, it is well established that CpG island hypermethylation leads to the epigenetic silencing of piRNAs and miRNAs in certain tumor types (Ferreira et al., 2014; Moutinho and Esteller, 2017). Thus, apart from HENMT1’s regulation of piRNA and miRNA stability through methylation, another mechanism driving altered piRNA and miRNA expression in tumors involves CpG island hypermethylation-mediated silencing of the PIWI/piRNA pathway or miRNA-coding genes. 5. Conclusions and perspectives In summary, HENMT1 acts as an MTase, modifying the 3'-OH terminal of piRNAs and miRNAs. Its regulation varies across cancer types, with high HENMT1 levels being associated with improved survival outcomes in CESC, CRC, and HNSC, but correlating negatively with prognosis in RCC and UCEC (Fig. 4). Despite these findings, several key questions warrant further investigation to fully elucidate the roles of HENMT1 in tumorigenesis: (1) What mechanisms underlie the association between high HENMT1 expression and favorable prognosis in certain tumor types? (2) Beyond piRNAs and miR-21-5p, what additional substrates does HENMT1 methylate in humans? Does high HENMT1 expression influence cancer progression through the regulation of different miRNAs? (3) What are the upstream regulators that control HENMT1’s methylation activity? (4) Given its frequent dysregulation in cancers, could HENMT1 serve as a promising target for tumor diagnosis and therapy? Answering these questions will provide deeper insights into HENMT1’s precise role in the RNA interference pathway and its involvement in pathological processes such as cancer and infertility. Acknowledgments This work was supported by the National Key Research and Development Program of China (No. 2022YFC3401500), the National Natural Science Foundation of China (Nos. 82002924, 32471300, 92053117, 81972591, and 82188102), and the Zhejiang Provincial Natural Science Foundation of China (Nos. LY22H160029 and LZ26C050001). Conflict of Interest During the preparation of this work, the authors used ChatGPT to improve language and readability and to check for grammatical errors. After using ChatGPT, the authors carefully reviewed and edited the content as needed and take full responsibility for the content of the publication. Author contributions Danrui CUI conceived, outlined, and revised the manuscript. Shanghong JIANG performed literature search and wrote the manuscript. Yongchao ZHAO revised and finalized the manuscript. All authors have read and approved the final manuscript. Compliance with ethics guidelines Shanghong JIANG, Yongchao ZHAO, and Danrui CUI declare that they have no conflicts of interest. This review does not contain any studies with human or animal subjects performed by any of the authors.

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