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Likelihood-based optimization enables accurate copy number estimation for paralogous genes using exome data.

MOTIVATION: Exome sequencing is widely used for genetic studies; however, accurate detection of copy number variants (CNV) in paralogous genes is challenging due to short-read mapping ambiguity and extensive copy-number variation. The human genome contains several hundred paralogous genes, many of which are known to harbor disease-associated CNVs. Existing exome CNV callers are primarily designed for rare CNV detection in uniquely mappable regions and are not well-suited for paralogous genes. METHODS: We describe a computational method (EdgeCopy) for copy number profiling of paralogous genes using whole-exome sequence data. EdgeCopy aggregates reads mapped to all copies of paralogous genes and relates observed read depth to copy number for multiple exome samples using an approximate composite likelihood function. The likelihood function is optimized using numerical optimization to obtain gene-level fractional copy number estimates that are discretized and refined using a Hidden Markov Model to obtain exon-level copy number estimates. RESULTS: Benchmarking of Edgecopy using experimental copy number data showed high concordance (mean = 0.973) for six disease-associated paralogous genes. We evaluated performance using whole-exome data from approximately 2400 samples across five continental populations from the 1000 Genomes Project. EdgeCopy shows robust concordance with whole-genome sequencing based estimates (0.974-0.982) across populations and 130 paralogous genes spanning a wide range of copy-number variation. In comparison, copy number analysis using a state-of-the-art exome CNV caller failed to estimate copy number for paralogous genes with very high mapping ambiguity and showed much lower concordance (0.565) for CNV events compared to EdgeCopy (0.908). AVAILABILITY: EdgeCopy is freely available at https://github.com/vibansal-lab/edgecopy.

Humans

An evolutionary model for the duplication and divergence of esterase genes in Drosophila.

The esterase 5 (Est-5 = gene, EST 5 = protein) enzyme in Drosophila pseudoobscura is encoded by one of three paralogous genes, Est-5A, Est-5B, and Est-5C, that are tightly clustered on the right arm of the X chromosome. The homologous Est-6 locus in Drosophila melanogaster has only one paralogous neighbor, Est-P. Comparisons of coding and flanking DNA sequences among the three D. pseudoobscura and two D. melanogaster genes suggest that two paralogous genes were present before the divergence of D. pseudoobscura from D. melanogaster and that, later, a second duplication occurred in D. pseudoobscura. Nucleotide sequences of the coding regions of the three D. pseudoobscura genes showed 78-85% similarity in pairwise comparisons, whereas the relatedness between Est-6 and Est-P was only 67%. The higher degree of conservation in D. pseudoobscura likely results from the comparatively recent divergence of Est-5B and Est-5C and from possible gene conversion events between Est-5A and Est-5B. Analyses of silent and replacement site differences in the two exons of the paralogous and orthologous genes in each species indicate that common selective forces are acting on all five loci. Further evidence for common purifying selective constraints comes from the conservation of hydropathy profiles and proposed catalytic residues. However, different levels of amino acid substitution between the paralogous genes in D. melanogaster relative to those in D. pseudoobscura suggest that interspecific differences in selection also exist.

Amino Acid Sequence

Close linkage of retinoic acid receptor genes with homeobox- and keratin-encoding genes on paralogous segments of mouse chromosomes 11 and 15.

Retinoic acid is essential for normal development and growth of structures such as head and limbs, and it can act as morphogen or teratogen. Retinoic acid induces expression of genes such as the homeobox genes and keratin type I and type II genes. Retinoic acid receptors are nuclear transcription factors that play a key role in retinoid physiology. As part of the characterization of retinoic acid receptor gene family, linkage of genes encoding the three receptors was determined by using interspecific backcross and recombinant inbred strain analysis of restriction fragment variants. Retinoic acid receptor alpha is located on mouse Chromosome (Chr) 11 near the homeobox-2 complex and the keratin type I gene complex, whereas retinoic acid receptor gamma is on mouse Chr 15 near the homeobox-3 complex and the keratin type II complex. Close genetic proximity of these functionally related genes may be significant. We confirmed assignment of retinoic acid receptor beta to the centromeric portion of Chr 14. These linkage assignments provide further evidence for duplicated segments in the mouse genome.

Animals

Chromosomal-level genome assembly of Trypanosoma carassii, the etiologic agent of a recent outbreak of trypanosomiasis in cage-cultured large yellow croaker (Larimichthys crocea) in China.

Trypanosoma carassii, a typical freshwater fish trypanosome, has recently been identified as the etiological agent of a trypanosomiasis outbreak in cage-cultured large yellow croaker (Larimichthys crocea) in China and has been designated as T. c. larimichthys. To date, publicly available genomic data for trypanosomes have been limited to terrestrial species, particularly those of medical importance. Here, we present a chromosome-level genome assembly of T. carassii, the first genome of an aquatic trypanosome, generated using PacBio HiFi long-read sequencing and Hi-C scaffolding technologies. A preliminary genome survey based on Illumina sequencing data estimated the genome size at 56.38 Mb with a heterozygosity of 1.17%. The final assembled genome spans 48.55 Mb, with contig N50 and scaffold N50 values of 139.15 Kb, and achieves 100.00% BUSCO completeness. Hi-C data resolved the assembly into 34 chromosomes and 9 unanchored scaffolds. Repetitive elements account for 53.29% of the genome (approximately 25.87 Mb). A total of 11,584 protein-coding genes were predicted, 95.36% of which were functionally annotated. Synonymous substitution rates analysis of paralogous genes indicates a recent burst of gene duplication, which likely corresponds to a whole-genome duplications. This high-quality genome assembly provides invaluable resources for understanding the evolution and host adaptation of aquatic trypanosomes.

Animals

HOX gene expression in normal and neoplastic human kidney.

As a consequence of transformation, cancer cells generally lose some of their differentiative properties. Thus, alterations interfering with the genetic mechanisms required to maintain embryonic determination could lead to tumorigenesis. Homeobox genes are a network of genes encoding nuclear proteins containing DNA-binding homeodomains that are highly conserved throughout evolution. They are expressed in a stage-related fashion in the developing embryo and, in adult life, in normal tissues. In mice and humans, homeobox genes of the HOX family are organized in 4 clusters on different chromosomes which have presumably evolved by duplication of a primordial gene cluster. Strikingly, the order of genes within each cluster is also highly conserved throughout evolution, suggesting that the physical organization of HOX genes might be essential for their expression. Recent reports indicate that homeobox mutant mice display morphological abnormalities or show neoplastic alterations, and that growth factors can turn on homeobox genes. We have studied the expression of the Antennapedia-like HOX genes in normal human kidney and in renal carcinomas. The great majority of the HOX genes analyzed are expressed in a peculiar manner in normal kidney: blocks of genes, even entire HOX loci, are coordinately regulated. Alterations in HOX gene expression in renal carcinoma can be observed in 2 genes of the HOX-2 locus, HOX-2A and HOX-2E, which are actively expressed in normal kidney and silent in cancer biopsies. The HOX-3H gene is not expressed in normal kidney whereas the HOX-3H transcripts are present in renal carcinomas. Homeobox genes within the 4 HOX loci can be aligned on the basis of the maximal sequence homology of their homeodomains: this alignment defines 13 paralogous gene groups. In renal carcinomas, genes of group 10 (HOX-1D, 2F, 3E, 4B) display a marked difference in their transcript classes when compared to those of normal kidney. Our findings suggest an association between altered HOX gene expression and kidney cancer.

Carcinoma, Renal Cell

Studies on functional differentiation of xpr1a and xpr1b genes in zebrafish.

Xenotropic and polytropic retrovirus receptor 1 (XPR1) is known to be involved in various biological processes, including phosphate homeostasis, cellular signaling, brain and vascular mineralization, whereas its specific contribution to bone development remains incompletely characterized. Due to genome duplication in teleosts, zebrafish Danio rerio possess two paralogous genes of XPR1 namely xpr1a and xpr1b, whose functional divergence remains unclear. The amino acid sequence similarity between zebrafish xpr1a and xpr1b was 83.26%. In situ hybridization demonstrated overlapping localization in the head and spinal cord at 24-48 hpf, while diverged by 72 hpf, with xpr1a becoming restricted to the head while xpr1b persisted in both regions. CRISPR/Cas9 was used to generate xpr1a and xpr1b mutants. The xpr1a mutants are comparatively healthy, viable but with mild growth reduction, whereas the xpr1b mutants display high mortality, reduced body length and severe vertebral deformities. Interestingly, all the double mutants died at the embryonic stage. Moreover, to further investigate the molecular and regulatory mechanisms, we conducted comparative transcriptome analysis on bone and brain tissues from xpr1b+/+ and xpr1b-/- zebrafish. In bone tissue, 6749 DEGs were identified, comprising 3846 upregulated and 2903 downregulated genes. These DEGs were mainly enriched in the MAPK signaling pathway, Wnt signaling pathway, cysteine and methionine metabolism, and ECM-receptor interaction. RT-qPCR validated results showed that seven osteogenesis-related genes (col1a1a, sp7, runx2b, col1a2, col1a1b, alp1 and entpd5), and two phosphate homeostasis related genes (slc20a2 and pdgfba), which are essential for skeletal mineralization and phosphate homeostasis, exhibited significantly downregulated expression in bone tissue of xpr1b mutant zebrafish. These results highlight the pivotal role of xpr1b in regulating skeletal mineralization and phosphate metabolism, thereby elucidating the functional specialization of XPR1 paralogs while providing a theoretical basis for understanding bone developmental mechanism in teleost vertebrates.

Animals

Diversity of ribosomes at the level of rRNA variation associated with human health and disease.

Ribosomal DNA and RNA (rDNA and rRNA) sequences are usually discarded from sequencing analyses. But with hundreds of copies of rDNA genes it is unknown whether they possess sequence variations that form different types of ribosomes that affect human physiology and disease. Here, we developed an algorithm for variant-calling between paralog genes (termed RGA) and compared rDNA variations found in short- and long-read sequencing data from the 1,000 Genomes Project (1KGP) and Genome In A Bottle (GIAB). We additionally developed a novel protocol for long-read sequencing full-length rRNA (RIBO-RT) from actively translating ribosomes. Our analyses identified hundreds of rDNA variants, most of which, surprisingly, are short insertion-deletions (indels) and dozens of highly abundant rRNA variants that are incorporated into translationally active ribosomes. To visualize variant ribosomes at the single cell level, we developed an in-situ rRNA sequencing method (SWITCH-seq) which revealed that variants are co-expressed within individual cells. Strikingly, by analyzing rDNA, we found that variants assemble into distinct ribosome subtypes. We discovered that these subtypes acquire different rRNA structures by successfully employing dimethyl sulfate (DMS) probing of full length rRNA. With this atlas we investigated rRNA variation changes across human tissues and cancer types. This revealed tissue-specific rRNA subtype expression in endoderm/ectoderm-derived tissues. In cancer, low abundant rRNA variants can become highly expressed, which suggests the presence of cancer-specific ribosomes. Together, this study identifies and comprehensively characterizes the diversity of ribosomes at the level of rRNA variants which is dominated by indel variants, their chromosomal location and unique structure as well as the association of ribosome variation with tissue-specific biology and cancer.

Journal Article

Genome-wide identification and expression profiling of Na-K-Cl cotransporter 1 gene (Slc12a2) in Hilsa Shad across marine-freshwater transition.

The Hilsa Shad is an anadromous fish of major ecological and economic importance in Bangladesh. It migrates between marine and freshwater environments and faces substantial osmotic challenges. There is limited research on osmoregulatory gene expression during migration across diverse habitats. This study provides the first genome-wide identification of the Slc12a2 gene in Hilsa Shad and confirms the existence of two Slc12a2 gene paralogs. To evaluate their potential role in salinity adaptation, we further examined their expression across contrasting habitats. The Bay of Bengal where the fish originates, the genome-wide expression of Slc12a2 has not yet been investigated. The Surma River has been identified as a significant freshwater habitat for Hilsa Shad. However, the molecular information including gene expression data has not yet been reported for this population. In this study, RT-qPCR was used to analyze gill, kidney, liver, and muscle tissues of Hilsa Shad. The results showed that both Slc12a2 paralogs were significantly down-regulated during upstream migration from the Bay to Bengal to the Surma River. These findings demonstrate the essential role of Slc12a2 in maintaining osmotic balance during habitat transition. This genome-wide approach also gives an overall picture of how multiple Slc12a2 gene copies respond to environmental salinity changes and regulate homeostasis.

Fish migration

Evolution of isozyme loci and their differential tissue expression. Creatine kinase as a model system.

The phylogeny of the creatine kinase (CK, EC 2.7.3.2) isozyme loci and their differential tissue expressions were determined for representatives of 65 families of vertebrates, with emphasis on the fishes. The transition from the single creatine kinase locus, characteristic of certain echinoderms, to the two creatine kinase loci which are orthologous to those present in all vertebrates, occurred early in the chordate line. The majority of pre-teleostean fishes possesses only these two CK loci (A and C). These loci are relatively generalized in their tissue expressions which are variable among species of primitive fishes. The third and fourth creatine kinase loci (B and D) arose separately in the ancestors of the bony fishes and appear to be the result of regional genome duplications. Concomitant with the increase in the number of isozyme loci has been an increase in the specificity of their tissue expression. In the advanced teleost fishes the four CK loci are differentially expressed in a characteristic manner. The A2 isozyme predominates in skeletal muscle, the B2 isozyme in eye and brain, the C2 isozyme in stomach muscle, and the D2 isozyme is found exclusively in testis. We propose a phylogeny of the creatine kinase genes in the lower chordates based on the time of appearance of new CK loci, the sequence in which the loci achieve a tissue restricted expression, and the immunochemical relatedness of the orthologous and paralogous gene products.

Animals

Evidence that eukaryotes and eocyte prokaryotes are immediate relatives.

The phylogenetic origin of eukaryotes has been unclear because eukaryotic nuclear genes have diverged substantially from prokaryotic ones. The genes coding for elongation factor EF-1 alpha were compared among various organisms. The EF-1 alpha sequences of eukaryotes contained an 11-amino acid segment that was also found in eocytes (extremely thermophilic, sulfur-metabolizing bacteria) but that was absent in all other bacteria. The related (paralogous) genes encoding elongation factor EF-2 and initiation factor IF-2 also lacked the 11-amino acid insert. These data imply that the eocytes are the closest surviving relatives (sister taxon) of the eukaryotes.

Amino Acid Sequence

Avirulence depletion assay: Combining R gene-mediated selection with bulk sequencing for rapid avirulence gene identification in wheat powdery mildew.

Wheat production is threatened by multiple fungal pathogens, such as the wheat powdery mildew fungus (Blumeria graminis f. sp. tritici, Bgt). Wheat resistance breeding frequently relies on the use of resistance (R) genes that encode diverse immune receptors which detect specific avirulence (AVR) effectors and subsequently induce an immune response. While R gene cloning has accelerated recently, AVR identification in many pathogens including Bgt lags behind, preventing pathogen-informed deployment of resistance sources. Here we describe a new "avirulence depletion (AD) assay" for rapid identification of AVR genes in Bgt. This assay relies on the selection of a segregating, haploid F1 progeny population on a resistant host, followed by bulk sequencing, thereby allowing rapid avirulence candidate gene identification with high mapping resolution. In a proof-of-concept experiment we mapped the AVR component of the wheat immune receptor Pm3a to a 25 kb genomic interval in Bgt harboring a single effector, the previously described AvrPm3a2/f2. Subsequently, we applied the AD assay to map the unknown AVR effector recognized by the Pm60 immune receptor. We show that AvrPm60 is encoded by three tandemly arrayed, nearly identical effector genes that trigger an immune response upon co-expression with Pm60 and its alleles Pm60a and Pm60b. We furthermore provide evidence that Pm60 outperforms Pm60a and Pm60b through more efficient recognition of AvrPm60 effectors, suggesting it should be prioritized for wheat breeding. Finally, we show that virulence towards Pm60 is caused by simultaneous deletion of all AvrPm60 gene paralogs and that isolates lacking AvrPm60 are especially prevalent in the US thereby limiting the potential of Pm60 in this region. The AD assay is a powerful new tool for rapid and inexpensive AVR identification in Bgt with the potential to contribute to pathogen-informed breeding decisions for the use of novel R genes and regionally tailored gene deployment.

Triticum

Loss and Gain of Aqp10 Paralogs With Broad Solute Selectivity in Anguillid Eels.

Aquaporin (Aqp) 10 is a member of the aquaglyceriporin family, which transports small, uncharged solutes in addition to water. Although the solute selectivity of aquaglyceroporins varies, the mechanism of solute selectivity has not yet been fully elucidated. The common ancestor of ray-finned fish possessed two paralogous genes for aquaporin 10, aqp10.1 and aqp10.2, which produce Aqps with different solute selectivities. Most teleosts possess one or more ohnologs derived from aqp10.1 and aqp10.2; however, the common ancestor of Anguilliformes species lost all aqp10.1-derived ohnologs. Anguilliformes species, except Anguilla species, have one aqp10.2b, but recent tandem duplications in the European eel have generated three aqp10.2b paralogs (aqp10.2b1-aqp10.2b3), whose activities remain ambiguous. In this study, we found that the four sites forming the aromatic/arginine (ar/R) selectivity filter in European eel Aqp10.2b1 were identical to those in Aqp10.2b of other species. However, the Y residue at position 3 was replaced with G in the ar/R selectivity filter of Aqp10.2b2 and b3. When expressed in Xenopus oocytes, Aqp10.2b2 and b3 showed higher permeability to urea and boric acid than Aqp10.2b1, indicating that Aqp10.2b2 and b3 acquired broad solute selectivity similar to that of Aqp10.1, which was lost in the ancestral Anguilliformes species. Urea and boric acid permeabilities of Aqp10.2b1 increased when the Y residue at position 3 of the ar/R selectivity filter was replaced with G. Overall, our results outline the history of the loss and gain of Aqp10 paralogs with broad solute selectivity in anguillid eels.

Animals

Nucleotide sequence, function, activation, and evolution of the cryptic asc operon of Escherichia coli K12.

The cryptic asc (previous called "SAC") operon of Escherichia coli K12 has been completely sequenced. It encodes a repressor (ascG); a PTS enzyme IIasc for the transport of arbutin, salicin, and cellobiose (ascF); and a phospho-beta-glucosidase that hydrolyzes the sugars which are phosphorylated during transport (ascB). ascG and ascFB are transcribed from divergent promoters. The cryptic operon is activated by the insertion of IS186 into the ascG (repressor) gene. The ascFB genes are paralogous to the cryptic bglFB genes, and ascG is paralogous to galR. The duplications that gave rise to these paralogous genes are estimated to have occurred approximately 320 Mya, a time that predates the divergence of E. coli and Salmonella typhimurium.

Amino Acid Sequence

Common origin and evolution of variable and constant regions of immunoglobulins.

Sequence data show that the immunoglobulins evolved from two sets of paralogous genes: a gene set coding for the V regions and another for the different C regions. A comparison of sequences from these two gene sets shows homology between the V and C sets of genes: this homology is only significant when VH is compared with Cmu1, Cmu2 and Cgamma1. There is a close agreement between our data drawn from sequence comparisons and the data of Poljak et al. (1974) drawn from crystallographic data. This finding is in agreement with the results of the phylogenetic trees of the C and V gene sets: they suggest that the VH subgroups and the first constant domain of the heavy chains are the most ancient. Moreover homology between the red blood cell glycophorin and Cmu2 suggests that immunoglobulins could have a common origin with some membrane proteins.

Amino Acid Sequence

The upstream region of the human homeobox gene HOX3D is a target for regulation by retinoic acid and HOX homeoproteins.

We studied the structure, regulation and expression of HOX3D, a human homeobox gene located in the HOX3 cluster on chromosome 12. HOX3D is developmentally regulated during embryogenesis and is activated by retinoic acid (RA) in cultured embryonal carcinoma (EC) cells. Transfection of HOX3D upstream genomic sequences linked to a reporter gene allowed the functional definition of its promoter, containing a canonical TATA element. This promoter directs the expression of the reporter gene in EC cells after induction with RA, and binds RA-induced nuclear factor(s) through a conserved palindromic sequence located approximately 100 bp upstream of the transcription start site. The HOX3D promoter is transactivated in both human and murine cells when cotransfected with vectors expressing the protein product of the upstream gene HOX3C and the paralogs of further upstream genes in the HOX4 cluster (i.e. HOX4D, HOX4C and the murine Hox 4.3). The HOX3D protein, and those encoded by the downstream gene HOX3E and its paralog HOX4B are instead inactive. HOX4C and HOX4D proteins synthesized in bacteria bind to the same conserved sequence located around position -120, as well as to the TATA box and immediately upstream and downstream nucleotides. These data provide evidence that cross-regulatory interactions between mammalian homeogenes take place in cultured cells, thus raising the possibility that a regulatory network may exist in vivo. The sequences on the HOX3D promoter involved in cross-regulation are different from those binding nuclear factors induced by RA.

Amino Acid Sequence

Paralog-aware assembly and filtering strategies reveal minimal nucleotide variation on the macro germline-restricted chromosome of the zebra finch.

The germline-restricted chromosome (GRC) of passerines is a remarkable tissue-specific chromosome that accumulated paralogs of genes from the regular "A chromosomes" over millions of years, often amplified into dozens of gene copies. In addition to its repetitive content, typically uniparental inheritance, and lack of recombination, the GRC resembles non-recombining sex chromosomes and some B chromosomes, for all of which assembly and single-nucleotide polymorphisms (SNPs) calling are difficult. Here, we first show that much of the Australian zebra finch macro-GRC can be assembled using accurate long reads. We then describe a paralog-aware Snakemake pipeline, ParaVar, to map short reads from the GRC to retrieve GRC regions suitable for haplotype-based analysis. ParaVar reliably calls hundreds of SNPs across the GRC, thereby providing an estimate of nucleotide diversity on the highly repetitive zebra finch macro-GRC. Our results show significantly lower nucleotide diversity (20- to 50-fold lower) on the GRC compared to the mitogenome and autosomes, and a strong phylogenetic discordance between the GRC and the mitochondrial genome. Beyond the contribution of background selection, our results suggest that a single GRC haplotype recently spread through the populations while jumping across matrilines via occasional paternal inheritance. We anticipate that our paralog-aware pipeline will be useful for SNP calling and population genetics analyses of repetitive GRCs, sex chromosomes, and B chromosomes.

Animals

Ectopic expression of Hox-2.3 induces craniofacial and skeletal malformations in transgenic mice.

To better understand the role of the Hox-2.3 murine homeobox gene during development, a dominant gain-of-function mutation was generated. The developmental malformations that resulted when the chicken beta-actin promoter was used to direct widespread expression of the Hox-2.3 gene in transgenic mice included early postnatal death as well as craniofacial abnormalities, including open eyes and cleft palate. Ventricular septal defects were also observed in the hearts of three transgenic mice. Skeletal malformations were seen in the bones of the craniocervical transition, with the occipital, basisphenoid, and atlas bones deficient or misshapen. Interestingly, one mutant exhibited an extra pair of ribs as well as alterations in cervical vertebrae identities. Some of the malformations observed in Hox-2.3 gain-of-function mutants overlap with those seen in Hox-1.1 and Hox-2.2 misexpression mutants which suggests functional similarities between paralogous homeobox genes. The results of these experiments are consistent with a role for Hox-2.3 in specifying positional information during development.

Abnormalities, Multiple

Tdrd15 is dispensable for male fertility and spermatogenesis in the golden hamster.

Tudor domain-containing proteins (TDRDs) constitute an evolutionarily conserved protein family and are critical for germline development and piRNA pathway regulation, with established roles in male fertility. While multiple TDRD family members have been functionally linked to spermatogenic impairment, the precise biological role of TDRD15 remains to be elucidated. We used CRISPR/Cas9-mediated gene editing to generate Tdrd15 knockout (KO) golden hamsters (Mesocricetus auratus), a model necessitated by the absence of a functional Tdrd15 ortholog in the mouse genome, to investigate its function in male reproduction. Phylogenetic analysis demonstrated that TDRD15 is strongly conserved among eutherian mammals, with testis-restricted expression patterns in hamsters. Despite the successful induction of frameshift mutations and significant transcriptional knockdown, Tdrd15 KO males maintained normal fertility parameters, including unaltered testicular architecture, spermatogenic progression (confirmed by periodic acidic-Schiff (PAS) staining and immunohistochemistry), and sperm quality metrics determined using a computer-assisted analysis. Quantitative polymerase chain reaction (qPCR) revealed compensatory overexpression of paralogous Tdrd genes in KO testes, implying functional redundancy within this protein family. This study provides the first experimental evidence that TDRD15 is dispensable for male fertility in golden hamsters under physiological conditions, thereby challenging the prevailing assumptions of its obligatory function in spermiogenesis. Altogether, these findings support a more targeted allocation of research efforts within the field of male reproductive biology.

Animals