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Sperm acrosome overgrowth and infertility in mice lacking chromosome 18 pachytene piRNA


Authors: Heejin Choi aff001;  Zhengpin Wang aff001;  Jurrien Dean aff001
Authors place of work: Laboratory of Cellular and Developmental Biology, NIDDK, National Institutes of Health, Bethesda, MD, United States of America aff001
Published in the journal: Sperm acrosome overgrowth and infertility in mice lacking chromosome 18 pachytene piRNA. PLoS Genet 17(4): e1009485. doi:10.1371/journal.pgen.1009485
Category: Research Article
doi: https://doi.org/10.1371/journal.pgen.1009485

Summary

piRNAs are small non-coding RNAs required to maintain genome integrity and preserve RNA homeostasis during male gametogenesis. In murine adult testes, the highest levels of piRNAs are present in the pachytene stage of meiosis, but their mode of action and function remain incompletely understood. We previously reported that BTBD18 binds to 50 pachytene piRNA-producing loci. Here we show that spermatozoa in gene-edited mice lacking a BTBD18 targeted pachytene piRNA cluster on Chr18 have severe sperm head dysmorphology, poor motility, impaired acrosome exocytosis, zona pellucida penetration and are sterile. The mutant phenotype arises from aberrant formation of proacrosomal vesicles, distortion of the trans-Golgi network, and up-regulation of GOLGA2 transcripts and protein associated with acrosome dysgenesis. Collectively, our findings reveal central role of pachytene piRNAs in controlling spermiogenesis and male fertility.

Keywords:

Acrosomes – Germ cells – Sperm – Sperm head – Spermatids – Spermatogenesis – Testes – Vesicles

Introduction

Genome integrity and RNA homeostasis are essential for mammalian gametogenesis and rely on miRNA (microRNAs), siRNAs (small interfering RNAs) and piRNAs (P-element induced wimpy testis [PIWI]-interacting RNAs) [1,2]. piRNAs are the most abundant population of small, non-coding RNAs in male gonads. During mouse spermatogenesis, germ cells produce pre-pachytene piRNAs derived from transposable elements and subsequently generate pachytene piRNAs from distinctive loci scattered throughout the genome [35]. The most well-studied and conserved function of pre-pachytene piRNAs is repression of transposons to ensure integrity of the germline genome [612]. Pachytene piRNAs derive their designation from expression during meiosis and are considerably more abundant than pre-pachytene piRNAs [13]. Although mice lacking proteins required for pachytene piRNA biogenesis have spermatogenic arrest and male sterility [5,1417], the functions of pachytene piRNAs themselves are much less understood. Hypotheses for their role include: 1) cleaving mRNAs necessary for meiotic progression; and 2) directed degradation of target mRNA analogous to miRNA function in somatic cells have been proposed [1821]. However, despite being the major mouse piRNA cluster, 17-qA3.3-27363(-),26735(+) inactivation has no discernable phenotype or impact on male fertility [22]. This suggests either extensive genetic redundancy among pachytene piRNAs or a lack of biological function. A recent study provides the first evidence that deletion of the promoter of the bi-directionally transcribed pachytene piRNA cluster 6-qF3-28913(-),8009(+) leads to severe male subfertility [23]. Thus, pachytene piRNAs play essential roles in murine male fertility.

Mouse spermatogenesis has three distinct phases: 1) mitotic proliferation and differentiation; 2) meiosis with two reductive divisions to form haploid gametes; and 3) spermiogenesis in which terminally differentiated, round spermatids undergo a remarkable transformation. During this latter process, male germ cells shed cytoplasmic droplets and transmogrify into elongated mature spermatozoa with a sperm-unique acrosome overlying a condensed nucleus, a mid-piece filled with mitochondria and a flagellum for forward motility necessary to pass through the female reproductive tract and fertilize eggs. The 16 stages of spermiogenesis are divided into four phases: Golgi (stages 1–3), cap (stages 4–7), acrosome (stages 8–12), and maturation (stages 13–16) [2428]. The acrosome is a specialized subcellular, membranous organelle located at the anterior portion of the sperm head. It is an exocytotic vesicle that contains enzymes essential for fertilization, dispersion of cumulus cells and/or sperm penetration of the zona pellucida [24,25,29,30]. Acrosome biogenesis begins in the concave region of the spermatid nucleus during the Golgi phase of spermiogenesis. Golgi-derived proacrosomal vesicles (PVs) accumulate and a single large acrosomal granule (AG) is formed by fusion of small vesicles. The AG attaches to the nuclear envelope via the acroplaxome (Apx), a structure that lies between the inner membrane of the acrosome and nucleus [26]. By combining with additional Golgi-derived vesicles, the size of the acrosome increases and spreads over the anterior nuclear pole during the cap phase of spermiogenesis. The subsequent elongation phase which forms mature spermatozoa is mediated by the perinuclear ring of the manchette and its associated microtubules that are subsequently degraded. The manchette is a temporary microtubular/actin-containing structure that is critical for acrosomal vesicle formation, macromolecule transport to the centrosome and development of the spermatid principal piece (tail) [27]. Despite the well-documented morphologic changes in acrosome biogenesis during spermiogenesis, the underlying molecular mechanisms remain to be determined. Because of chromatin condensation in which nuclear histones are replaced with disulfide-bond rich protamines, elongating spermatids and mature sperm are transcriptionally silent. Thus, accurate post-transcriptional quality control of RNA and proteins is critical for normal spermatogenesis.

We previously identified a pachytene germ cell nuclear protein, BTBD18, that acts as a licensing factor for RNA polymerase II elongation at fifty pachytene piRNA sites scattered across autosomes. About half of these sites are transcribed on alternative strands of DNA from bi-directional, A-MYB and BTBD18-binding promoters. The absence of BTBD18 in Btbd18Null mice disrupts piRNA biogenesis, arrests spermiogenesis at an early stage and results in male sterility [31]. To explore the functional importance of pachytene piRNAs, we have used CRISPR/Cas9 genome editing to establish mouse lines unable to express the bi-directional pachytene piRNA cluster 18-qE-36451.1(-),1295(+) (referred to as pi18). Although mice lacking pi18 pachytene piRNAs produce mature spermatozoa, the mutant sperm have strikingly overgrown acrosomes with severely reduced hyperactivity rendering them unable to penetrate the zona pellucida surrounding eggs and are sterile. By investigating the transcriptome profiles of pi18 mutant testicular germ cells, we discovered increased abundance of Golga2 transcripts associated with acrosome overgrowth. Taken together our data indicate that pi18 pachytene piRNAs play an essential role during spermiogenesis which is critical for male fertility.

Results

pi18 pachytene piRNAs are required for spermatogenesis

To disrupt the bi-directional piRNA promoter at the precursor locus on Chr18, we used a pair of single-guide RNAs (S1A and S1C Fig). From founders that passed the mutant allele through their germline, we established mouse lines with a ~1.3 kb deletion in the promoter of the pi18 piRNA cluster and bred them to homozygosity (referred to as pi18Δ/Δ, S1B Fig). To determine if the loss of pachytene piRNAs transcribed on Chr18 affected reproduction, we mated B6D2F1 females with pi18Δ/Δ or control male mice. Vaginal plugs were observed in all females. pi18Δ/Δ male mice did not produce litters whereas control males did and pi18Δ/Δ female mice had normal fertility (Fig 1B).

Fig. 1. Pachytene piRNA derived from pi18 is essential for spermatogenesis and male fertility.
Pachytene piRNA derived from <i>pi18</i> is essential for spermatogenesis and male fertility.
(A) Schematic diagram of the Chr18 piRNA coding region and the DNA fragment deleted using CRISPR/Cas9 to generate bi-directional promoter deletion (Δ/Δ) mutant mice (top). Red bar, A-MYB and BTBD18 binding loci. Precursor and mature piRNA abundance at pi18 piRNA cluster in P28 testes of wild-type (+/+), heterozygous (+/Δ) and homozygous (Δ/Δ) mutant mice (bottom). RPKM, reads per kilobase million; PPM, parts per million reads. (B) Average litter size of adult male (squares, n = 6) and female (circles, n = 4) controls and mutant mice. (C) Representative macroscopic appearance (left) and quantification (right) of testes weight of 8 wk/old controls and mutant mice (n ≤ 10 per each genotype). Scale bar, 2 mm. (D) Testicular sections from 8 wk/old mice were stained with periodic acid-Schiff (PAS) and hematoxylin (H) (n = 3). Stage of seminiferous epithelium cycles was determined by morphology of spermatocytes and rounds spermatids. Pl, preleptotene spermatocyte; PS, pachytene spermatocyte; RS, round spermatid; ES, elongating spermatid. Scale bar, 50 μm; inset, scale bar, 5 μm. (E) PAS&H staining of cauda epididymis from 12 wk/old mice (n = 2). Black arrowheads, sloughing germ cells. Scale bar, 50 μm; inset, scale bar, 5 μm. (F) Representative differential interference contrast (DIC) micrograph images of sperm from 12 wk/old mice, with nuclei counterstained with Hoechst 33342 (blue) (n = 3). Scale bar, 5 μm; inset, scale bar, 0.5 μm; Arrow, apical hook. B, C The box indicates median ± interquartile range, the whiskers indicate the highest/lowest values and midlines are median values. NS, not significant, *P < 0.05, ****P < 0.0001.

The growth rates of pi18Δ/Δ and control male mice did not differ, but the average weight of testes from adult mutant mice was ~45% less than controls (Fig 1C). Because pi18Δ/Δ male mice were sterile, we investigated the stage at which spermatogenesis failed. Despite having half the genetic identity of WT controls, heterozygous pi18+/Δ mice have WT levels of pi18 piRNA precursors, in vivo fertility, and no discernable phenotype (Fig 1A, 1B, 1D and 1F). This suggests that pi18 pachytene piRNAs are not haploinsufficient and pi18+/Δ were used subsequently as controls to investigate pi18Δ/Δ mutant defects. Compared to these controls, spermatocytes, round spermatids, and early elongating spermatids were largely unaltered, while condensed spermatids at steps 14–16 of spermiogenesis (stages III-VIII of spermatogenesis) were significantly reduced in the seminiferous tubules of pi18Δ/Δ testes (Fig 1D). Concomitantly, there was a significant increase in the number of apoptotic cells in seminiferous tubules of pi18Δ/Δ mice. Examination of seminiferous tubules indicated that a significant number of spermatocytes (but not all) become apoptotic at stage IX-X and most apoptotic cells were identified as spermatids in stage XI-XII (S2A Fig). In addition, we frequently found histological abnormalities including disordered arrangement of elongating spermatids and vacuolation in pi18Δ/Δ testes (S2B and S2C Fig). pi18Δ/Δ mice were infertile, but spermatozoa associated with sloughed germ cells were present in the lumen of their epididymides (Figs 1E and S2D).

pi18 pachytene piRNAs are essential for sperm capacitation and fertilization

To further characterize the pathology, sperm were collected from the vas deferens and cauda epididymis of control and pi18Δ/Δ mice. Intriguingly, most sperm from pi18Δ/Δ mice exhibited various abnormalities of acrosomal overgrowth (Fig 1F). The number of pi18Δ/Δ sperm was significantly less than controls, but 62% of mutant sperm were viable (Fig 2A and 2B). Based on computer-assisted sperm analysis (CASA), most caudal sperm from pi18Δ/Δ mice were motile, but had severely decreased hyperactivity and all parameters describing the speed of their movements, including path velocity (VAP), track velocity (VCL), and linear velocity (VSL) were significantly reduced. In particular, only 2.6% of the mutant sperm had progressive motility (VAP ≥ 50 μm/s and STR = VSL/VAP ≥ 50%) (Fig 2C–2H).

Fig. 2. Impaired motility and in vitro fertilization with pi18Δ/Δ sperm.
Impaired motility and <i>in vitro</i> fertilization with <i>pi18</i><sup><i>Δ/Δ</i></sup> sperm.
(A) Sperm counts from 8 wk/old mice from pi18+/+ (black square), pi18+/Δ (grey square), and pi18Δ/Δ (purple square) mice (n = 5 for each genotype). (B) Sperm viability was determined by the nuclear dye Hoechst 33342 staining. The viable spermatozoa, which fluoresced pale-blue with Hoechst 33342, was expressed as a percent of the number of viable sperm/total sperm. (C) Computer-Assisted Sperm Analysis (CASA) assay of average sperm motility from 8 wk/old mice (n = 5 for each genotype). (D) Path velocity (velocity average path, VAP). (E) Rapid sperm motility (% of motile sperm with VAP ≥ 10 μm/s). (F) Progressive motility (% of motile sperm with VAP ≥ 50 μm/s and STR = VSL/VAP ≥ 50%, straightness, STR). (G) Linear velocity (velocity straight line, VSL). (H) Track velocity (velocity curvilinear, VCL). The box indicates median ± interquartile range, the whiskers indicate the highest/lowest values and midlines are the median values. (I) pi18Δ/Δ sperm are unable to fertilize wildtype eggs in vitro. Controls and pi18Δ/Δ sperm were inseminated with cumulus-intact eggs for 3 hours, (J) ZP-intact eggs for 3 hours and (K) ZP-free eggs for 2 hours. The average fertilization rate (mean ± s.d.) from three independent experiments is presented. Each square represents individual male mice that were used for IVF. The total number of analyzed eggs per condition is in the parenthesis. NS, not significant, *P < 0.05, **P < 0.01, ***P < 0.001, and ****P < 0.0001.

In vitro fertilization (IVF) assays were performed to investigate the ability of pi18Δ/Δ sperm to fertilize eggs. Cumulus-intact oocytes were obtained from wild-type females and inseminated with capacitated sperm from pi18Δ/Δ and control mice. After 24 hours, fertilization rates were determined by the presence of two-cell embryos. Whereas 156 of 192 (81.3%) and 68 of 135 (50.4%) eggs were fertilized by sperm derived from pi18+/+ and pi18+/Δ sperm, respectively, no fertilization was observed with pi18Δ/Δ sperm (Fig 2I). Notably, although IVF was performed in media containing reduced glutathione to destabilize the extracellular zona pellucida (ZP) [32,33], eggs were not fertilized by pi18Δ/Δ sperm. IVF with cumulus-intact oocytes results documented that pi18Δ/Δ sperm can pass through the cumulus cell layers but fail to penetrate the zona matrix. Therefore, to define defects in pi18Δ/Δ sperm more precisely, we examined sperm zona pellucida (ZP)-binding, penetration, and sperm-oocyte fusion using ZP-intact and -free oocytes, respectively. Although fertilization rates were not comparable to controls, removing the cumulus cell layers for IVF (ZP-intact: pi18+/+, 84.7%; pi18+/Δ, 73.1%; pi18Δ/Δ, 19.8%) versus (ZP-free: pi18+/+, 89.9%; pi18+/Δ, 81.7%; pi18Δ/Δ, 39.7%), significantly improved gamete fusion and fertility for pi18Δ/Δ sperm (Fig 2J and 2K). We conclude that the in vivo and in vitro defects of pi18Δ/Δ sperm support an essential role of pi18 pachytene piRNAs in sperm hypermotility, zona pellucida binding and zona penetration.

Defects of spermiogenesis and acrosome exocytosis in pi18Δ/Δ mice

Scanning (SEM) and transmission electron microscopy (TEM) of sperm heads, acrosomes and cross-sections along the length were used to more precisely characterize sperm dysmorphology. The majority of pi18Δ/Δ sperm heads (94.8% of mutant sperm) were abnormally round shaped with shortened apical hooks, smaller apical angles and bulges in the acrosome region (Fig 3A and 3B). Although all layers, including plasma, outer and inner acrosomal as well as nuclear membranes were intact, the dramatic overgrowth of the acrosome excessively folded onto itself (Fig 3C). Cross sections of the mid-piece of pi18Δ/Δ sperm document a well-defined mitochondrial sheath, normally arranged outer dense fibers (ODF) and an axoneme with an intact “9+2” microtubule structure. However, the axonemal complex was abnormal, and the outer dense fibers were unassembled in the principal piece (tail) of pi18Δ/Δ sperm (Fig 3D). The outer dense fibers (ODFs) are prominent sperm tail-specific cytoskeletal structures and are thought to be contractile in the sperm tail [34,35]. Among them, ODF2 is a major component of ODFs. Odf2Null spermatozoa display marginal defects in mid- and principal pieces and the absence of ODF2 results in abnormal motility and bent tails [36]. Our proteomic analysis identified altered ODF2 protein levels, which could account for the severely reduced hyperactivity and deformed structural defects in pi18Δ/Δ sperm (S6 and S7 Tables).

Fig. 3. Defective spermiogenesis and impaired acrosome reaction in pi18Δ/Δ mice.
Defective spermiogenesis and impaired acrosome reaction in <i>pi18</i><sup><i>Δ/Δ</i></sup> mice.
(A) Representative scanning electron microscopy (SEM) images of malformed sperm head in 12 wk/old control and pi18Δ/Δ mutant mice (n = 3 per group). Scale bar, 1 μm. (B) Quantification of malformed sperm heads in A. The box indicates median ± interquartile range, the whiskers indicate the highest/lowest values and midlines are median values. (C) Transmission electron micrographs (TEM) of sperm heads from 12 wk/old mice (n = 4 for each genotype). Scale bar, 0.5 μm; AC, acrosome; N, nucleus. (D) TEM images of sperm mid (left) and principal (right) pieces. Scale bar, 0.5 μm; ODF, outer dense fiber; M, mitochondria; A, 9+2 axoneme; FS, fibrous sheath. (E) Representative confocal images (left) and quantification (right) of acrosome-intact cauda epididymal sperm from 12 wk/old control and mutant mice. Sperm were stained for fluorescent-dye-labeled peanut agglutinin (PNA) (acrosome, green); MitoTracker Red FM (mitochondria, red); Hoechst 33342 (DNA, blue). Scale bar, 5 μm; AI, acrosome intact; AR, acrosome reacted; DIC, differential interference contrast (n = number of sperm total from 3 independent experiments). The box indicates median ± interquartile range, the whiskers indicate the highest/lowest values and midlines are median values. (F) Same as (E) by for acrosome-reacted sperm. Acrosome exocytosis was induced with calcium ionophore A23187. *P < 0.05, ****P < 0.0001.

To further investigate the inability of pi18Δ/Δ sperm to fertilize eggs, we used Alexa Fluor 488-conjugated peanut agglutin (PNA) to determine acrosome exocytosis which is a prerequisite for gamete fusion [24]. PNA binds to the outer acrosomal membrane and, in agreement with previous results [3739], fluorescent staining on the crescent region of acrosome-intact pi18+/Δ control sperm disappeared after induction of the acrosome exocytosis by calcium ionophore, A23187. The dorsal edge of the acrosome is not fully elongated in pi18Δ/Δ sperm and, consistent with SEM and TEM images, exhibited accumulated PNA fluorescence on the acrosomal vesicle bulge. Notably, about half of pi18Δ/Δ sperm had slightly reduced PNA signal on their acrosomes which did not disappear after induction of acrosome exocytosis (Fig 3E and 3F). Taken together, differences in sperm velocities and impaired acrosomal reaction contribute to the inability of pi18Δ/Δ sperm to fertilize wildtype eggs.

Altered acrosome formation in pi18Δ/Δ spermatids

To link development of acrosome abnormalities to the phase of spermiogenesis, we used light microscopy to examine spermatogenic cells from control and pi18Δ/Δ mice. The Golgi apparatus of spermatids consists of several stacks of saccules with a cis-network facing the endoplasmic reticulum (ER), and a trans-Golgi network (TGN) facing the nuclear envelope. Budding proacrosomal vesicles (PVs) from the TGN initiate acrosome formation and proper trafficking from the TGN toward the nucleus is essential for normal shaping and sizing of the acrosome. Periodic acid-Schiff (PAS) and PNA staining documented the presence of normal-shaped acrosomes in the Golgi phase of pi18Δ/Δ spermatids and there were no obvious differences with control spermatids (S3A and S3B Fig, upper panels).

However, using TEM in control mice, we observed umbrella shaped TGNs and multiple PVs of uniform size located between the TGN and the nuclear membrane in control spermatids. Although PVs were present in pi18Δ/Δ spermatids, they were not uniform in size and appeared larger than those in control sperm. Moreover, we frequently observed that the lamellar structure of the TGN formed loose whorls in pi18Δ/Δ spermatids (Fig 4A). These observations suggested abnormalities in the vesicles budding from the TGN in pi18Δ/Δ spermatids. To quantify the foregoing observations, we counted and measured the diameter of PVs on the TEM sections (Figs 4A and S4A). pi18Δ/Δ spermatids tend to produce more PVs with larger diameters than vesicles in control spermatids (Fig 4B and 4C). These results indicate that aberrant PV formation and budding from the TGN resulted in formation of deformed acrosomes in pi18Δ/Δ spermatids.

Fig. 4. Deformed acrosome formation from disrupted proacrosomal vesicles in pi18Δ/Δ mice.
Deformed acrosome formation from disrupted proacrosomal vesicles in <i>pi18</i><sup><i>Δ/Δ</i></sup> mice.
(A) Representative TEM images of proacrosomal vesicles in Golgi phase round spermatids in 12 wk/old control and mutant mice (n = 2 per group). Enlarged insets (right) correspond to the dashed box (left) of the Golgi apparatus. Scale bar, 0.5 μm; G, Golgi apparatus; T, trans, and TGN, trans-Golgi network; cis, cis-Golgi network; PV, proacrosomal vesicle; N, nucleus. (B) Quantification of proacrosomal vesicles (PV) in A. The box indicates median ± interquartile range, the whiskers indicate the highest/lowest values and midlines are median values. (C) PV size distribution determined by measuring diameters in control and mutant round spermatids at the Golgi phase in A. The diameters are presented in relative units. PV sizes are binned as indicated. (D) TEM images of cap phase round spermatids in 12 wk/old control and mutant mice (n = 2 for each genotype). The acrosome at cap phase round spermatids in dashed boxes (left) are enlarged (right). Scale bar, 0.5 μm; Ac, acrosome; Ag, acrosomal granule; Av, acrosomal vesicle; Apx, acroplaxome. (E) Quantification of acrosomal granule density AU, arbitrary unit. The box indicates median ± interquartile range, the whiskers indicate the highest/lowest values and midlines are median values. (F) Same as (E), but for acrosomal vesicle density. (G) Same as (E), but for acrosome extension. *P < 0.05, **P < 0.01, ***P < 0.001, and ****P < 0.0001.

As spermiogenesis proceeded to the cap phase, the defects in pi18Δ/Δ spermatids became more obvious. In the cap phase, proacrosomal vesicles (PV) fuse with each other to form the acrosome granule (AG) at the acroplaxome (Apx) which anchors the acrosome (Ac) to the nuclear membrane over which the acrosome flattens [40]. In control spermatids stained with PNA, the acrosome grew into a single cap-like structure that covered nuclei (S3A and S3B Fig, middle panels). In contrast, pi18Δ/Δ spermatids displayed a notably enlarged acrosomal cap composed of highly electron dense acrosomal granules and vesicles. Aberrant PV formation in the Golgi phase inundated the acrosome with vesicles, and as determined by the marginal ring of the Apx, the nucleus became covered with an overgrown acrosome at the cap phase in pi18Δ/Δ spermatids (Figs 4D–4G and S4B). In the subsequent acrosome phase of spermiogenesis, plump and thickening acrosomes were observed in pi18Δ/Δ spermatids, but the positioning of the perinuclear ring of the manchette, a transient microtubular/actin-containing structure [27], was comparable to controls (S3A and S3B, lower panels, and S4C Figs). Together, these results indicate that pi18 pachytene piRNAs play an essential role in regulating acrosome biogenesis during spermiogenesis.

pi18 pachytene piRNAs control Golga2 mRNA abundance

To investigate molecular consequences in pi18Δ/Δ mice, we isolated mRNA and small RNA from controls and pi18Δ/Δ testes at P28 and performed RNA-seq. The first wave of spermatogenesis is complete by P35 [41] and pachytene piRNA expression peaks at P17.5 [5]. Therefore, to avoid testicular sperm contamination and examine the end-point transcriptional alterations in spermatocytes and spermatids, we used testes from controls and pi18Δ/Δ at P28. The mRNA abundance in pi18Δ/Δ testes was extensively altered compared to pi18+/+ controls. In contrast, pi18Δ/Δ mutants had modest but significant changes in mRNA abundance compared with pi18+/Δ controls (Figs 5A, 5B and S5A). RNA-seq analyses identified 6 up-regulated and 4 down-regulated genes in pi18Δ/Δ testes compared with pi18+/+ and pi18+/Δ controls (Fig 5A and 5B and S1S3 Tables; P < 0.01, FDR < 0.1). However, the steady-state abundance of piRNA precursors was unaffected outside the pi18 piRNA cluster (Fig 5B). We also investigated whether pachytene piRNA ablation forced transposon de-repression in pi18Δ/Δ testes. The ordinary abundance of transposon RNA in pi18Δ/Δ testes documented that the fertilization and spermiogenic defects do not reflect a failure to silence transposons (Fig 5C and S4 Table). In addition, we found steady-state express of the major class of retrotransposons, LINE 1 element protein level in pi18Δ/Δ testes (Fig 5D). Together with small RNA-seq (S5B Fig), these analyses document that deletion of the bi-directional promoter at the pi18 pachytene piRNA cluster eliminates precursor and processed piRNAs encoded at the site without an accompanying effect on other piRNA clusters or transposons.

Fig. 5. Altered abundance of Golga2 in pi18Δ/Δ mice.
Altered abundance of <i>Golga2</i> in <i>pi18</i><sup><i>Δ/Δ</i></sup> mice.
(A) Venn diagrams depicting the overlap of up-regulated (left) in wild-type (+/+) vs heterozygous (+/Δ), wild-type (+/+) vs homozygous (Δ/Δ), and heterozygous (+/Δ) vs homozygous (Δ/Δ) of RNA-seq data from pi18+/+, pi18+/Δ, and pi18Δ/Δ testes (n = 3 for each genotype) at P28 using adjusted P < 0.01 as the cut off. Up-regulated (log2-fold change) in Venn diagrams (right). (B) Same as (A), but for down-regulated genes (left) and down-regulated (log2-fold change) in Venn diagrams (right). (C) Scatter plots comparing +/+ to +/Δ (left), +/+ to Δ/Δ (middle) and +/Δ to Δ/Δ (right) of RNA-seq reads assigned to mRNA (NM, blue); non-coding RNA (NR, orange); piRNA (red); transposons (green). (D) Immunoblot of L1ORF1 in testicular germ cells (TGCs) from pi18+/+, pi18+/Δ, and pi18Δ/Δ (n = 3 for each genotype). Actin is used as a load control. Image is representative of three independent experiments. (E) Quantitative RT-PCR validation of up-regulated genes related to acrosome biogenesis using β-actin transcript as an internal control (n = 3 per genotype). Data are shown as mean ± s.d. Results shown reflect three independent experiments. (F) Same as (D), but for GOLGA2. NS, not significant, *P < 0.05, **P < 0.01, and ****P < 0.0001.

Despite the severely deformed sperm head morphology, the most enriched transcripts in gene ontology (GO) analysis of pi18Δ/Δ mice related to chromosome segregation, DNA repair, and meiotic recombination (S5C Fig and S5 Table). However, immunostaining of meiotic chromosome spreads of pi18Δ/Δ were indistinguishable from pi18+/Δ spermatocytes, the DNA damage marker γH2AX expression was confined to the sex body, and successful synapsis and recombination was observed in the absence of pi18 piRNAs (S5D Fig). Therefore, we further searched annotated gene function that might be related to the observed head dysmorphology in pi18Δ/Δ mice. Among transcripts that were up-regulated in mutant mice, we identified Golga2 that encodes a cis-side localized Golgi matrix protein (Fig 5A). It has previously been reported that the absence of GOLGA2 in gene-edited mice results in male infertility [42]. These mutant mice, lack acrosomes, have round sperm heads and mitochondrial defects similar to human globozoospermia which is opposite to the acrosomal overgrowth phenotype observed in pi18Δ/Δ mice. In addition, over-expression of GOLGA2 in heterologous cells results in irregular and incorrectly aligned stacks of abnormally elongated Golgi including bending and horseshoe-like structures which are similar with pi18Δ/Δ spermatids [43].

In analyzing TMT mass spectrometry data, we found a correlation between mRNA and protein expression level of GOLGA2 in pi18Δ/Δ testes and validated this finding by immunoblot (Figs 5F and S6A and S6 and S7 Tables). Compared to pi18+/+ and pi18+/Δ controls, the level of GOLGA2 protein was higher in pi18Δ/Δ testicular germ cells (TGCs) and this increase does not reflect a failure of cytoplasmic depletion in pi18Δ/Δ spermatids during spermiogenesis. We observed GOLGA2 movement from the Golgi near the overgrown acrosome at the cap phase to the depleted cytoplasm at the acrosomal phase of pi18Δ/Δ spermatids (S6B Fig). Previous investigations reported that the absence of GOLGA2 did not affect PV secretion and thus, the piRNAs absent in pi18Δ/Δ spermatids must reflect additional molecular defects to account for the observed aberrant PV and TGN during acrosome biogenesis. Transcriptome analysis documented that loss of pi18 piRNA does not have a significant effect on the abundance of piRNA pathway transcripts and only affects post-transcriptional silencing during the final steps of differentiation in mouse spermiogenesis. Of note, other selected transcripts involved in acrosomal vesicle trafficking and fusion also were significantly increased in pi18Δ/Δ testes compared with pi18+/+ and pi18+/Δ controls (Fig 5E). However, they did not have 3’UTR piRNA seed sequences corresponding to the annotated pi18 piRNAs, suggesting that other mechanisms may pertain. As noted, RNA abundance in pi18+/Δ controls are comparable to WT controls. Therefore, the pi18+/+ vs. pi18+/Δ and pi18+/+ vs. pi18Δ/Δ comparisons representing the massive mRNAs (2132 of up-and 2441of down-regulated) appear to have no pi18 targeting and only Golga2 appears to be related to the pi18Δ/Δ acrosomal defects. A previous study concluded that the vast majority of pi6 piRNAs appear to have no regulatory targets. Indeed, only six mRNAs appear to be direct pi6 piRNA targets [23].

Discussion

We have previously reported that BTBD18, a nuclear protein expressed in male germ cells, acts as a licensing factor required for transcriptional elongation of precursor transcripts at 50 of the 115 pachytene piRNA clusters present in the mouse genome. Btbd18Null spermatids undergo meiosis and arrest in the Golgi phase of spermiogenesis (stages 1–3). Elongated spermatids are not observed, and male germ cells undergo apoptosis [31]. We anticipated that ablation of individual binding sites of BTBD18 in the mouse genome would phenocopy a subset of Btbd18Null abnormalities. Indeed, disruption of the single pachytene piRNA producing locus on Chr18 resulted in notable phenotypic defects and male sterility. Thus, the severe defects observed in pi18Δ/Δ mice appear to reflect a low degree of functional redundancy with other piRNA clusters.

The relatively late expression of pachytene piRNA suggests a major role in regulating post-meiotic spermiogenesis [18,19]. Despite MiwiNull mice failure to generate pachytene piRNA, round spermatids are generated, which indicates that meiosis can be completed without MIWI and MIWI-binding pachytene piRNAs [44,45]. Instead, the main defect of MiwiNull mice is failure of haploid sperm differentiation that results in the absence of mature spermatozoa. Unlike MiwiNull and Btbd18Null mice, pi18Δ/Δ mice can produce mature spermatozoa but are infertile. Consistent with predictions, the molecular defects of pi18Δ/Δ mice occur during spermiogenesis in the transformation of haploid round spermatids to mature, elongated spermatozoa. Spermatogenesis was normal in pi18Δ/Δ mice until the onset of acrosome biogenesis at the Golgi phase of spermiogenesis when sperm dysmorphology was associated with abnormalities in transcript and protein abundance.

The pi18 piRNA cluster is one of the highest piRNA-producing loci among all (>200) pre-and pachytene piRNA clusters [23,46]. While pi18+/Δ control mice had normal fertility and no discernable phenotype, transcriptome analysis revealed minor changes of mRNA abundance between pi18+/Δ and pi18Δ/Δ testes which suggests compensatory mechanisms that could partially account for the difficulty in identifying pachytene piRNA targets and function [22,47]. Ablation of the promoter of the single bi-directional site on pi18 causes a phenotype that develops later in spermiogenesis compared to Btbd18Null mice. pi18Δ/Δ spermatids can elongate albeit with severe head dysmorphology that affects acrosome exocytosis and poor progressive motility that render male mice infertile. Comparison of the transcriptomes of pi18Δ/Δ testes with pi18+/+ and pi18+/Δ controls suggests that removal of a subset of piRNAs can increase mRNA abundance reflecting disruption of RNA homeostasis. However, how pi18 piRNAs recognize and regulate their targets to ensure successful spermiogenesis will need further exploration. Previous studies have documented that exogenous human piRNA from a transgene in mouse and endogenous mouse piRNA from chromosome 6 (pi6) direct the cleavage and repression of a specific target mRNA [19,23]. This raises the possibility that pi18 pachytene piRNAs may have mRNA and piRNA precursors as direct cleavage targets which could be explored in the future by degradome sequencing [48].

The primary alteration in spermiogenesis in pi18Δ/Δ mice was loss of structural integrity of the trans-Golgi network (TGN) which appeared as loose whorls associated with enlarged proacrosomal vesicles (PV). The loss of pi18 pachytene piRNAs induced enhanced PV formation and trafficking that resulted in dramatic acrosomal overgrowth. Although post-transcriptional repression of mRNA targets by miRNAs is well documented [49], a potential role for pachytene piRNAs in targeting specific RNAs for degradation also has been reported [18,19,23]. A previous study [50] reported that piRNAs could act through seed complementarity using 7mer seed matches like miRNA. According to this mechanism, each abundant piRNA could have >100 regulatory targets. Instead, similar to previous findings [23], the loss of pi18 pachytene piRNAs only affects a small number of mRNA and proteins. This suggests that pachytene piRNAs may represent a novel class of selfish genetic elements whose maintenance is assured by positive selection for a small number of pachytene piRNA-directed regulatory events [23,51].

Several gene-edited mouse models, including Golga2Null mice, with defects in acrosome biogenesis result in loss of acrosome formation and globozoospermia which is a phenotype seen in infertile humans [39,42,5259]. During the Golgi phase of spermiogenesis in Smap2Null mice (lacking an arf GTPase-activating protein), spermatids had similar defects of PV formation and distorted TGN structure and yet produced globozoospermia [55]. In addition, in the absence of zona pellucida binding protein 2, Zpbp2Null spermatozoa have subtle head deformations with shortened apical hooks and bulges but were still able to undergo acrosome exocytosis [54]. Moreover, in the absence of proprotein convertase 4, Pcsk4Null mice had a sickle-shaped head and lacked the pointed apex similar with pi18Δ/Δ sperm. However, mRNA abundance and protein level of PCSK and its substrate, acrosin-binding protein, ACRBP were not altered in pi18Δ/Δ mice [56]. Therefore, the observed acrosomal overgrowth and impaired acrosome exocytosis appear unique to pi18Δ/Δ mice and reflect the functional significance of pi18 pachytene piRNAs as a regulator for acrosome biogenesis during the spermiogenesis. The pi18Δ/Δ mice will be useful to investigate molecular mechanisms by which pachytene piRNAs regulate mRNA abundance to ensure production of functional spermatozoa and successful fertilization.

Materials and methods

Ethics statement

All experiments with mice were conducted in accordance with guidelines of the National Institute of Health under a Division of Intramural Research and NIDDK Animal Care and Use Committee approved animal study protocol (protocol numbers KO18-LCDB-18 and KO44-LCDB-19).

Generation of CRISPR/Cas9 mutant mice

To establish pi18Δ/Δ mutant mice, single guide RNA (sgRNA) sequences were designed to target the bi-directional promoter and flanking sequence of the pi18 piRNA cluster. Synthetic double-stranded DNA was cloned into pDR274 (Addgene, #42250) to express sgRNA. After digestion with DraI, the linearized DNA fragment was purified with a PCR Clean-up Kit (Clontech Laboratories) and in vitro transcribed using the AmpliScribe T7-Flash Transcription Kit (Lucigen). Cas9 cRNA (Addgene #42251) was generated after linearization with PmeI, purified with the PCR clean-up kit, and in vitro transcribed with mMESSAGE mMACHINE T7 (Thermo Fisher Scientific). Both sgRNA and Cas9 cRNA were purified with MEGAclear Transcription Clean-Up Kit (Thermo Fisher Scientific). To collect zygotes from oviducts at embryonic day 0.5 (E0.5), hormonally stimulated B6D2F1 (C57LB/6 × DBA2) female mice were mated with B6D2F1 male mice. Mixed sgRNA (50 ng/μl) and Cas9 cRNA (100 ng/μl) were injected into zygotes in M2 medium. Injected zygotes were cultured (12–18 hr) in KSOM (37°C, 5% CO2) supplemented with 3 mg/ml BSA to two-cell embryos and transferred into oviducts of pseudo-pregnant ICR mice. To determine the genotype of mutant founders, genomic DNA was extracted from tail tips and lysed in 150 μl of DirectPCR Lysis Reagent (Viagen Biotech) with protease K (0.2 mg/ml, Thermo Fisher Scientific) at 55°C for 5 hr. Following protease K inactivation by incubation at 85°C for 1 hr, samples were genotyped by PCR. After purification, PCR products were cloned into TOPO blunt vectors for DNA sequencing. Mouse mutant lines were established and maintained by mating mutant founders with B6D2F1 females or males. All mutant mice in this study were backcrossed for at least two generations before use.

Mouse sperm preparation

Sperm from cauda epididymides were released into Cook medium (Cook Medical) and squeezed from vas deferens.

Fertility

To assess fertility, individual 2–8 mo old male mice were co-caged with two B6D2F1 females for 2 wk to 6 mo. The average number of pups per litter was quantified and at least 5 mating cages were set up for each genotype. Female mice were checked for the presence of vaginal plugs and pregnancy. The same procedures were used to assess the fertility of pi18Δ/Δ and control female mice.

In vitro fertilization

To assess in vitro fertility, caudal epididymal sperm were isolated from 2–8 mo old pi18Δ/Δ and control mice and capacitated for 1.5 to 2 hr in 0.5 ml of Cook medium (Cook Medical). Wild-type B6D2F1 female mice (2–3 mo old) were synchronized with 5 U of PMSG and induced to ovulate with 5 U of hCG administered 48 hr later. Cumulus-intact eggs were recovered from oviducts 15 to 16 hr later in 0.2 ml of Cook medium with 1 mM reduced glutathione (GSH, Sigma). To minimize differences in the quality of recovered eggs, cumulus-intact eggs in one oviduct were separated from those in the other oviduct. To investigate zona pellucida (ZP) binding and penetration, cumulus cells were removed by incubating in 0.3 mg/mL hyaluronidase (Sigma). Capacitated sperm (1.5 X 105/ml) were added to each pool and incubated for 3–6 hr (37°C, 5% CO2 in air). The eggs were transferred to KSOM (37°C, 5% CO2) supplemented with 4 mg/ml BSA and the presence of two pronuclei was recorded as fertilized. For the sperm-oocyte membrane fusion assays, the ZP was dissolved by treating the eggs with acid Tyrode solution (Sigma) for 10–20 seconds. ZP-free eggs were inseminated with capacitated sperm and co-incubated for 2 hours. After PBS washing, eggs were stained with Hoechst 33342, mounted on slides, and finally analyzed under an LSM 780 confocal/multiphoton microscope (Carl Zeiss). Eggs were considered fertilized when at least one decondensed sperm nucleus or two pronuclei were observed in the egg cytoplasm.

Sperm count, motility, and morphology

To count sperm, cauda epididymides and vas deferens were harvested in pre-warmed (37°C) Cook medium (Cook Medical). 20 μl of a sperm suspension was diluted in 500 μl of Cook medium and counted in a hemocytometer using an AxioPlan 2 (Carl Zeiss) microscope. Isolated sperm motility was determined by computer assisted sperm analysis (CASA) of path velocity (VAP), straight velocity (VSL), curvilinear velocity (VCL) using HTM-IVOS (Version 12.3) motility analyzer (Hamilton Thorne). Sperm were further observed for morphological changes by light microscopy after staining for DNA with Hoechst 33342. In addition, acrosome exocytosis of the isolated sperm was induced by 20 μM calcium ionophore (A23187, Sigma Aldrich) in pre-warmed HTF media followed by incubation (37°C, 5% CO2, 90 min).

Isolation of testicular germ cells (TGCs)

Testes were excised to remove seminiferous tubules which were minced gently with fine scissors (3–4 min) in 1 ml of DMEM F12 medium (Invitrogen). The minced tissue was treated with 0.05% collagenase/trypsin [60]. The cell suspensions were washed with and resuspended in DMEM F12 medium. Cell suspensions were subjected to immunoblot analysis or spread on poly-lysine-coated glass slides (15 min, RT) and then fixed in cold methanol (-20°C, 15 min). The slides were dried for 10 min to evaporate methanol, treated with 0.2% Triton X-100 for 10 min followed by four washings with PBS. The slides were placed in blocking buffer (PBS containing 3% goat serum, 1% glycerol, 0.1% BSA) for 60 min at RT and incubated overnight with primary antibodies at RT. After washing with PBS twice for 10 min, samples were incubated with secondary Alexa Fluor conjugated antibody for 60 min. The slides were mounted using antifade mounting medium and images were obtained with an LSM 780 confocal/multiphoton microscope (Carl Zeiss).

Histology, TUNEL, immunofluorescence and confocal microscopy

Mouse testes and epididymides were incubated in Bouin’s fixative overnight at room temperature (RT) and washed with 70% EtOH. Paraffin embedded samples were sectioned (5 μm) and mounted on slides prior to staining with periodic acid-Schiff (PAS) and hematoxylin. Stages of spermatogenesis and steps of spermatid development were determined [61]. Terminal deoxynucleotidyl transferase-mediated deoxyuridine triphosphate (TUNEL) assays were used to determine apoptosis with an In Situ Apoptosis Detection Kit (Millipore) according to the manufacturer’s instructions. Bright field images were obtained with an AxioPlan 2 microscope (Carl Zeiss).

After deparaffinization, rehydration, and antigen retrieval with 0.01% sodium citrate buffer (pH 6.0) (Sigma Aldrich), tissue sections were incubated with blocking buffer (3% goat serum, 0.05% Tween-20, RT for 1 hr) followed by addition of primary antibodies (S9 Table) overnight at RT. Specific Alexa Fluor secondary antibodies were used to detect primary antibodies and DNA was stained with Hoechst 33342. Fluorescent images were captured with an LSM 780 confocal/multiphoton microscope.

Meiotic chromosome spreads

To obtain meiotic chromosome spreads, de-capsuled mouse testes were incubated in hypotonic extraction buffer (30–60 min, on ice) and seminiferous tubules were chopped to release germ cells [62]. A drop of sucrose solution containing germ cells was placed on a glass slide coated with 1× PBS containing 1% PFA and 0.15% (v/v) Triton-X100 (pH 9.2) and spread by swirling. Slides were placed in a humidifying chamber (2.5 hr), air-dried, washed twice with 1× PBS with 0.4% Photo-Flo 200 solution (Electron Microscopy Science) and air-dried. For immunostaining of meiotic chromosomes, slides were blocked with blocking buffer (3% goat serum, 0.05% Tween-20, RT for 1 hr). The slides were then incubated with primary antibodies in a humidifying chamber overnight at RT. The slides were incubated with Alexa Fluor secondary antibodies (1 hr, RT). Images were obtained with an LSM 780 confocal/multiphoton microscope.

Scanning and transmission electron microscopy

For scanning electron microscopy (SEM), sperm from cauda epididymides and vas deferens were isolated in 0.1 M phosphate buffer, pH 7.4. Sperm were attached to a poly-L-lysine coated glass coverslip and fixed (2.5% glutaraldehyde, 1% formaldehyde, 0.12 M sodium cacodylate buffer, pH 7.4, 1 hr, RT). Samples were washed in cacodylate buffer, post-fixed (1% osmium tetroxide, 1 hr) dehydrated in a graded ethanol series, and dried out of CO2 in a Samdri-795 critical point dryer (Tousimis Research Corp). Samples were mounted on SEM stubs with carbon adhesive, sputter-coated with 5–10 nm of gold in an EMS 575-X sputter coater (Electron Microscopy Sciences) and examined with a ZEISS Crossbeam 540 SEM at the NHLBI Electron Microscopy Core.

For transmission electron microscopy (TEM), testes, cauda epididymides, and vas deferens sperm were fixed (2.5% glutaraldehyde, 1% formaldehyde, 0.12 M sodium cacodylate buffer, pH 7.3), cut into 1 mm3 pieces, post-fixed (1% osmium tetroxide) and stained (1% uranyl acetate). Samples were dehydrated and embedded in Epon 812 resin. Ultrathin sections were counterstained with uranyl acetate and lead citrate. Images were acquired with a JEM 1200EX TEM equipped with an AMT 6-megapixel digital camera at the NHLBI Electron Microscopy Core. Densitometric quantification of acrosomal granules and acrosomal vesicles and diameter of nuclei were processed with ImageJ software (NIH).

Protein extraction and immunoblots

Testicular germ cell proteins were extracted in 1× LDS sample buffer with 1× NuPAGE Sample Reducing Agent (Thermo Fisher Scientific). Proteins were separated on 4–12% Bis-Tris gels and electrophoretically transferred to PVDF membranes. The membranes were blocked with 5% nonfat milk in Tris-buffered saline containing 0.05% Tween-20 (TBS-T) at RT for 1 hr and probed with primary antibodies (S9 Table) overnight at 4°C. The membranes were washed three times with TBS-T and incubated for 1 hr at RT with secondary antibodies followed by washing with TBS-T and developed using SuperSignal West Dura Extended Duration Substrate (Thermo Fisher Scientific). Signals were detected with PXi Touch (Syngene) according to the manufacturer’s instructions. For immunoblot analysis, sperm from the cauda epididymides and vas deferens were directly released into PBS. The collected sperm were washed with PBS and then resuspended in sample buffer containing 3% SDS and boiled for 10 min.

RNA-seq library preparation

Total RNA (100–1000 ng) was isolated from testes using miRNAeasy Mini (Qiagen) and RNA-seq libraries were constructed using TruSeq Stranded Total RNA Kit (Illumina) with Ribo-Zero following the manufacturers’ instruction. The fragment size of RNA-seq libraries was verified using a 2100 Bioanalyzer (Agilent) and concentrations were determined using Qubit (LifeTech). The libraries were loaded onto the Illumina HiSeq 3000 for 2x50 bp paired end read sequencing at the NHLBI DNA Sequencing and Genomics Core Facility. The fastq files were generated using the bcl2fastq software for further analysis.

Small RNA-seq library preparation

As previously described for preparation of small RNA-seq libraries [63], total testes RNA (20 μg) was incubated with 4 μl of 5X borate buffer (148 mM borax, 148 mM boric acid, pH 8.6, Thermo Fisher Scientific) for 10 min at RT with 2.5 μl of freshly dissolved 200 mM NaIO4 (Thermo Fisher Scientific) for β-elimination. To quench unreacted NaIO4, 2 μl of glycerol (ThermoFisher Scientific) was added and incubated for 10 min at RT. After adding 380 μl of 1X borate buffer, RNA was precipitated with ethanol for 1 hr, at -80°C. Following centrifugation, the RNA was dissolved in 50 μl of 1X borax buffer (30 mM borax and 30mM boric acid, 17.5 mM NaOH, pH 9.5) and incubated for 90 min at 45°C prior to addition of 450 μl of 1X borate buffer and 20 μg of glycogen. The RNA was precipitated with ethanol for 1 hr, at -80°C, collected by centrifugation and dissolved in water. During β-elimination, periodate-reacted RNAs were shortened by 1 nt at the 3’ end with monophosphates and were unable to be amplified during library preparation. Thus, piRNAs, protected from β-elimination by 2’-O-methylation at the 3’ end, were enriched in the small RNA-seq libraries. For small RNA-seq library construction, NEBNext Multiplex Small RNA Library Prep Set for Illumina (New England BioLabs) was used per the manufacturer’s instructions. In general, 1 μg total RNA was subjected to 3’ and 5’ adapter ligation, reverse transcribed, PCR amplified, followed by size selection with AMPure XP beads (Beckman Coulter) for deep sequencing at the NIDDK Genomics Core Facility.

RNA-seq data analysis

Raw sequence reads were trimmed with cutadapt 1.18 to remove any adapters while performing light quality trimming with parameters "-a ATCGGAAGAGC -A ATCGGAAGAGC -q 20—minimum-length = 25." Sequencing library quality was assessed with fastqc v0.11.8 with default parameters [64] and trimmed reads were mapped to the Mus musculus mm10 reference genome using hisat2 2.1.0 with default parameters [64]. Multimapping reads were filtered using SAMtools 1.9 [65,66]. Uniquely aligned reads were then mapped to gene features using subread featureCounts v1.6.2 as a second strand library with parameters [67]. "-t gene -g gene_id -f -p -B -P -C." Differential expression between groups of samples was tested using R version 3.5.1 (2018-07-02) with DESeq2 1.20.0 [68]. Transcript quantification was performed with salmon 0.11.3 with parameters [69] "—gcBias—libType A—seqBias—threads 1." piRNA annotations were derived from the Zamore lab [5,70]. Transposon-mapping reads were aligned to repBase annotated regions [71], upbuilt from mm9 to mm10, using the software pipeline piPipes and bowtie2 2.2.5 [72].

Small RNA-seq data analysis

After removing adaptors, rRNA and tRNA sequences were filtered. The remaining reads with sizes from 26 to 31 nt were mapped to the UCSC mm 10 assembly using hisat2 2.1.0 [64] and only uniquely mapped reads were used for further analysis. Through miRNA counts (miRbase) normalization piRNA abundance was obtained.

Quantitative real-time RT-PCR (qRT-PCR)

Total RNA was isolated from mouse tissues using a miRNAeasy Mini Kit (Qiagen) and cDNA was synthesized with a RevertAid Premium First Strand cDNA Synthesis Kit (Thermo Fisher Scientific). Quantitative RT-PCR was performed using iTaq Universal SYBR Green Supermix (Bio-Rad) and QuantStudio 6 Flex Real-Time PCR System (Thermo Fisher Scientific). The relative abundance of each transcript was calculated by the 2−ΔΔCt normalized to endogenous β-actin expression [73] and primer sequences are provided in S8 Table.

Tandem mass tag (TMT) mass spectrometry

Mass spectrometry was performed at the Harvard FAS Division of Science Mass Spectrometry and Proteomics Resource Laboratory according to their posted protocols (https://proteomics.fas.harvard.edu/).

Quantification and statistical analysis

All statistical analyses were performed using Graph Pad Prism 8 software. Comparisons between two experimental groups were made by the Mann-Whitney-Wilcoxon two-sided test and comparisons among three were made by one-way analysis of variance (ANOVA). No statistical methods were used to predetermine sample size, experiments were not randomized, and investigators were not blinded to allocation during experiments and outcome assessment, unless stated otherwise. Differences were considered significant at a level of P < 0.05.

Supporting information

S1 Fig [a]
Generation of mice.

S2 Fig [a]
Histological defects and increased apoptosis in mice.

S3 Fig [a]
Acrosome defects in spermatids.

S4 Fig [a]
Acrosome defects in spermatid development.

S5 Fig [a]
Altered abundance of transcripts in mice.

S6 Fig [a]
Aberrant GOLGA2 expression in testes.

S1 Table [xlsx]
DEG WT vs. HT.

S2 Table [xlsx]
DEG WT vs. KO.

S3 Table [xlsx]
DEG HT vs. KO.

S4 Table [xlsx]
Transposon mapping.

S5 Table [xlsx]
Functional enrichment.

S6 Table [xlsx]
TMT Testis.

S7 Table [xlsx]
TMT Sperm.

S8 Table [docx]
Oligonucleotides.

S9 Table [docx]
Antibodies.


Zdroje

1. Hilz S, Modzelewski AJ, Cohen PE, Grimson A. The roles of microRNAs and siRNAs in mammalian spermatogenesis. Development. 2016;143(17):3061–73. Epub 2016/09/01. doi: 10.1242/dev.136721 27578177; PubMed Central PMCID: PMC5047671.

2. Sharma U, Sun F, Conine CC, Reichholf B, Kukreja S, Herzog VA, et al. Small RNAs Are Trafficked from the Epididymis to Developing Mammalian Sperm. Dev Cell. 2018;46(4):481–94 e6. Epub 2018/07/31. doi: 10.1016/j.devcel.2018.06.023 30057273; PubMed Central PMCID: PMC6103849.

3. 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(7099):203–7. Epub 2006/06/06. doi: 10.1038/nature04916 16751777.

4. Girard A, Sachidanandam R, Hannon GJ, Carmell MA. A germline-specific class of small RNAs binds mammalian Piwi proteins. Nature. 2006;442(7099):199–202. Epub 2006/06/06. doi: 10.1038/nature04917 16751776.

5. Li XZ, Roy CK, Dong X, Bolcun-Filas E, Wang J, Han BW, et al. An ancient transcription factor initiates the burst of piRNA production during early meiosis in mouse testes. Mol Cell. 2013;50(1):67–81. Epub 2013/03/26. doi: 10.1016/j.molcel.2013.02.016 23523368; PubMed Central PMCID: PMC3671569.

6. Aravin AA, Sachidanandam R, Bourc’his D, Schaefer C, Pezic D, Toth KF, et al. A piRNA pathway primed by individual transposons is linked to de novo DNA methylation in mice. Mol Cell. 2008;31(6):785–99. Epub 2008/10/17. doi: 10.1016/j.molcel.2008.09.003 18922463; PubMed Central PMCID: PMC2730041.

7. Vagin VV, Sigova A, Li C, Seitz H, Gvozdev V, Zamore PD. A distinct small RNA pathway silences selfish genetic elements in the germline. Science. 2006;313(5785):320–4. Epub 2006/07/01. doi: 10.1126/science.1129333 16809489.

8. Hartig JV, Tomari Y, Forstemann K. piRNAs—the ancient hunters of genome invaders. Genes Dev. 2007;21(14):1707–13. Epub 2007/07/20. doi: 10.1101/gad.1567007 17639076.

9. Kuramochi-Miyagawa S, Watanabe T, Gotoh K, Totoki Y, Toyoda A, Ikawa M, et al. DNA methylation of retrotransposon genes is regulated by Piwi family members MILI and MIWI2 in murine fetal testes. Genes Dev. 2008;22(7):908–17. Epub 2008/04/03. doi: 10.1101/gad.1640708 18381894; PubMed Central PMCID: PMC2279202.

10. Houwing S, Kamminga LM, Berezikov E, Cronembold D, Girard A, van den Elst H, et al. A role for Piwi and piRNAs in germ cell maintenance and transposon silencing in Zebrafish. Cell. 2007;129(1):69–82. Epub 2007/04/10. doi: 10.1016/j.cell.2007.03.026 17418787.

11. Batista PJ, Ruby JG, Claycomb JM, Chiang R, Fahlgren N, Kasschau KD, et al. PRG-1 and 21U-RNAs interact to form the piRNA complex required for fertility in C. elegans. Mol Cell. 2008;31(1):67–78. Epub 2008/06/24. doi: 10.1016/j.molcel.2008.06.002 18571452; PubMed Central PMCID: PMC2570341.

12. Das PP, Bagijn MP, Goldstein LD, Woolford JR, Lehrbach NJ, Sapetschnig A, et al. Piwi and piRNAs act upstream of an endogenous siRNA pathway to suppress Tc3 transposon mobility in the Caenorhabditis elegans germline. Mol Cell. 2008;31(1):79–90. Epub 2008/06/24. doi: 10.1016/j.molcel.2008.06.003 18571451; PubMed Central PMCID: PMC3353317.

13. Gainetdinov I, Colpan C, Arif A, Cecchini K, Zamore PD. A single mechanism of biogenesis, initiated and directed by PIWI proteins, explains piRNA production in most animals. Mol Cell. 2018;71(5):775–90 Epub 2018/09/08. doi: 10.1016/j.molcel.2018.08.007 30193099; PubMed Central PMCID: PMC6130920.

14. Reuter M, Berninger P, Chuma S, Shah H, Hosokawa M, Funaya C, et al. Miwi catalysis is required for piRNA amplification-independent LINE1 transposon silencing. Nature. 2011;480(7376):264–7. Epub 2011/11/29. doi: 10.1038/nature10672 22121019.

15. Zheng K, Wang PJ. Blockade of pachytene piRNA biogenesis reveals a novel requirement for maintaining post-meiotic germline genome integrity. PLoS Genet. 2012;8(11):e1003038. Epub 2012/11/21. doi: 10.1371/journal.pgen.1003038 23166510; PubMed Central PMCID: PMC3499362.

16. Wasik KA, Tam OH, Knott SR, Falciatori I, Hammell M, Vagin VV, et al. RNF17 blocks promiscuous activity of PIWI proteins in mouse testes. Genes Dev. 2015;29(13):1403–15. Epub 2015/06/28. doi: 10.1101/gad.265215.115 26115953; PubMed Central PMCID: PMC4511215.

17. Castaneda J, Genzor P, van der Heijden GW, Sarkeshik A, Yates JR 3rd, Ingolia NT, et al. Reduced pachytene piRNAs and translation underlie spermiogenic arrest in Maelstrom mutant mice. EMBO J. 2014;33(18):1999–2019. Epub 2014/07/27. doi: 10.15252/embj.201386855 25063675; PubMed Central PMCID: PMC4195769.

18. Gou LT, Dai P, Yang JH, Xue Y, Hu YP, Zhou Y, et al. Pachytene piRNAs instruct massive mRNA elimination during late spermiogenesis. Cell Res. 2014;24(6):680–700. Epub 2014/05/03. doi: 10.1038/cr.2014.41 24787618; PubMed Central PMCID: PMC4042167.

19. Goh WS, Falciatori I, Tam OH, Burgess R, Meikar O, Kotaja N, et al. piRNA-directed cleavage of meiotic transcripts regulates spermatogenesis. Genes Dev. 2015;29(10):1032–44. Epub 2015/05/23. doi: 10.1101/gad.260455.115 25995188; PubMed Central PMCID: PMC4441051.

20. Zhang P, Kang JY, Gou LT, Wang J, Xue Y, Skogerboe G, et al. MIWI and piRNA-mediated cleavage of messenger RNAs in mouse testes. Cell Res. 2015;25(2):193–207. Epub 2015/01/15. doi: 10.1038/cr.2015.4 25582079; PubMed Central PMCID: PMC4650574.

21. Vourekas A, Zheng Q, Alexiou P, Maragkakis M, Kirino Y, Gregory BD, et al. Mili and Miwi target RNA repertoire reveals piRNA biogenesis and function of Miwi in spermiogenesis. Nat Struct Mol Biol. 2012;19(8):773–81. Epub 2012/07/31. doi: 10.1038/nsmb.2347 22842725; PubMed Central PMCID: PMC3414646.

22. Homolka D, Pandey RR, Goriaux C, Brasset E, Vaury C, Sachidanandam R, et al. PIWI slicing and RNA elements in precursors instruct directional primary piRNA biogenesis. Cell Rep. 2015;12(3):418–28. Epub 2015/07/15. doi: 10.1016/j.celrep.2015.06.030 26166577.

23. 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(7):728–39. Epub 2020/07/01. doi: 10.1038/s41588-020-0657-7 32601478; PubMed Central PMCID: PMC7383350.

24. Yanagimachi R. Mammalian fertilization. In: Knobil E, Neil J, editors. The Physiology of Reproduction. 2 ed. New York: Raven Press; 1994. p. 189–317.

25. Leblond CP, Clermont Y. Spermiogenesis of rat, mouse, hamster and guinea pig as revealed by the periodic acid-fuchsin sulfurous acid technique. Am J Anat. 1952;90(2):167–215. Epub 1952/03/01. doi: 10.1002/aja.1000900202 14923625.

26. Abou-Haila A, Tulsiani DR. Mammalian sperm acrosome: formation, contents, and function. Arch Biochem Biophys. 2000;379(2):173–82. Epub 2000/07/19. doi: 10.1006/abbi.2000.1880 10898932.

27. Kierszenbaum AL, Tres LL. The acrosome-acroplaxome-manchette complex and the shaping of the spermatid head. Arch Histol Cytol. 2004;67(4):271–84. Epub 2005/02/11. doi: 10.1679/aohc.67.271 15700535.

28. Buffone MG, Foster JA, Gerton GL. The role of the acrosomal matrix in fertilization. Int J Dev Biol. 2008;52(5–6):511–22. Epub 2008/07/24. doi: 10.1387/ijdb.072532mb 18649264.

29. Jin M, Fujiwara E, Kakiuchi Y, Okabe M, Satouh Y, Baba SA, et al. Most fertilizing mouse spermatozoa begin their acrosome reaction before contact with the zona pellucida during in vitro fertilization. Proc Natl Acad Sci U S A. 2011;108(12):4892–6. Epub 2011/03/09. doi: 10.1073/pnas.1018202108 21383182; PubMed Central PMCID: PMC3064341.

30. Berruti G, Paiardi C. Acrosome biogenesis: Revisiting old questions to yield new insights. Spermatogenesis. 2011;1(2):95–8. Epub 2012/02/10. doi: 10.4161/spmg.1.2.16820 22319656; PubMed Central PMCID: PMC3271650.

31. Zhou L, Canagarajah B, Zhao Y, Baibakov B, Tokuhiro K, Maric D, et al. BTBD18 regulates a subset of piRNA-generating loci through transcription elongation in mice. Dev Cell. 2017;40(5):453–66 Epub 2017/03/16. doi: 10.1016/j.devcel.2017.02.007 28292424.

32. Bath ML. Inhibition of in vitro fertilizing capacity of cryopreserved mouse sperm by factors released by damaged sperm, and stimulation by glutathione. PLoS One. 2010;5(2):e9387. Epub 2010/03/03. doi: 10.1371/journal.pone.0009387 20195370; PubMed Central PMCID: PMC2827551.

33. Takeo T, Nakagata N. Reduced glutathione enhances fertility of frozen/thawed C57BL/6 mouse sperm after exposure to methyl-beta-cyclodextrin. Biol Reprod. 2011;85(5):1066–72. Epub 2011/07/23. doi: 10.1095/biolreprod.111.092536 21778138.

34. Turner KJ, Sharpe RM, Gaughan J, Millar MR, Foster PM, Saunders PT. Expression cloning of a rat testicular transcript abundant in germ cells, which contains two leucine zipper motifs. Biol Reprod. 1997;57(5):1223–32. Epub 1997/11/22. doi: 10.1095/biolreprod57.5.1223 9369191.

35. Brohmann H, Pinnecke S, HoyerFender S. Identification and characterization of new cDNAs encoding outer dense fiber proteins of rat sperm. J Biol Chem. 1997;272(15):10327–32. WOS:A1997WU03900104. doi: 10.1074/jbc.272.15.10327 9092585

36. Tarnasky H, Cheng M, Ou Y, Thundathil JC, Oko R, van der Hoorn FA. Gene trap mutation of murine outer dense fiber protein-2 gene can result in sperm tail abnormalities in mice with high percentage chimaerism. Bmc Dev Biol. 2010;10:67. Epub 2010/06/17. doi: 10.1186/1471-213X-10-67 20550699; PubMed Central PMCID: PMC2894780.

37. Ito C, Yamatoya K, Yoshida K, Fujimura L, Hatano M, Miyado K, et al. Integration of the mouse sperm fertilization-related protein equatorin into the acrosome during spermatogenesis as revealed by super-resolution and immunoelectron microscopy. Cell Tissue Res. 2013;352(3):739–50. Epub 2013/04/09. doi: 10.1007/s00441-013-1605-y 23564009.

38. Roqueta-Rivera M, Abbott TL, Sivaguru M, Hess RA, Nakamura MT. Deficiency in the omega-3 fatty acid pathway results in failure of acrosome biogenesis in mice. Biol Reprod. 2011;85(4):721–32. Epub 2011/06/10. doi: 10.1095/biolreprod.110.089524 21653892.

39. Kanemori Y, Koga Y, Sudo M, Kang W, Kashiwabara S, Ikawa M, et al. Biogenesis of sperm acrosome is regulated by pre-mRNA alternative splicing of Acrbp in the mouse. Proc Natl Acad Sci U S A. 2016;113(26):E3696–705. Epub 2016/06/16. doi: 10.1073/pnas.1522333113 27303034; PubMed Central PMCID: PMC4932935.

40. Kierszenbaum AL, Rivkin E, Tres LL. Acroplaxome, an F-actin-keratin-containing plate, anchors the acrosome to the nucleus during shaping of the spermatid head. Mol Biol Cell. 2003;14(11):4628–40. Epub 2003/10/11. doi: 10.1091/mbc.e03-04-0226 14551252; PubMed Central PMCID: PMC266778.

41. Nebel BR, Amarose AP, Hacket EM. Calendar of gametogenic development in the prepuberal male mouse. Science. 1961;134(3482):832–3. Epub 1961/09/22. doi: 10.1126/science.134.3482.832 13728067.

42. Han F, Liu C, Zhang L, Chen M, Zhou Y, Qin Y, et al. Globozoospermia and lack of acrosome formation in GM130-deficient mice. Cell Death Dis. 2017;8(1):e2532. Epub 2017/01/06. doi: 10.1038/cddis.2016.414 28055014; PubMed Central PMCID: PMC5386352.

43. Roy E, Bruyere J, Flamant P, Bigou S, Ausseil J, Vitry S, et al. GM130 gain-of-function induces cell pathology in a model of lysosomal storage disease. Hum Mol Genet. 2012;21(7):1481–95. Epub 2011/12/14. doi: 10.1093/hmg/ddr584 22156940.

44. Deng W, Lin H. miwi, a murine homolog of piwi, encodes a cytoplasmic protein essential for spermatogenesis. Dev Cell. 2002;2(6):819–30. Epub 2002/06/14. doi: 10.1016/s1534-5807(02)00165-x 12062093.

45. Grivna ST, Beyret E, Wang Z, Lin H. A novel class of small RNAs in mouse spermatogenic cells. Genes Dev. 2006;20(13):1709–14. Epub 2006/06/13. doi: 10.1101/gad.1434406 16766680; PubMed Central PMCID: PMC1522066.

46. Ding D, Liu J, Midic U, Wu Y, Dong K, Melnick A, et al. TDRD5 binds piRNA precursors and selectively enhances pachytene piRNA processing in mice. Nat Commun. 2018;9(1):127. Epub 2018/01/11. doi: 10.1038/s41467-017-02622-w 29317670; PubMed Central PMCID: PMC5760656.

47. Xu M, You Y, Hunsicker P, Hori T, Small C, Griswold MD, et al. Mice deficient for a small cluster of Piwi-interacting RNAs implicate Piwi-interacting RNAs in transposon control. Biol Reprod. 2008;79(1):51–7. Epub 2008/04/11. doi: 10.1095/biolreprod.108.068072 18401007.

48. Han BW, Wang W, Zamore PD, Weng Z. piPipes: a set of pipelines for piRNA and transposon analysis via small RNA-seq, RNA-seq, degradome- and CAGE-seq, ChIP-seq and genomic DNA sequencing. Bioinformatics. 2015;31(4):593–5. Epub 2014/10/25. doi: 10.1093/bioinformatics/btu647 25342065; PubMed Central PMCID: PMC4325541.

49. Bartel DP. Metazoan MicroRNAs. Cell. 2018;173(1):20–51. WOS:000428234200006. doi: 10.1016/j.cell.2018.03.006 29570994

50. Dai P, Wang X, Gou LT, Li ZT, Wen Z, Chen ZG, et al. A translation-activating function of MIWI/piRNA during mouse spermiogenesis. Cell. 2019;179(7):1566–81. doi: 10.1016/j.cell.2019.11.022 WOS:000502546200014. 31835033

51. Aravin AA. Pachytene piRNAs as beneficial regulators or a defense system gone rogue. Nature Genetics. 2020;52(7):644–5. doi: 10.1038/s41588-020-0656-8 WOS:000544170300003. 32601474

52. Wang H, Wan H, Li X, Liu W, Chen Q, Wang Y, et al. Atg7 is required for acrosome biogenesis during spermatogenesis in mice. Cell Res. 2014;24(7):852–69. Epub 2014/05/24. doi: 10.1038/cr.2014.70 24853953; PubMed Central PMCID: PMC4085765.

53. Xiao N, Kam C, Shen C, Jin W, Wang J, Lee KM, et al. PICK1 deficiency causes male infertility in mice by disrupting acrosome formation. J Clin Invest. 2009;119(4):802–12. Epub 2009/03/05. doi: 10.1172/JCI36230 19258705; PubMed Central PMCID: PMC2662547.

54. Lin YN, Roy A, Yan W, Burns KH, Matzuk MM. Loss of zona pellucida binding proteins in the acrosomal matrix disrupts acrosome biogenesis and sperm morphogenesis. Mol Cell Biol. 2007;27(19):6794–805. Epub 2007/08/01. doi: 10.1128/MCB.01029-07 17664285; PubMed Central PMCID: PMC2099232.

55. Funaki T, Kon S, Tanabe K, Natsume W, Sato S, Shimizu T, et al. The Arf GAP SMAP2 is necessary for organized vesicle budding from the trans-Golgi network and subsequent acrosome formation in spermiogenesis. Mol Biol Cell. 2013;24(17):2633–44. Epub 2013/07/19. doi: 10.1091/mbc.E13-05-0234 23864717; PubMed Central PMCID: PMC3756916.

56. Tardif S, Guyonnet B, Cormier N, Cornwall GA. Alteration in the processing of the ACRBP/sp32 protein and sperm head/acrosome malformations in proprotein convertase 4 (PCSK4) null mice. Mol Hum Reprod. 2012;18(6):298–307. Epub 2012/02/24. doi: 10.1093/molehr/gas009 22357636; PubMed Central PMCID: PMC3358042.

57. Yan W, Ma L, Burns KH, Matzuk MM. Haploinsufficiency of kelch-like protein homolog 10 causes infertility in male mice. Proc Natl Acad Sci U S A. 2004;101(20):7793–8. Epub 2004/05/12. doi: 10.1073/pnas.0308025101 15136734; PubMed Central PMCID: PMC419685.

58. Pierre V, Martinez G, Coutton C, Delaroche J, Yassine S, Novella C, et al. Absence of Dpy19l2, a new inner nuclear membrane protein, causes globozoospermia in mice by preventing the anchoring of the acrosome to the nucleus. Development. 2012;139(16):2955–65. Epub 2012/07/06. doi: 10.1242/dev.077982 22764053.

59. Kang-Decker N, Mantchev GT, Juneja SC, McNiven MA, van Deursen JM. Lack of acrosome formation in Hrb-deficient mice. Science. 2001;294(5546):1531–3. Epub 2001/11/17. doi: 10.1126/science.1063665 11711676.

60. Gerton GL, Millette CF. Generation of flagella by cultured mouse spermatids. J Cell Biol. 1984;98(2):619–28. Epub 1984/02/01. doi: 10.1083/jcb.98.2.619 6363426; PubMed Central PMCID: PMC2113102.

61. Russell LD, Weiss T, Goh JC, Curl JL. The effect of submandibular gland removal on testicular and epididymal parameters. Tissue Cell. 1990;22(3):263–8. Epub 1990/01/01. doi: 10.1016/0040-8166(90)90001-p 2237906.

62. Dia F, Strange T, Liang J, Hamilton J, Berkowitz KM. Preparation of meiotic chromosome spreads from mouse spermatocytes. J Vis Exp. 2017;(129). Epub 2017/12/30. doi: 10.3791/55378 29286440; PubMed Central PMCID: PMC5755458.

63. Roovers EF, Rosenkranz D, Mahdipour M, Han CT, He N, Chuva de Sousa Lopes SM, et al. Piwi proteins and piRNAs in mammalian oocytes and early embryos. Cell Rep. 2015;10(12):2069–82. Epub 2015/03/31. doi: 10.1016/j.celrep.2015.02.062 25818294.

64. Kim D, Langmead B, Salzberg SL. HISAT: a fast spliced aligner with low memory requirements. Nat Methods. 2015;12(4):357–60. Epub 2015/03/10. doi: 10.1038/nmeth.3317 25751142; PubMed Central PMCID: PMC4655817.

65. Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, et al. The sequence alignment/map format and SAMtools. Bioinformatics. 2009;25(16):2078–9. Epub 2009/06/10. doi: 10.1093/bioinformatics/btp352 19505943; PubMed Central PMCID: PMC2723002.

66. Li H. A statistical framework for SNP calling, mutation discovery, association mapping and population genetical parameter estimation from sequencing data. Bioinformatics. 2011;27(21):2987–93. Epub 2011/09/10. doi: 10.1093/bioinformatics/btr509 21903627; PubMed Central PMCID: PMC3198575.

67. Liao Y, Smyth GK, Shi W. The Subread aligner: fast, accurate and scalable read mapping by seed-and-vote. Nucleic Acids Res. 2013;41(10):e108. Epub 2013/04/06. doi: 10.1093/nar/gkt214 23558742; PubMed Central PMCID: PMC3664803.

68. Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014;15(12):550. Epub 2014/12/18. doi: 10.1186/s13059-014-0550-8 25516281; PubMed Central PMCID: PMC4302049.

69. Patro R, Duggal G, Love MI, Irizarry RA, Kingsford C. Salmon provides fast and bias-aware quantification of transcript expression. Nat Methods. 2017;14(4):417–9. Epub 2017/03/07. doi: 10.1038/nmeth.4197 28263959; PubMed Central PMCID: PMC5600148.

70. Walker M, Billings T, Baker CL, Powers N, Tian H, Saxl RL, et al. Affinity-seq detects genome-wide PRDM9 binding sites and reveals the impact of prior chromatin modifications on mammalian recombination hotspot usage. Epigenetics Chromatin. 2015;8:31. Epub 2015/09/10. doi: 10.1186/s13072-015-0024-6 26351520; PubMed Central PMCID: PMC4562113.

71. Bao W, Kojima KK, Kohany O. Repbase update, a database of repetitive elements in eukaryotic genomes. Mob DNA. 2015;6:11. Epub 2015/06/06. doi: 10.1186/s13100-015-0041-9 26045719; PubMed Central PMCID: PMC4455052.

72. Langmead B, Salzberg SL. Fast gapped-read alignment with Bowtie 2. Nat Methods. 2012;9(4):357–9. Epub 2012/03/06. doi: 10.1038/nmeth.1923 22388286; PubMed Central PMCID: PMC3322381.

73. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods. 2001;25(4):402–8. Epub 2002/02/16. doi: 10.1006/meth.2001.1262 11846609.


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