Skip to main content

REVIEW article

Front. Oncol., 23 September 2022
Sec. Cancer Genetics
This article is part of the Research Topic Evolving Roles of piRNAs in Solid Tumors View all 5 articles

PIWI-interacting RNAs in cancer: Biogenesis, function, and clinical significance

Jie Yao&#x;Jie Yao1†Mei Xie&#x;Mei Xie2†Xidong MaXidong Ma2Jialin SongJialin Song3Yuanyong WangYuanyong Wang4Xinying Xue,*Xinying Xue1,3*
  • 1Department of Respiratory and Critical Care, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
  • 2Department of Respiratory and Critical Care, The Chinese People's Liberation Army of China (PLA) General Hospital, Beijing, China
  • 3Department of Respiratory and Critical Care, Weifang Medical College, Weifang, China
  • 4Department of Thoracic Surgery, Tangdu Hospital of Air Force Military Medical University, Xi’an, China

PIWI-interacting RNAs (piRNAs) are a less-studied class of small non-coding RNAs approximately 24–31 nucleotides in length. They express in germline and somatic cells and form complexes with PIWI proteins to exert regulatory effects. New studies show that piRNAs are aberrantly expressed in various cancers. In this review, we focus on those piRNAs that are associated with cancer hallmarks such as proliferation, invasion, and chemoresistance and discuss their potential as biomarkers for cancer diagnosis and prognosis.

Introduction

The Human Genome Project shows that over 95% of the human genome is comprised of non-coding RNAs that do not code proteins, known as the “dark” or “junk” RNA of the genome (1). In recent years, this research area has entered the forefront due to the active role of non-coding RNAs in life activities and disease development. Non-coding RNAs are classified by length into long non-coding RNAs (lncRNA, >200 nt) and small non-coding RNAs (<200 nt) (2).When it comes to small non-coding RNAs, people usually think of miRNAs (3, 4), siRNAs (5), and other small RNAs that have been widely studied. In fact, piRNAs, a class of non-coding RNAs, have also been a hot topic in molecular research (6).

piRNAs were first identified in Drosophila testis 20 years ago and derived from the Su (Ste) locus (7, 8). Compared with miRNAs and siRNAs, piRNAs are longer (24–31 nt in length) and more abundant (approximately 5 × 104 species) (9, 10). Its production is not dependent on RNase-like nucleases and has a 3′ terminal 2′O-methylation modification (6, 9). In addition, miRNAs and siRNAs are processed from double-stranded RNA (dsRNA) precursors via Dicer, whereas piRNAs are derived from single-stranded RNA (ssRNA) precursors of piRNA clusters (11). piRNAs, along with miRNAs and siRNAs, are all the critical cores of RNA interference (RNAi), forming RNA-induced silencing complexes (RISC) with Argonaute family proteins that recognize and regulate target expression through full or partial Watson–Crick base pairing (12, 13). Argonaute proteins are divided into two subfamilies: the AGO proteins and the PIWI proteins—the latter being another spotlight in this review (14). Numerous studies confirm that PIWI family proteins are essential for piRNA biogenesis. Like piRNAs, PIWI proteins were first discovered in Drosophila melanogaster and regarded as key genes for germline development. In Drosophila, PIWI proteins are classified as PIWI, Aub, and Ago3, all of which play key roles in piRNA biogenesis. PIWI regulates transposon transcription mainly in the nucleus. In contrast, Aub and Ago3 act in the cytoplasm to cleave transposon transcripts (15). In mice, PIWI proteins are divided into three classes, PIWIL1 (MIWI), PIWIL2 (MILI), and PIWIL4 (MIWI2), all of which are expressed at different stages of spermatogenesis (16, 17). In humans, PIWI proteins are divided into four isoforms—PIWIL1 (HIWI1), PIWIL2 (HILI), PIWIL3 (HIWI3), and PIWIL4 (HIWI2)—with highly conserved properties (18, 19).

It was previously thought that piRNAs were mainly found in gonadal cells (20). However, recent studies have shown that many piRNAs are also expressed in somatic cells, and abnormal piRNA expression has been found in many diseases (2123). The dysregulation of piRNAs is also present in various human cancers, suggesting that these piRNAs may be involved in cancer progression (24, 25). The biological functions of piRNAs in germline are well understood, but their roles in cancer cells remain unclear. Based on available findings, this review briefly summarizes the biogenesis of piRNAs. This is followed by a series of studies on piRNAs with various cancer hallmarks and a discussion of their prospects as diagnostic and prognostic markers for cancer.

Biogenesis of piRNA

Currently, studies on the biogenesis of piRNAs are mainly focused on organisms such as Drosophila, mice, silkworm, and Caenorhabditis elegans (2631). The biogenesis of piRNA varies slightly in different organisms, but the main processes are conserved. piRNAs fall into three main categories based on their source: piRNAs from transposon, piRNAs from mRNA 3′UTR, and piRNAs from long non-coding RNAs (32). Two major pathways are currently recognized in piRNA biogenesis (Figure 1): primary and secondary (“ping-pong cycle”). The primary pathway occurs in somatic and germ cells. The secondary pathway (“ping-pong cycle”) occurs only in germ cells (33, 34). piRNA clusters are marked by histone H3 lysine 9 (H3K9me3) and transcribed by RNA polymerase II (RNA Pol II) (35). Rhino (Rhi), a member of the HP1 protein family, then specifically binds to the H3K9me3 marks on the piRNA clusters and recruits Cutoff (Cuff) through the adaptor protein Deadlock (Del) (36, 37). A protein complex comprising Rhi, Del, and Cuff ensures the continuous extension of piRNA cluster transcription (34). piRNA clusters are transcribed into piRNA precursors in the nucleus (38). Then, piRNA precursors are transported to the cytoplasm via UAP56 and cleaved by an endonuclease Zucchini (Zuc) (3941) to produce short-stranded piRNA intermediates with 5′ uracil. After binding to PIWI proteins, piRNAs are further trimmed by 3′–5′ exonuclease Trimmer (4246) and methylated by Hen1 enzyme to produce mature piRNA/PIWI complexes (4749). The PIWI/piRNA complexes return to the nucleus and interact with transposon transcripts through base pairing. PIWI/piRNA inhibit transposon expression there through H3K9me3. Notably, piRNAs amplify via the secondary pathway in Drosophila, zebrafish, and most mammalian germline (50, 51)—for example, in Drosophila germ cells, piRNAs bind to PIWI subfamily Aub protein to form complexes. Then, piRNA/Aub complexes recognize and target transposon sequences and generate secondary piRNAs. When the secondary piRNAs are loaded to Ago3 (52, 53), the transposon transcripts will be cleaved and produce new piRNAs identical to the primary piRNAs. This pathway is also known as the ping-pong cycle.

FIGURE 1
www.frontiersin.org

Figure 1 Biogenesis of piRNA: primary pathway and secondary pathway. In the primary pathway, piRNA forms a complex with PIWI proteins to mediate transposon silencing. In the secondary pathway, piRNA binds to Aub to produce secondary piRNA, while secondary piRNA binds to Ago3 to produce primary piRNA, and so the cycle continues.

piRNAs and cancer

With the development of sequencing technology, piRNAs in various diseases, including cancer, have been progressively deciphered. Here we review studies of piRNAs in different systems of human cancers (Figure 2) and further explore the relationship between piRNAs and various hallmarks of cancer. In addition, piRNAs have been suggested as cancer diagnostic tools, therapeutic targets, and prognostic biomarkers. As piRNA binding proteins, the PIWI proteins also receive attention in this review.

FIGURE 2
www.frontiersin.org

Figure 2 piRNAs in various types of cancer.

piRNAs and proliferation, migration/invasion

Uncontrolled cell proliferation is a major hallmark of cancer, and piRNAs are involved (54). Deep sequencing analysis confirmed that piR-651 was upregulated in lung cancer tissues and cell lines and promoted cell proliferation and tumor formation through the upregulation of cyclinD1 and CDK4 expression (55, 56), although the exact mechanism is not clear. In addition, the overexpression of piR-8041 in glioblastoma multiforme reduced cell proliferation, and pretreatment with piR-8041 in vivo significantly reduced the volume of intracranial mouse xenograft tumors (57). Cheng et al. pointed out that piR-823 was downregulated in gastric cancer tissues and cells, and its mimics increased the level of piR-823 and significantly inhibited tumor growth in a dose-dependent manner (58).

Tumor cell proliferation is usually a promoter of cell metastasis. Cancer cells leave the primary site and colonize outside the primary tumor, while metastatic cells also proliferate, migrate, and invade surrounding tissues (59, 60). This cascade is the main cause of poor prognosis, and piRNAs are also involved in some stages of this process. In metastatic and non-metastatic clear cell renal cell cancer (ccRCC), piR-30924 and piR-38756 were more highly expressed in metastatic tumors, while piR-57125 was less expressed in metastatic tumors. More importantly, their differential expression was associated with tumor recurrence and overall survival (OS) and considered to be an independent prognostic factor (61). As piRNA-binding proteins, the PIWI subfamily also functions in the metastatic properties of cancer. Reports have shown that PIWIL1 downregulation significantly reduced the proliferation, migration, and invasiveness of hepatocellular carcinoma (HCC) (62). What is more, PIWIL1 was much more abundant in endometrial cancer tissues compared with atypical hyperplasia and normal tissues. The overexpression of PIWIL1 exerted an influential role in maintaining stem cell-like characteristics, including enhanced tumor cell viability, migration, invasion, and sphere formation activity. Furthermore, PIWIL1 was related to increased mesenchymal markers and E-cadherin inhibition (63). Tumor metastasis involves many steps, but each step is not independent. Epithelial–mesenchymal transition (EMT) is an essential step in tumor development (64). After the tumor cells underwent EMT, they acquired invasion characteristics and infiltrated into the surrounding stroma, forming a microenvironment that promoted tumor growth and metastasis (6567). The discovery of PIWI proteins correlated with EMT markers may have profound implications for improving treatment methods and controlling tumor metastasis. piRNAs may also have some important role in the EMT process.

piRNAs and cell cycle

A large number of regulatory factors are involved in the cell cycle process of tumor cells. If a regulatory factor is abnormal, the cell will not be able to move from one stage to the next, which is called cell cycle arrest (68). Cell cycle arrest is a prominent feature of tumor progression. Many piRNAs and PIWI proteins are closely related to cell cycle arrest. Antisense sequence inhibited piR-823 in colorectal cancer (CRC) cells HCT116 and DLD-1, followed by flow cytometry showing the increased G1 phase cell population (69). Liu et al. found that PIWIL1 was overexpressed in gastric tissues and cell lines, and the downregulation of endogenous PIWIL1 by antisense or RNAi effectively inhibited the proliferation and G2/M phase cell cycle arrest in gastric cancer cells (70). In addition, cyclinD1, an indispensable driver of cell cycle progression, controlled the secretion of piRNAs (piR-016658 and piR-016975) in breast cancer (71).

piRNAs and genetic variation

Although most studies have focused on the aberrant expression and function exploration of piRNAs, some studies have still noted the association between piRNAs and genetic variants (72). Single-nucleotide polymorphisms (SNPs) are the most common genetic variations (73). Chu et al. found that reference SNP rs11776042 (T > C) in piR-015551 participated in the development of CRC (74). Furthermore, SNPs in PIWI are more common and more strongly associated with cancer risk. A case–control study by Sung et al. found the pronounced protective effect of PIWIL1 rs11060845 in progesterone receptor-positive breast cancer patients. At the same time, two SNPs in PIWIL1 (rs4759659 and rs11060845) were correlated with disease-free survival (DFS). Another study found that an SNP in PIWIL1, rs10773771 (CT/CC), reduced the risk of HBV-associated HCC (75). Tumor risk assessment can be achieved by identifying SNPs in piRNAs and PIWI proteins.

piRNAs and epigenetic modification

The main modes of epigenetic modification include DNA methylation, histone modifications, and chromatin remodeling (7478). DNA methylation is closely related to oncological diseases, and CpG island methylation can lead to the transcriptional inactivation of oncogenes. Recent studies report that piRNAs are involved in CpG island methylation (76). In breast cancer, piR-021285 suppressed ARHGAP11A expression by facilitating methylation at a CpG site within the 5′UTR/first exon. ARHGAP11A is a known pro-apoptotic regulator, and its reduced expression leads to the inhibition of apoptosis (77). In breast cancer stem cells, piR-932 and PIWIL2 formed a complex to promote CpG island methylation of the Latexin promoter region and reduced its expression. Latexin is a tumor suppressor that reduces the transformation of senescent stem cells into cancer stem cells, showing a cancer-suppressive ability (78). A study demonstrated that PIWIL2 played an essential role in the transformation of cervical epithelial cells to tumor-initiating cells via epigenetics-based cell reprogramming (79). In addition, PIWIL1 mediated PTEN hypermethylation via DNA methyltransferase 1 in type I endometrial cancer (80). DNA methylation is mainly mediated by DNA methyltransferases, which consist of two major classes, DNMT3 (DNMT3a and DNMT3b) and DNMT1, that catalyze and maintain DNA methylation, respectively (81, 82). Except for DNA methylation, piRNAs and PIWI proteins are also closely related to histone modifications. piRNAs have the ability to promote histone modifications in D. melanogaster (83). In addition, PIWI proteins have been shown to directly influence histone modifications at piRNA targets (84, 85). As an important class of histone modifications, ubiquitination plays a very important role in protein localization, metabolism, regulation, and degradation. The association of ubiquitination with non-coding RNAs, including piRNAs, has also received much attention (86). In CRC, piR-823 repressed the ubiquitination of hypoxia-inducible factor 1α by upholding the expression of glucose 6 phosphate dehydrogenase, ultimately upregulating glucose consumption and suppressing intracellular reactive oxygen species content (87). The role of piRNAs in cancer often involves more than one cancer hallmark—for example, in multiple myeloma (MM), piR-823 inhibited tumor formation in vitro and in vivo and induced the expression of cell cycle regulators and apoptosis-related proteins as well as the secretion of vascular endothelial growth factor. More notably, piR-823 inhibition was also linked to the expression downregulation of de novo DNA methyltransferases DNMT3A and DNMT3B, the latter leading to the re-expression of the methylation-silenced tumor suppressor gene p16 (88). These diverse functions may harbor complex mechanisms that deserve further exploration.

piRNAs and chemotherapy

Chemotherapy is the most widely used treatment for malignant tumors (89). Some piRNAs are associated with chemotherapeutic efficacy and even have synergistic anticancer effects, providing new insights into how we can use piRNAs well to enhance chemoresistance or sensitivity. Recently, a study identified that piR-L-138 was a key factor of cisplatin resistance in patients suffering from lung squamous cell carcinoma (90). In addition, Tan et al. found that the upregulation of piR-36712 in breast cancer displayed a synergistic anticancer effect with chemotherapy drugs (24). Another interesting finding was that CRC cells with piR-54265 overexpression were resistant, while piR-54265 knockdown was sensitive to 5-FU and oxaliplatin, two first-line drugs commonly used in chemotherapy for advanced CRC (91). This finding will be significant for improving the efficacy of chemotherapy. Another study conducted by Roy et al. observed that the overexpression of piR-39980 decreased the sensitivity of the anticancer drug doxorubicin and inhibited the doxorubicin-mediated apoptosis of neuroblastoma cells (92). The discovery that piRNAs could regulate chemosensitivity sparks new hope for cancer therapy. However, little is known about its underlying regulatory mechanisms, and further research is needed in the future.

piRNAs in liquid biopsy

Liquid biopsy is considered an ideal channel for developing cancer biomarkers (93, 94). Common liquid specimens include blood, urine, cerebrospinal fluid, thoracoabdominal fluid, and bronchoalveolar lavage fluid. Compared with invasive examination, these specimens have the advantages of convenient collection, reliable repeatability, and high patient acceptance. Many studies have found abnormal piRNAs in the body fluids of cancer patients—for example, piR-823 was downregulated in the tissue but upregulated in the serum and urine of patients with renal cell carcinoma (RCC) (95). The piR-65 expression in different samples was also inconsistent. Cheng et al. suggested that piR-651 was upregulated in gastric cancer tissues, affecting cell growth and cell cycle arrest (96). On the contrary, Cui et al. showed that piR-651 was downregulated in the peripheral blood of gastric cancer patients with diagnostic significance (97). Interestingly, piR-651 expression was downregulated in the serum samples from classical Hodgkin’s lymphoma patients at diagnosis but rose to levels similar to healthy patients after complete remission, suggesting that piR-651 could be an indicator of long-term monitoring and disease progression (98). The same molecule was differentially expressed in different samples (tissue and blood) and before and after treatment. These findings prompted researchers to consider the possibility that piR-651 detected in the serum was derived from circulating cells rather than tumor cells. Zhou et al. also reported that a high piR-1245 expression was observed in the gastric juice of gastric cancer patients with poor OS, and the area under the curve (AUC) was 0.885, indicating that piR-1245 in gastric juice was both a diagnostic and prognostic indicator (99). Some other findings suggested that piR-823 mainly accumulated in the extracellular vesicles (EVs) of peripheral blood from MM patients and EVs from MM cells (MM-derived EVs). Among them, MM-derived EVs were able to effectively transfer piR-823 to EA.hy926 endothelial cells and alter their biological characteristics, such as cell proliferation, tube formation, and invasion (100). EVs are an intercellular communication tool that plays an essential role in information transmission and tumor microenvironment (101, 102). piRNAs encapsulated in EVs can be stably present in body fluids and have the potential to be promising markers for cancer diagnosis and prognosis.

piRNAs and immunity

Research on piRNAs has also been carried out in other areas such as immune regulation. It has been found that piR-30840 complementarily bound to pre-mRNA intron to inhibit IL-4 expression and Th2 T-lymphocyte development (103). In another study, myeloid-derived suppressor cells increased the production of piR-823, thereby enhancing the stemness of MM stem cells (104). Research on immune cell regulation based on piRNAs is still in its infancy, and it is worthwhile to explore more piRNAs in the tumor microenvironment.

Clinical significance of piRNAs in cancer

piRNAs as diagnostic biomarkers in cancer

For any malignancy, it would be of paramount significance to achieve early diagnosis. It is no longer sufficient to detect only traditional markers for the early diagnosis of various tumors. In some studies, piRNAs show a better diagnostic ability than traditional markers—for instance, piR-13643 (AUC = 0.821) and piR-21238 (AUC = 0.823) performed better than the currently used biomarker HBME1 in distinguishing malignant nodules from the benign ones and may serve as new biomarkers for an accurate detection of papillary thyroid carcinoma (105). In addition, serum piR-5937 and piR-28876 were able to distinguish CRC from healthy controls with very high sensitivity and specificity. The detailed values are shown in Table 1. Their diagnostic characteristics were compared with the traditional markers CEA and CA199. In comparison, alterations in piR-5937 and piR-28876 were detected in 71 and 69% of colon cancer patients, respectively, while CEA and CA199 alterations were detected in only 48 and 26% of patients, respectively. The highest diagnostic sensitivity (86%) was achieved with the combination of CEA, CA199, and both piRNAs (107). Accumulating studies have shown that piRNAs are good diagnostic markers in cancer (Table 1). Although a single piRNA is sufficient to distinguish cancer patients from healthy controls, combined biomarkers may be more diagnostically accurate than an individual biomarker. Qu et al. found that five differentially expressed piRNAs (piR-001311, piR-004153, piR-0177n 23, piR-017724, and piR-020365) performed better than CEA in CRC detection, with an area under the curve of 0.876 (108).

TABLE 1
www.frontiersin.org

Table 1 piRNAs as diagnostic or prognostic biomarkers in clinical studies.

piRNAs as prognostic biomarkers in cancer

Like other non-coding RNAs, piRNAs were associated with the prognosis of cancer patients. A total of 132 piRNAs were detected in the transcriptional atlas of the gastric cancer genome, and nearly half of them were overexpressed. Among them, piR-FR222326 was associated with OS and five piRNAs (piR-FR157678, piR-FR387750, piR-FR381169, piR-FR290353, and piR-FR064000) were significantly associated with recurrence-free survival (RFS) (114). Data from Zhao et al. suggested that HIWIL1 may be a useful prognostic factor for patients with HCC after curative resection, especially in the case of low serum AFP and low pathological grading (115). Lliev et al. also observed no difference in PIWIL2, PIWIL3, and PIWIL4 expression between RCC and renal parenchyma. However, their expression gradually decreased together with increasing clinical stage (116). Although the functional mechanisms of these piRNAs remain unclear, their expression is correlated with patient survival, tumor stage, or other clinical parameters. This suggests their potential as tumor prognostic markers.

Conclusion

Since the discovery of piRNAs in 2001, their critical role in different species and different conditions of physiology and pathology has been extensively reported. This paper reviews the advances in piRNA studies and provides a complete description of piRNA biogenesis, function, and clinical implications in cancer. Under normal conditions, piRNAs are synthesized and degraded in germ cells and somatic cells at relatively stable levels. However, when the piRNA expression is disrupted, they lose normal function and may lead to cancer development. Some trials have confirmed that piRNAs are aberrantly expressed within various cancers in a cancer-specific manner. Some piRNAs are also found in the blood or urine of cancer patients as diagnostic or prognostic indicators. Most reports are limited to their effect on tumor phenotype, and only a tiny fraction have investigated their mechanisms, leaving many unanswered questions. As candidate biomarkers, piRNAs require multi-center cohort studies with large samples to facilitate their clinical application in human cancer. Furthermore, although piRNAs are considered therapeutic targets, their association with available clinical therapies is mainly focused on chemotherapy. The role of piRNAs in radiotherapy and immunotherapy has not been explored. The comprehension of piRNAs is still in its infancy, and the development of multi-omics and high-throughput sequencing technologies is expected to help us gain a more comprehensive understanding. It is hoped that the description of this review will inspire more research and clinical trials to unlock the potential biological code of piRNAs.

Author contributions

JY searched for literature and drafted this manuscript. MX reviewed the manuscript and polished the grammar. XM, JS and YW performed extensive literature search and discussion. XX designed and revised the manuscript. All authors contributed to the article and approved the submitted version.

Funding

This work was supported by the National Natural Science Foundation of China (62176166, 62076254).

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Abbreviations

piRNAs, PIWI-interacting RNAs; dsRNAs, double-stranded RNAs; ssRNAs, single-stranded RNAs; RNAi, RNA interference; RISC, RNA-induced silencing complex; ccRCC, clear cell renal cell cancer; RCC, renal cell carcinoma; HCC, hepatocellular carcinoma; EMT, epithelial–mesenchymal transition; SNPs, single-nucleotide polymorphisms; CRC, colorectal cancer; DFS, disease-free survival; AUC, area under the curve; EVs, extracellular vesicles; MM, multiple myeloma; OS, overall survival; RFS, recurrence-free survival; H3K9me3, histone H3 lysine 9; RNA Pol II, RNA polymerase II.

References

1. Iannello A, Ciarrocchi A, Fragliasso V, Vaisitti T. Lift the curtain on long non-coding rnas in hematological malignancies: Pathogenic elements and potential targets. Cancer Lett (2022) 536:215645. doi: 10.1016/j.canlet.2022.215645

PubMed Abstract | CrossRef Full Text | Google Scholar

2. Quinn JJ, Chang HY. Unique features of long non-coding rna biogenesis and function. Nat Rev Genet (2016) 17:47–62. doi: 10.1038/nrg.2015.10

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Lu TX, Rothenberg ME. Microrna. J Allergy Clin Immunol (2018) 141:1202–07. doi: 10.1016/j.jaci.2017.08.034

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Hammond SM. An overview of micrornas. Adv Drug Delivery Rev (2015) 87:3–14. doi: 10.1016/j.addr.2015.05.001

CrossRef Full Text | Google Scholar

5. Brummelkamp TR, Bernards R, Agami R. A system for stable expression of short interfering rnas in mammalian cells. Science (2002) 296:550–3. doi: 10.1126/science.1068999

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Ozata DM, Gainetdinov I, Zoch A, O’Carroll D, Zamore PD. Piwi-interacting rnas: Small rnas with big functions. Nat Rev Genet (2019) 20:89–108. doi: 10.1038/s41576-018-0073-3

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Aravin AA, Naumova NM, Tulin AV, Vagin VV, Rozovsky YM, Gvozdev VA. Double-stranded rna-mediated silencing of genomic tandem repeats and transposable elements in the d. Melanogaster Germline Curr Biol (2001) 11:1017–27. doi: 10.1016/s0960-9822(01)00299-8

CrossRef Full Text | Google Scholar

8. Aravin A, Gaidatzis D, Pfeffer S, Lagos-Quintana M, Landgraf P, Iovino N, et al. A novel class of small rnas bind to mili protein in mouse testes. Nature (2006) 442:203–7. doi: 10.1038/nature04916

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Iwasaki YW, Siomi MC, Siomi H. Piwi-interacting rna: Its biogenesis and functions. Annu Rev Biochem (2015) 84:405–33. doi: 10.1146/annurev-biochem-060614-034258

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Wei JW, Huang K, Yang C, Kang CS. Non-coding rnas as regulators in epigenetics (review). Oncol Rep (2017) 37:3–9. doi: 10.3892/or.2016.5236

PubMed Abstract | CrossRef Full Text | Google Scholar

11. Zuo L, Wang Z, Tan Y, Chen X, Luo X. Pirnas and their functions in the brain. Int J Hum Genet (2016) 16:53–60. doi: 10.1080/09723757.2016.11886278

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Ghildiyal M, Zamore PD. Small silencing rnas: An expanding universe. Nat Rev Genet (2009) 10:94–108. doi: 10.1038/nrg2504

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Kim VN, Han J, Siomi MC. Biogenesis of small rnas in animals. Nat Rev Mol Cell Biol (2009) 10:126–39. doi: 10.1038/nrm2632

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Hayashi R, Schnabl J, Handler D, Mohn F, Ameres SL, Brennecke J. Genetic and mechanistic diversity of pirna 3’-end formation. Nature (2016) 539:588–92. doi: 10.1038/nature20162

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Webster A, Li S, Hur JK, Wachsmuth M, Bois JS, Perkins EM, et al. Aub and ago3 are recruited to nuage through two mechanisms to form a ping-pong complex assembled by krimper. Mol Cell (2015) 59:564–75. doi: 10.1016/j.molcel.2015.07.017

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Kabayama Y, Toh H, Katanaya A, Sakurai T, Chuma S, Kuramochi-Miyagawa S, et al. Roles of miwi, mili and pld6 in small rna regulation in mouse growing oocytes. Nucleic Acids Res (2017) 45:5387–98. doi: 10.1093/nar/gkx027

PubMed Abstract | CrossRef Full Text | Google Scholar

17. Ding D, Liu J, Dong K, Melnick AF, Latham KE, Chen C. Mitochondrial membrane-based initial separation of miwi and mili functions during pachytene pirna biogenesis. Nucleic Acids Res (2019) 47:2594–608. doi: 10.1093/nar/gky1281

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Hasuwa H, Ishino K, Siomi H. Human piwi (hiwi) is an azoospermia factor. Sci China Life Sci (2018) 61:348–50. doi: 10.1007/s11427-017-9149-0

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Gou LT, Kang JY, Dai P, Wang X, Li F, Zhao S, et al. Ubiquitination-deficient mutations in human piwi cause male infertility by impairing histone-to-protamine exchange during spermiogenesis. Cell (2017) 169:1090–104 e13. doi: 10.1016/j.cell.2017.04.034

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Siomi MC, Sato K, Pezic D, Aravin AA. Piwi-interacting small rnas: The vanguard of genome defence. Nat Rev Mol Cell Biol (2011) 12:246–58. doi: 10.1038/nrm3089

PubMed Abstract | CrossRef Full Text | Google Scholar

21. Zhang C, Sha H, Peng Y, Wang Y, Liu C, Zhou X. Pirna-dq541777 contributes to neuropathic pain via targeting cdk5rap1. J Neurosci (2019) 39:9028–39. doi: 10.1523/JNEUROSCI.1602-19.2019

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Gao XQ, Zhang YH, Liu F, Ponnusamy M, Zhao XM, Zhou LY, et al. The pirna chapir regulates cardiac hypertrophy by controlling mettl3-dependent n(6)-methyladenosine methylation of parp10 mrna. Nat Cell Biol (2020) 22:1319–31. doi: 10.1038/s41556-020-0576-y

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Sohn EJ, Jo YR, Park HT. Downregulation miwi-pirna regulates the migration of schwann cells in peripheral nerve injury. Biochem Biophys Res Commun (2019) 519:605–12. doi: 10.1016/j.bbrc.2019.09.008

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Tan L, Mai D, Zhang B, Jiang X, Zhang J, Bai R, et al. Piwi-interacting rna-36712 restrains breast cancer progression and chemoresistance by interaction with sepw1 pseudogene sepw1p rna. Mol Cancer (2019) 18:9. doi: 10.1186/s12943-019-0940-3

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Han H, Fan G, Song S, Jiang Y, Qian C, Zhang W, et al. Pirna-30473 contributes to tumorigenesis and poor prognosis by regulating m6a rna methylation in dlbcl. Blood (2021) 137:1603–14. doi: 10.1182/blood.2019003764

PubMed Abstract | CrossRef Full Text | Google Scholar

26. Huang X, Fejes Toth K, Aravin AA. Pirna biogenesis in drosophila melanogaster. Trends Genet (2017) 33:882–94. doi: 10.1016/j.tig.2017.09.002

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Sato K, Siomi MC. The pirna pathway in drosophila ovarian germ and somatic cells. Proc Jpn Acad Ser B Phys Biol Sci (2020) 96:32–42. doi: 10.2183/pjab.96.003

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Wu PH, Fu Y, Cecchini K, Ozata DM, Arif A, Yu T, et al. The evolutionarily conserved pirna-producing locus pi6 is required for male mouse fertility. Nat Genet (2020) 52:728–39. doi: 10.1038/s41588-020-0657-7

PubMed Abstract | CrossRef Full Text | Google Scholar

29. Chung PY, Shoji K, Izumi N, Tomari Y. Dynamic subcellular compartmentalization ensures fidelity of pirna biogenesis in silkworms. EMBO Rep (2021) 22:e51342. doi: 10.15252/embr.202051342

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Kiuchi T, Koga H, Kawamoto M, Shoji K, Sakai H, Arai Y, et al. A single female-specific pirna is the primary determiner of sex in the silkworm. Nature (2014) 509:633–6. doi: 10.1038/nature13315

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Grishok A. Rnai mechanisms in caenorhabditis elegans. FEBS Lett (2005) 579:5932–9. doi: 10.1016/j.febslet.2005.08.001

PubMed Abstract | CrossRef Full Text | Google Scholar

32. Han BW, Zamore PD. Pirnas. Curr Biol (2014) 24:R730–3. doi: 10.1016/j.cub.2014.07.037

PubMed Abstract | CrossRef Full Text | Google Scholar

33. Pippadpally S, Venkatesh T. Deciphering pirna biogenesis through cytoplasmic granules, mitochondria and exosomes. Arch Biochem Biophys (2020) 695:108597. doi: 10.1016/j.abb.2020.108597

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Czech B, Hannon GJ. One loop to rule them all: The ping-pong cycle and pirna-guided silencing. Trends Biochem Sci (2016) 41:324–37. doi: 10.1016/j.tibs.2015.12.008

PubMed Abstract | CrossRef Full Text | Google Scholar

35. Mohn F, Sienski G, Handler D, Brennecke J. The rhino-deadlock-cutoff complex licenses noncanonical transcription of dual-strand pirna clusters in drosophila. Cell (2014) 157:1364–79. doi: 10.1016/j.cell.2014.04.031

PubMed Abstract | CrossRef Full Text | Google Scholar

36. Zhang Z, Wang J, Schultz N, Zhang F, Parhad SS, Tu S, et al. The hp1 homolog rhino anchors a nuclear complex that suppresses pirna precursor splicing. Cell (2014) 157:1353–63. doi: 10.1016/j.cell.2014.04.030

PubMed Abstract | CrossRef Full Text | Google Scholar

37. Pane A, Jiang P, Zhao DY, Singh M, Schupbach T. The cutoff protein regulates pirna cluster expression and pirna production in the drosophila germline. EMBO J (2011) 30:4601–15. doi: 10.1038/emboj.2011.334

PubMed Abstract | CrossRef Full Text | Google Scholar

38. Olivieri D, Sykora MM, Sachidanandam R, Mechtler K, Brennecke J. An in vivo rnai assay identifies major genetic and cellular requirements for primary pirna biogenesis in drosophila. EMBO J (2010) 29:3301–17. doi: 10.1038/emboj.2010.212

PubMed Abstract | CrossRef Full Text | Google Scholar

39. Nishimasu H, Ishizu H, Saito K, Fukuhara S, Kamatani MK, Bonnefond L, et al. Structure and function of zucchini endoribonuclease in pirna biogenesis. Nature (2012) 491:284–7. doi: 10.1038/nature11509

PubMed Abstract | CrossRef Full Text | Google Scholar

40. Ipsaro JJ, Haase AD, Knott SR, Joshua-Tor L, Hannon GJ. The structural biochemistry of zucchini implicates it as a nuclease in pirna biogenesis. Nature (2012) 491:279–83. doi: 10.1038/nature11502

PubMed Abstract | CrossRef Full Text | Google Scholar

41. Pane A, Wehr K, Schupbach T. Zucchini and squash encode two putative nucleases required for rasirna production in the drosophila germline. Dev Cell (2007) 12:851–62. doi: 10.1016/j.devcel.2007.03.022

PubMed Abstract | CrossRef Full Text | Google Scholar

42. Anastasakis D, Skeparnias I, Shaukat AN, Grafanaki K, Kanellou A, Taraviras S, et al. Mammalian pnldc1 is a novel poly(a) specific exonuclease with discrete expression during early development. Nucleic Acids Res (2016) 44:8908–20. doi: 10.1093/nar/gkw709

PubMed Abstract | CrossRef Full Text | Google Scholar

43. Kawaoka S, Izumi N, Katsuma S, Tomari Y. 3’ end formation of piwi-interacting rnas in vitro. Mol Cell (2011) 43:1015–22. doi: 10.1016/j.molcel.2011.07.029

PubMed Abstract | CrossRef Full Text | Google Scholar

44. Izumi N, Shoji K, Sakaguchi Y, Honda S, Kirino Y, Suzuki T, et al. Identification and functional analysis of the pre-pirna 3’ trimmer in silkworms. Cell (2016) 164:962–73. doi: 10.1016/j.cell.2016.01.008

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Ding D, Liu J, Dong K, Midic U, Hess RA, Xie H, et al. Pnldc1 is essential for pirna 3’ end trimming and transposon silencing during spermatogenesis in mice. Nat Commun (2017) 8:819. doi: 10.1038/s41467-017-00854-4

PubMed Abstract | CrossRef Full Text | Google Scholar

46. Zhang Y, Guo R, Cui Y, Zhu Z, Zhang Y, Wu H, et al. An essential role for pnldc1 in pirna 3’ end trimming and male fertility in mice. Cell Res (2017) 27:1392–96. doi: 10.1038/cr.2017.125

PubMed Abstract | CrossRef Full Text | Google Scholar

47. Horwich MD, Li C, Matranga C, Vagin V, Farley G, Wang P, et al. The drosophila rna methyltransferase, dmhen1, modifies germline pirnas and single-stranded sirnas in risc. Curr Biol (2007) 17:1265–72. doi: 10.1016/j.cub.2007.06.030

PubMed Abstract | CrossRef Full Text | Google Scholar

48. Saito K, Sakaguchi Y, Suzuki T, Suzuki T, Siomi H, Siomi MC. Pimet, the drosophila homolog of hen1, mediates 2’-o-methylation of piwi- interacting rnas at their 3’ ends. Genes Dev (2007) 21:1603–8. doi: 10.1101/gad.1563607

PubMed Abstract | CrossRef Full Text | Google Scholar

49. Kirino Y, Mourelatos Z. The mouse homolog of hen1 is a potential methylase for piwi-interacting rnas. RNA (2007) 13:1397–401. doi: 10.1261/rna.659307

PubMed Abstract | CrossRef Full Text | Google Scholar

50. Tushir JS, Zamore PD, Zhang Z. Snapshot: Mouse pirnas, piwi proteins, and the ping-pong cycle. Cell (2009) 139:830–30.e1. doi: 10.1016/j.cell.2009.10.042

PubMed Abstract | CrossRef Full Text | Google Scholar

51. Tushir JS, Zamore PD, Zhang Z. Snapshot: Fly pirnas, piwi proteins, and the ping-pong cycle. Cell (2009) 139:634, 34.e1. doi: 10.1016/j.cell.2009.10.021

CrossRef Full Text | Google Scholar

52. Nagao A, Mituyama T, Huang H, Chen D, Siomi MC, Siomi H. Biogenesis pathways of pirnas loaded onto ago3 in the drosophila testis. RNA (2010) 16:2503–15. doi: 10.1261/rna.2270710

PubMed Abstract | CrossRef Full Text | Google Scholar

53. Wang W, Han BW, Tipping C, Ge DT, Zhang Z, Weng Z, et al. Slicing and binding by ago3 or aub trigger piwi-bound pirna production by distinct mechanisms. Mol Cell (2015) 59:819–30. doi: 10.1016/j.molcel.2015.08.007

PubMed Abstract | CrossRef Full Text | Google Scholar

54. Ma C, Zhang L, Wang X, He S, Bai J, Li Q, et al. Pirna-63076 contributes to pulmonary arterial smooth muscle cell proliferation through acyl-coa dehydrogenase. J Cell Mol Med (2020) 24:5260–73. doi: 10.1111/jcmm.15179

PubMed Abstract | CrossRef Full Text | Google Scholar

55. Yao J, Wang YW, Fang BB, Zhang SJ, Cheng BL. Pir-651 and its function in 95-d lung cancer cells. BioMed Rep (2016) 4:546–50. doi: 10.3892/br.2016.628

PubMed Abstract | CrossRef Full Text | Google Scholar

56. Li D, Luo Y, Gao Y, Yang Y, Wang Y, Xu Y, et al. Pir-651 promotes tumor formation in non-small cell lung carcinoma through the upregulation of cyclin d1 and cdk4. Int J Mol Med (2016) 38:927–36. doi: 10.3892/ijmm.2016.2671

PubMed Abstract | CrossRef Full Text | Google Scholar

57. Jacobs DI, Qin Q, Fu A, Chen Z, Zhou J, Zhu Y. Pirna-8041 is downregulated in human glioblastoma and suppresses tumor growth in vitro and in vivo. Oncotarget (2018) 9:37616–26. doi: 10.18632/oncotarget.26331

PubMed Abstract | CrossRef Full Text | Google Scholar

58. Cheng J, Deng H, Xiao B, Zhou H, Zhou F, Shen Z, et al. Pir-823, a novel non-coding small rna, demonstrates in vitro and in vivo tumor suppressive activity in human gastric cancer cells. Cancer Lett (2012) 315:12–7. doi: 10.1016/j.canlet.2011.10.004

PubMed Abstract | CrossRef Full Text | Google Scholar

59. Lambert AW, Pattabiraman DR, Weinberg RA. Emerging biological principles of metastasis. Cell (2017) 168:670–91. doi: 10.1016/j.cell.2016.11.037

PubMed Abstract | CrossRef Full Text | Google Scholar

60. Hou JM, Krebs M, Ward T, Sloane R, Priest L, Hughes A, et al. Circulating tumor cells as a window on metastasis biology in lung cancer. Am J Pathol (2011) 178:989–96. doi: 10.1016/j.ajpath.2010.12.003

PubMed Abstract | CrossRef Full Text | Google Scholar

61. Busch J, Ralla B, Jung M, Wotschofsky Z, Trujillo-Arribas E, Schwabe P, et al. Piwi-interacting rnas as novel prognostic markers in clear cell renal cell carcinomas. J Exp Clin Cancer Res (2015) 34:61. doi: 10.1186/s13046-015-0180-3

PubMed Abstract | CrossRef Full Text | Google Scholar

62. Xie Y, Yang Y, Ji D, Zhang D, Yao X, Zhang X. Hiwi downregulation, mediated by shrna, reduces the proliferation and migration of human hepatocellular carcinoma cells. Mol Med Rep (2015) 11:1455–61. doi: 10.3892/mmr.2014.2847

PubMed Abstract | CrossRef Full Text | Google Scholar

63. Chen Z, Che Q, He X, Wang F, Wang H, Zhu M, et al. Stem cell protein piwil1 endowed endometrial cancer cells with stem-like properties via inducing epithelial-mesenchymal transition. BMC Cancer (2015) 15:811. doi: 10.1186/s12885-015-1794-8

PubMed Abstract | CrossRef Full Text | Google Scholar

64. Brabletz S, Schuhwerk H, Brabletz T, Stemmler MP. Dynamic emt: A multi-tool for tumor progression. EMBO J (2021) 40:e108647. doi: 10.15252/embj.2021108647

PubMed Abstract | CrossRef Full Text | Google Scholar

65. Chen T, You Y, Jiang H, Wang ZZ. Epithelial-mesenchymal transition (emt): A biological process in the development, stem cell differentiation, and tumorigenesis. J Cell Physiol (2017) 232:3261–72. doi: 10.1002/jcp.25797

PubMed Abstract | CrossRef Full Text | Google Scholar

66. Pastushenko I, Blanpain C. Emt transition states during tumor progression and metastasis. Trends Cell Biol (2019) 29:212–26. doi: 10.1016/j.tcb.2018.12.001

PubMed Abstract | CrossRef Full Text | Google Scholar

67. De Craene B, Berx G. Regulatory networks defining emt during cancer initiation and progression. Nat Rev Cancer (2013) 13:97–110. doi: 10.1038/nrc3447

PubMed Abstract | CrossRef Full Text | Google Scholar

68. Suski JM, Braun M, Strmiska V, Sicinski P. Targeting cell-cycle machinery in cancer. Cancer Cell (2021) 39:759–78. doi: 10.1016/j.ccell.2021.03.010

PubMed Abstract | CrossRef Full Text | Google Scholar

69. Yin J, Jiang XY, Qi W, Ji CG, Xie XL, Zhang DX, et al. Pir-823 contributes to colorectal tumorigenesis by enhancing the transcriptional activity of hsf1. Cancer Sci (2017) 108:1746–56. doi: 10.1111/cas.13300

PubMed Abstract | CrossRef Full Text | Google Scholar

70. Liu X, Sun Y, Guo J, Ma H, Li J, Dong B, et al. Expression of hiwi gene in human gastric cancer was associated with proliferation of cancer cells. Int J Cancer (2006) 118:1922–9. doi: 10.1002/ijc.21575

PubMed Abstract | CrossRef Full Text | Google Scholar

71. Lu J, Zhao Q, Ding X, Guo Y, Li Y, Xu Z, et al. Cyclin d1 promotes secretion of pro-oncogenic immuno-mirnas and pirnas. Clin Sci (Lond) (2020) 134:791–805. doi: 10.1042/CS20191318

PubMed Abstract | CrossRef Full Text | Google Scholar

72. Xin J, Du M, Jiang X, Wu Y, Ben S, Zheng R, et al. Systematic evaluation of the effects of genetic variants on piwi-interacting rna expression across 33 cancer types. Nucleic Acids Res (2021) 49:90–7. doi: 10.1093/nar/gkaa1190

PubMed Abstract | CrossRef Full Text | Google Scholar

73. Fanfani V, Citi L, Harris AL, Pezzella F, Stracquadanio G. The landscape of the heritable cancer genome. Cancer Res (2021) 81:2588–99. doi: 10.1158/0008-5472.CAN-20-3348

PubMed Abstract | CrossRef Full Text | Google Scholar

74. Chu H, Xia L, Qiu X, Gu D, Zhu L, Jin J, et al. Genetic variants in noncoding piwi-interacting rna and colorectal cancer risk. Cancer (2015) 121:2044–52. doi: 10.1002/cncr.29314

PubMed Abstract | CrossRef Full Text | Google Scholar

75. Liu L, An J, Liu J, Wen J, Zhai X, Liu Y, et al. Potentially functional genetic variants in microrna processing genes and risk of hbv-related hepatocellular carcinoma. Mol Carcinog (2013) 52 (Suppl 1):E148–54. doi: 10.1002/mc.22062

PubMed Abstract | CrossRef Full Text | Google Scholar

76. Siddiqi S, Matushansky I. Piwis and piwi-interacting rnas in the epigenetics of cancer. J Cell Biochem (2012) 113:373–80. doi: 10.1002/jcb.23363

PubMed Abstract | CrossRef Full Text | Google Scholar

77. Fu A, Jacobs DI, Hoffman AE, Zheng T, Zhu Y. Piwi-interacting rna 021285 is involved in breast tumorigenesis possibly by remodeling the cancer epigenome. Carcinogenesis (2015) 36:1094–102. doi: 10.1093/carcin/bgv105

PubMed Abstract | CrossRef Full Text | Google Scholar

78. Zhang H, Ren Y, Xu H, Pang D, Duan C, Liu C. The expression of stem cell protein piwil2 and pir-932 in breast cancer. Surg Oncol (2013) 22:217–23. doi: 10.1016/j.suronc.2013.07.001

PubMed Abstract | CrossRef Full Text | Google Scholar

79. Feng D, Yan K, Zhou Y, Liang H, Liang J, Zhao W, et al. Piwil2 is reactivated by hpv oncoproteins and initiates cell reprogramming via epigenetic regulation during cervical cancer tumorigenesis. Oncotarget (2016) 7:64575–88. doi: 10.18632/oncotarget.11810

PubMed Abstract | CrossRef Full Text | Google Scholar

80. Chen Z, Che Q, Jiang FZ, Wang HH, Wang FY, Liao Y, et al. Piwil1 causes epigenetic alteration of pten gene via upregulation of DNA methyltransferase in type i endometrial cancer. Biochem Biophys Res Commun (2015) 463:876–80. doi: 10.1016/j.bbrc.2015.06.028

PubMed Abstract | CrossRef Full Text | Google Scholar

81. Chen Z, Zhang Y. Role of mammalian DNA methyltransferases in development. Annu Rev Biochem (2020) 89:135–58. doi: 10.1146/annurev-biochem-103019-102815

PubMed Abstract | CrossRef Full Text | Google Scholar

82. Lyko F. The DNA methyltransferase family: A versatile toolkit for epigenetic regulation. Nat Rev Genet (2018) 19:81–92. doi: 10.1038/nrg.2017.80

PubMed Abstract | CrossRef Full Text | Google Scholar

83. Yang F, Wang PJ. Multiple lines of retrotransposon silencing mechanisms in the mammalian germline. Semin Cell Dev Biol (2016) 59:118–25. doi: 10.1016/j.semcdb.2016.03.001

PubMed Abstract | CrossRef Full Text | Google Scholar

84. Lau NC, Seto AG, Kim J, Kuramochi-Miyagawa S, Nakano T, Bartel DP, et al. Characterization of the pirna complex from rat testes. Science (2006) 313:363–7. doi: 10.1126/science.1130164

PubMed Abstract | CrossRef Full Text | Google Scholar

85. Grivna ST, Beyret E, Wang Z, Lin H. A novel class of small rnas in mouse spermatogenic cells. Genes Dev (2006) 20:1709–14. doi: 10.1101/gad.1434406

PubMed Abstract | CrossRef Full Text | Google Scholar

86. Popovic D, Vucic D, Dikic I. Ubiquitination in disease pathogenesis and treatment. Nat Med (2014) 20:1242–53. doi: 10.1038/nm.3739

PubMed Abstract | CrossRef Full Text | Google Scholar

87. Feng J, Yang M, Wei Q, Song F, Zhang Y, Wang X, et al. Novel evidence for oncogenic pirna-823 as a promising prognostic biomarker and a potential therapeutic target in colorectal cancer. J Cell Mol Med (2020) 24:9028–40. doi: 10.1111/jcmm.15537

PubMed Abstract | CrossRef Full Text | Google Scholar

88. Yan H, Wu QL, Sun CY, Ai LS, Deng J, Zhang L, et al. Pirna-823 contributes to tumorigenesis by regulating de novo DNA methylation and angiogenesis in multiple myeloma. Leukemia (2015) 29:196–206. doi: 10.1038/leu.2014.135

PubMed Abstract | CrossRef Full Text | Google Scholar

89. Garofalo M, Croce CM. Micrornas as therapeutic targets in chemoresistance. Drug Resist Update (2013) 16:47–59. doi: 10.1016/j.drup.2013.05.001

CrossRef Full Text | Google Scholar

90. Wang Y, Gable T, Ma MZ, Clark D, Zhao J, Zhang Y, et al. A pirna-like small rna induces chemoresistance to cisplatin-based therapy by inhibiting apoptosis in lung squamous cell carcinoma. Mol Ther Nucleic Acids (2017) 6:269–78. doi: 10.1016/j.omtn.2017.01.003

PubMed Abstract | CrossRef Full Text | Google Scholar

91. Mai D, Ding P, Tan L, Zhang J, Pan Z, Bai R, et al. Piwi-interacting rna-54265 is oncogenic and a potential therapeutic target in colorectal adenocarcinoma. Theranostics (2018) 8:5213–30. doi: 10.7150/thno.28001

PubMed Abstract | CrossRef Full Text | Google Scholar

92. Roy J, Das B, Jain N, Mallick B. Piwi-interacting rna 39980 promotes tumor progression and reduces drug sensitivity in neuroblastoma cells. J Cell Physiol (2020) 235:2286–99. doi: 10.1002/jcp.29136

PubMed Abstract | CrossRef Full Text | Google Scholar

93. Chen M, Zhao H. Next-generation sequencing in liquid biopsy: Cancer screening and early detection. Hum Genomics (2019) 13:34. doi: 10.1186/s40246-019-0220-8

PubMed Abstract | CrossRef Full Text | Google Scholar

94. Nagasaka M, Uddin MH, Al-Hallak MN, Rahman S, Balasubramanian S, Sukari A, et al. Liquid biopsy for therapy monitoring in early-stage non-small cell lung cancer. Mol Cancer (2021) 20:82. doi: 10.1186/s12943-021-01371-1

PubMed Abstract | CrossRef Full Text | Google Scholar

95. Iliev R, Fedorko M, Machackova T, Mlcochova H, Svoboda M, Pacik D, et al. Expression levels of piwi-interacting rna, pir-823, are deregulated in tumor tissue, blood serum and urine of patients with renal cell carcinoma. Anticancer Res (2016) 36:6419–23. doi: 10.21873/anticanres.11239

PubMed Abstract | CrossRef Full Text | Google Scholar

96. Cheng J, Guo JM, Xiao BX, Miao Y, Jiang Z, Zhou H, et al. Pirna, the new non-coding rna, is aberrantly expressed in human cancer cells. Clin Chim Acta (2011) 412:1621–5. doi: 10.1016/j.cca.2011.05.015

PubMed Abstract | CrossRef Full Text | Google Scholar

97. Cui L, Lou Y, Zhang X, Zhou H, Deng H, Song H, et al. Detection of circulating tumor cells in peripheral blood from patients with gastric cancer using pirnas as markers. Clin Biochem (2011) 44:1050–57. doi: 10.1016/j.clinbiochem.2011.06.004

PubMed Abstract | CrossRef Full Text | Google Scholar

98. Cordeiro A, Navarro A, Gaya A, Diaz-Beya M, Gonzalez-Farre B, Castellano JJ, et al. Piwirna-651 as marker of treatment response and survival in classical hodgkin lymphoma. Oncotarget (2016) 7:46002–13. doi: 10.18632/oncotarget.10015

PubMed Abstract | CrossRef Full Text | Google Scholar

99. Zhou X, Liu J, Meng A, Zhang L, Wang M, Fan H, et al. Gastric juice pir-1245: A promising prognostic biomarker for gastric cancer. J Clin Lab Anal (2020) 34:e23131. doi: 10.1002/jcla.23131

PubMed Abstract | CrossRef Full Text | Google Scholar

100. Li B, Hong J, Hong M, Wang Y, Yu T, Zang S, et al. Pirna-823 delivered by multiple myeloma-derived extracellular vesicles promoted tumorigenesis through re-educating endothelial cells in the tumor environment. Oncogene (2019) 38:5227–38. doi: 10.1038/s41388-019-0788-4

PubMed Abstract | CrossRef Full Text | Google Scholar

101. Becker A, Thakur BK, Weiss JM, Kim HS, Peinado H, Lyden D. Extracellular vesicles in cancer: Cell-to-cell mediators of metastasis. Cancer Cell (2016) 30:836–48. doi: 10.1016/j.ccell.2016.10.009

PubMed Abstract | CrossRef Full Text | Google Scholar

102. Maacha S, Bhat AA, Jimenez L, Raza A, Haris M, Uddin S, et al. Extracellular vesicles-mediated intercellular communication: Roles in the tumor microenvironment and anti-cancer drug resistance. Mol Cancer (2019) 18:55. doi: 10.1186/s12943-019-0965-7

PubMed Abstract | CrossRef Full Text | Google Scholar

103. Zhong F, Zhou N, Wu K, Guo Y, Tan W, Zhang H, et al. A snorna-derived pirna interacts with human interleukin-4 pre-mrna and induces its decay in nuclear exosomes. Nucleic Acids Res (2015) 43:10474–91. doi: 10.1093/nar/gkv954

PubMed Abstract | CrossRef Full Text | Google Scholar

104. Ai L, Mu S, Sun C, Fan F, Yan H, Qin Y, et al. Myeloid-derived suppressor cells endow stem-like qualities to multiple myeloma cells by inducing pirna-823 expression and dnmt3b activation. Mol Cancer (2019) 18:88. doi: 10.1186/s12943-019-1011-5

PubMed Abstract | CrossRef Full Text | Google Scholar

105. Chang Z, Ji G, Huang R, Chen H, Gao Y, Wang W, et al. Piwi-interacting rnas pir-13643 and pir-21238 are promising diagnostic biomarkers of papillary thyroid carcinoma. Aging (Albany NY) (2020) 12:9292–310. doi: 10.18632/aging.103206

PubMed Abstract | CrossRef Full Text | Google Scholar

106. Li W, Kheimeh Sari HM, Li X. Emerging layered metallic vanadium disulfide for rechargeable metal-ion batteries: Progress and opportunities. ChemSusChem (2020) 13:1172–202. doi: 10.1002/cssc.201903081

PubMed Abstract | CrossRef Full Text | Google Scholar

107. Vychytilova-Faltejskova P, Stitkovcova K, Radova L, Sachlova M, Kosarova Z, Slaba K, et al. Circulating piwi-interacting rnas pir-5937 and pir-28876 are promising diagnostic biomarkers of colon cancer. Cancer Epidemiol Biomarkers Prev (2018) 27:1019–28. doi: 10.1158/1055-9965.EPI-18-0318

PubMed Abstract | CrossRef Full Text | Google Scholar

108. Qu A, Wang W, Yang Y, Zhang X, Dong Y, Zheng G, et al. A serum pirna signature as promising non-invasive diagnostic and prognostic biomarkers for colorectal cancer. Cancer Manag Res (2019) 11:3703–20. doi: 10.2147/CMAR.S193266

PubMed Abstract | CrossRef Full Text | Google Scholar

109. Mai D, Zheng Y, Guo H, Ding P, Bai R, Li M, et al. Serum pirna-54265 is a new biomarker for early detection and clinical surveillance of human colorectal cancer. Theranostics (2020) 10:8468–78. doi: 10.7150/thno.46241

PubMed Abstract | CrossRef Full Text | Google Scholar

110. Wang Z, Yang H, Ma D, Mu Y, Tan X, Hao Q, et al. Serum piwi-interacting rnas pir-020619 and pir-020450 are promising novel biomarkers for early detection of colorectal cancer. Cancer Epidemiol Biomarkers Prev (2020) 29:990–98. doi: 10.1158/1055-9965.EPI-19-1148

PubMed Abstract | CrossRef Full Text | Google Scholar

111. Iyer DN, Wan TM, Man JH, Sin RW, Li X, Lo OS, et al. Small rna profiling of pirnas in colorectal cancer identifies consistent overexpression of pir-24000 that correlates clinically with an aggressive disease phenotype. Cancers (Basel) (2020) 12:188. doi: 10.3390/cancers12010188

CrossRef Full Text | Google Scholar

112. Su JF, Zhao F, Gao ZW, Hou YJ, Li YY, Duan LJ, et al. Pir-823 demonstrates tumor oncogenic activity in esophageal squamous cell carcinoma through DNA methylation induction via DNA methyltransferase 3b. Pathol Res Pract (2020) 216:152848. doi: 10.1016/j.prp.2020.152848

PubMed Abstract | CrossRef Full Text | Google Scholar

113. Wijeratne MP, Ostbye T. Knowledge, attitudes and practices relating to leprosy among public health care providers in colombo, sri lanka. Lepr Rev (2017) 88:75–84. doi: 10.47276/lr.88.1.75

PubMed Abstract | CrossRef Full Text | Google Scholar

114. Martinez VD, Enfield KSS, Rowbotham DA, Lam WL. An atlas of gastric piwi-interacting rna transcriptomes and their utility for identifying signatures of gastric cancer recurrence. Gastric Cancer (2016) 19:660–65. doi: 10.1007/s10120-015-0487-y

PubMed Abstract | CrossRef Full Text | Google Scholar

115. Zhao YM, Zhou JM, Wang LR, He HW, Wang XL, Tao ZH, et al. Hiwi is associated with prognosis in patients with hepatocellular carcinoma after curative resection. Cancer (2012) 118:2708–17. doi: 10.1002/cncr.26524

PubMed Abstract | CrossRef Full Text | Google Scholar

116. Iliev R, Stanik M, Fedorko M, Poprach A, Vychytilova-Faltejskova P, Slaba K, et al. Decreased expression levels of piwil1, piwil2, and piwil4 are associated with worse survival in renal cell carcinoma patients. Onco Targets Ther (2016) 9:217–22. doi: 10.2147/OTT.S91295

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: piRNA, PIWI, cancer, biomarkers, diagnosis, prognosis

Citation: Yao J, Xie M, Ma X, Song J, Wang Y and Xue X (2022) PIWI-interacting RNAs in cancer: Biogenesis, function, and clinical significance. Front. Oncol. 12:965684. doi: 10.3389/fonc.2022.965684

Received: 10 June 2022; Accepted: 01 September 2022;
Published: 23 September 2022.

Edited by:

Lui Ng, The University of Hong Kong, Hong Kong SAR, China

Reviewed by:

Yingbin Liu, Shanghai Jiao Tong University, China
Çağrı Öner, Maltepe University, Turkey

Copyright © 2022 Yao, Xie, Ma, Song, Wang and Xue. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Xinying Xue, eHVleGlueWluZzI5ODhAYmpzanRoLmNu

These authors have contributed equally to this work

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.