Mining and characterization of ubiquitin E3 ligases expressed in the mouse testis
- Xiaojun Hou†1, 2,
- Wei Zhang†1, 2,
- Zhenyu Xiao1, 2,
- Haiyun Gan1,
- Xiwen Lin1,
- Shangying Liao1 and
- Chunsheng Han1Email author
© Hou et al.; licensee BioMed Central Ltd. 2012
Received: 2 April 2012
Accepted: 7 September 2012
Published: 19 September 2012
Ubiquitin-mediated protein modification and degradation are believed to play important roles in mammalian spermatogenesis. The catalogues of ubiquitin activating enzymes, conjugating enzymes, and ligases (E3s) have been known for mammals such as mice and humans. However, a systematic characterization of E3s expressed during spermatogenesis has not been carried out.
In present study, we set out to mine E3s from the mouse genome and to characterize their expression pattern, subcellular localization, and enzymatic activities based on microarray data and biochemical assays. We identified 398 putative E3s belonging to the RING, U-box, and HECT subfamilies and found that most genes were conserved between mice and humans. We discovered that 73 of them were highly or specifically expressed in the testes based on the microarray expression data. We selected 10 putative E3 genes to examine their mRNA expression pattern, and several genes to study their subcellular localization and E3 ligase activity. RT-PCR results showed that all the selected genes were predominately expressed in the testis. Some putative E3s were localized in the cytoplasm while others were in both the cytoplasm and the nucleus. Moreover, all the selected proteins were enzymatically active as demonstrated by in vitro and in vivo assays.
We have identified a large number of putative E3s that are expressed during mouse spermatogenesis. Among these, a significant portion is highly or specifically expressed in the testis. Subcellular localization and enzymatic activity assays suggested that these E3s might execute diverse functions in mammalian spermatogenesis. Our results may serve as an initial guide to the field for further functional analysis.
KeywordsSpermatogenesis E3 ubiquitin ligase Gene mining Microarray Testis
Spermatogenesis, a complex yet highly regulated developmental process of male germ cells, consists of three stages--the proliferation of spermatogonia, the meiosis of spermatocytes and the morphogenesis of spermatids [1, 2]. The formation of the terminally-differentiated germ cells, the spermatozoa, requires a series of important processes that are unique to spermatogenic cells, including nuclear condensation, mitochondrial rearrangement, histone replacement by transition proteins and protamin, the shedding of residual bodies, and the formation of acrosomes . It is not surprising that a large number of testis-specific genes are required for these events. In mice and rats, several high throughput gene expression datasets have revealed that a large number of genes are expressed to fuel spermatogenesis [4, 5]. It is also estimated that about 4% of protein-coding genes in the mouse genome are specifically expressed in the mouse testis .
Ubiquitination of protein is an indispensable post-translational modification that serves as a component of the protein quality control system. It is also involved in diverse biological processes such as signal transduction, DNA repair, transcriptional regulation in a protein degradation-independent way . In principle, ubiquitination is a process containing three ubiquitin transferring reactions catalyzed by three corresponding enzymes. At first, the 8.5-kDa ubiquitin polypeptide is activated by the ubiquitin-activating enzyme (E1) in an ATP-dependent way. Subsequently, this activated ubiquitin is transferred to the ubiquitin conjugating enzyme (E2) via a thioester bond. In the end, the ubiquitin is transferred to a lysine residue of the substrate catalyzed by the ubiquitin-protein ligase (E3) . Substrate specificity is conferred by E3s, implying a much larger number of E3s in the genome than E1s and E2s. The mammalian genome encodes 1 ~ 2 E1s, 10 ~ 20 E2s and several hundred E3s . There are three typical E3 families including the RING finger family, HECT domain family and the U-box family [10–12].
To our knowledge, approximate 29 E3s have been reported to be expressed in mammalian testes and most of them execute diverse functions at different stages of spermatogenesis (summarized in Additional file 1). A dozen of E3s as well as associated complex play important roles in DNA double strands break (DSB) and histone modifications during early meiosis. As examples, the expression of LASU1 complex and Cul4A-CRL4 is detected primarily in spermatogonia stage and involved in histone ubiquitination during meiosis [13–16]. An N-end rule pathway E3 ligase, UBR2, plays a critical role in transcriptional chromosome inactivation via ubiquitination of histone H2A . The majority of E3s that are highly expressed in haploid germ cells probably contribute to the morphogenesis during the formation of spermatozoa. For instance, MARCH10 is a microtubule associated E3 and is involved in the organization and maintenance of the flagella of spermatozoa .
Although it has been known that the mammalian genome encodes a large number of E3s, the exact number is still not known particularly when higher specificity of mining is a major concern to the experimental scientists. Moreover, how these putative E3s are expressed during mammalian spermatogenesis is still an open question. In the present study, we mined out putative E3s from the mouse and human genome, evaluated their expression in multiple tissues, particularly in the mouse testis at different stages. The ligase activity of selected E3s was confirmed by in vitro and in vivo assays. Our list of E3s expressed during spermatogenesis provides a valuable source for future functional studies of the ubiquitination during mammalian spermatogenesis.
Mining of E3s from the mouse and human genomes
E3s conserved in the yeast, the mouse and the human
Expression of E3 mRNAs in the mouse testis
Numbers and mRNA expression levels of annotated E3s in the mouse testis
Stage-specific expression of E3 mRNAs during mouse spermatogenesis
Numbers of stage-specifically expressed E3 mRNAs during mouse spermatogenesis
Testis expression level
Stage-specific expression of E3 proteins during mouse spermatogenesis
Validation of mRNA expression of selected putative E3s by RT-PCR
Subcellular localization of putative E3s with or without transmembrane domains
In vitro and in vivo ubiquitin ligase activities of putative E3s
In the present study, we conducted genome-wide search and annotation of putative E3s from several high-throughput expression datasets. We mined out putative E3s from protein coding genes whose expression have been examined in different tissues, and investigated their mRNA and protein expressions in the mouse testis. According to microarray data, we discovered that a large number of putative E3s were expressed in the mouse testis and that some of them were specifically expressed there, which were confirmed by RT-PCRs. The protein expression patterns of 38 E3s were detected in different spermatogenic cells using the iTRAQ MS technology (our unpublished data). The E3 ligase activity of some selected proteins was confirmed by ubiquitin assays. These results indicated that our mining and annotation strategy was reliable and distinguished its self from some previous mining procedures purely based on sequence analysis.
According to a report by Li et al. based on bioinformatics analysis, the human genome contains 617 putative E3s . This number was derived from motif searching using the Hidden Markov Models (HMMs) for domains such as HECT, RING/U-box, F-box, SOCS-box etc. It is known that most, if not all, HECT and RING/U-box proteins are true E3s while those F-box-, SOCS-box containing ones are not necessarily a component of the E3 complexes . Therefore, we limited our searches by using only the HECT and RING/U-box domains to reduce the false positive rate. Indeed, Li et al. used several datasets containing predicted transcripts and corresponding proteins of the human genome in order for the search to be comprehensive. However, we think for bench-working scientists, higher specificity is more important than higher sensitivity. Accordingly, we only used protein-coding genes derived from the Affymetrix expression GeneChips (Mouse Genome 430 2.0 Array, Murine Genome U74 Version 2 Array, Human Genome U95A Array, Human Genome U133A Array and GNF1M/GNF1H custom array) and the UniGene database as the target sets to be mined. As a result, we identified 398 putative E3s, of which 360 were the RING family members from the mouse genome. Our 411 human E3s are not all covered by Li’s 617 E3s. The intersection between our 411 human E3s and the 617 by Li et al. is 308. We found that the list of Li et al. only contained 343 human E3s based on the HECT and RING/U-box domains. Therefore, our mining should be more specific than Li et al. and also more sensitive if the same set of domains were used. Moreover, we found that Li et al. mined 34 more E3s based on only RING and U-box domains than we did. However, a manual curation of these 34 genes by us indicated that 26 actually did not contain the RING or U-box, 3 were pseudogenes, 1 was discontinued gene, 3 were E4s, and only 1 typical E3 was left.
The main goal of the present study was to profile the expression of E3s in the mouse testis during spermatogenesis. Taking advantage of several multiple tissue microarray datasets, we rated the expression levels of putative E3s as 5 levels (A, P, HP, MS and SP). The rating system was based on a supposed normal distribution of gene expression in different tissues and the final rate was determined by votes from different datasets. Therefore, the rating was highly stringent as was confirmed by the RT-PCR results. Almost all predicted testis-specific E3s were indeed specifically expressed in the testis. In addition, we found that majority of the putative E3s were expressed in the mouse testis, and the number of testis-specific E3s was much higher than in other tissues such as the liver, the lung, and the muscle. The stages-specific expression of E3s during mouse spermatogenesis indicated that most of the testis-specific E3s were expressed in spermatocytes and spermatids. As spermatocytes undergo meiosis and spermatids go through a number of unique processes such as acrosome formation, histone replacement, flagellum formation and shedding of most of the cytoplasm, it is reasonable that these cells need many tissue-specific E3s to catalyze the turnover of proteins.
We performed a mining of ubiquitin ligases in the mouse genome and analyzed their expression profile in the mouse testis systematically. The identification of a large number of homologous putative E3s between human and mouse suggests that these enzymes are highly conserved in the two species. Our analysis reveals that 340 putative E3s are expressed in the mouse testis and 73 E3s are highly or specifically expressed. Based on in vitro and in vivo essays, the ligase activity of several novel E3s expressed during the mouse spermatogenesis are confirmed. The lists of E3s expressed at different levels during spermatogenesis provide a valuable resource from which key factors regulating spermatogenesis could be identified.
mRNA expression evaluation in tissues
In order to summarize the expression levels of a gene in a particular tissue (t) from different datasets (d), the expression value of a gene in a tissue (xt) were converted into the z-score (zt = (xt - μ)/s where μ and s are the mean and standard deviation of xt among tissues). Assuming the zt values of a gene in different tissues are normally distributed, three threshold values (z1 = 1, z2 = 1.96, z3 = 2.58) mean that at least 68%, 95%, 99% of tissues have the absolute values of their zt scores to be less than these value, respectively. For example, if a gene in the testis has its zt=testis ≥ 2.58, we can say that the zt≠testis values of this gene in at least 99.5% of the tissues should be less than zt=testis while zt≠testis values in at most 0.5% of the other tissues may be equal to or more than zt=testis. The following five expression levels were defined accordingly. A for absent of a gene in t if the original Affymetrix P/A call value is A. P for present if the Affymetrix P/A call value is P. HP for highly present with zt ≥ z1. MS for multi-tissue specific with zt ≥ z2 because a gene with such an expression value may only expressed in several tissues. SP for specific with zt ≥ z3 for tissue t and zi ≤ z2 for all the other tissues (i ≠ t). The most specific expression level was assigned to a gene if it satisfying more than one level. For example, a gene considered SP must also satisfy the MS condition, but we labeled it as SP. We considered five datasets (including the four mouse microarray datasets and the UniGene EST dataset) as five voters. We determined the mRNA expression level by a ballot. The expression level that was supported by the highest number of votes was assigned to the gene in the specified tissue. However, if two expression levels were both supported by the highest number of votes, the less specific level was assigned. For example, MS was assigned to a gene if both MS and SP were supported by 2 votes.
Male CD1 mice were purchased from Vital River Laboratories (Beijing, China) and maintained in the Experiment Animal Center, Chinese Academy of Sciences. Animal use was approved by the Animal Research Committee of the Institute of Zoology, Chinese Academy of Sciences (Protocol No. 2004–35). Protocols for animal sacrifice and tissue harvesting were in accordance with the NIH Guide for the Care and Use of Laboratory Animals. All the mice were euthanized by cervical dislocation before tissue harvesting.
Isolation of different type germ cells
8 dpp and 17 dpp mice were used for isolating type A spermatogonia (SG-A) and pachytene spermatocytes (pacSCs), respectively. Meanwhile, adult mice were used for isolating round spermatids (rSTs) and elonged spermatids (eSTs). The seminiferous tubules were isolated from decapsulated testes and digested into cell suspension with collagenase (1 mg/ml, 2 min, 37°C, Gibco) and trypsin (0.25%, 5 min, 37°C, Gibco). The purity of four types of germ cells all exceeded 90% using the unit gravity sedimentation procedure in 2-4% BSA medium as described before [31–33]. The purity of cells was validated based on morphological evaluation and confirmed by RT-PCR of reported marker genes expressed in different germ cells.
RNA isolation and RT-PCR
Primers used in RT-PCR analysis
Molecular cloning of putative E3s
Primers used for recombinant plasmids construction
Sense: CG GGATCC ATGGCTTCCGGCGTGATC
Antisense: CG GAATTC CTAGTGCTGCCGGGTCCGTAA
Sense: CG GAATTC ATATGGCTTCCGGCGTGATC
Antisense: CG GGATCC TTGTGCTGCCGGGTCCGTAA
Sense: CG GAATTC TATGGCTTCCGGCGTGATC
Antisense: CG GGATCC CTAGTGCTGCCGGGTCCGTAA
Sense: CG GGATCC ATGGCCGAGGCGTCGCCG
Antisense: CG GAATTC TCAGGAGTTGCTTGTGGCG
Sense: CG GAATTC ATATGGCCGAGGCGTCGCCG
Antisense: CG GGATCC TTGGAGTTGCTTGTGGCG
Sense: CG GAATTC TATGGCCGAGGCGTCGCCG
Antisense: CG GGATCC TCAGGAGTTGCTTGTGGCG
Sense: CCG GGATCC TTCCTGTGTTCTGTCTGCCA
Antisense: GC CTCGAG CCTTCATAAGACACTTTGGC
Sense: CG GAATTC GATC ATGAGTGGTGG
Antisense: CG GGATCC TCATAAGACACTTTGGC
Sense: CCG GAATTC CCATGGCGCGGTTTGCGTG
Antisense: CCG GGATCC CTGGAG AGCT CGGA AGT CGC TTC
Sense: CCG GAATTC CATGGCGCGGTTTGCGTG
Antisense:CCG GGATCC TCAGGAGAGCTCGGAAGTCGC TTC
Preparation of recombinant proteins
Putative E3s with GST tag and E2s (UBE2D2, UBE2D3, UBE2L3, Ube2k) with His tag were produced in the Escherichia coli strain Rossetta (DE3) (TransGen). Bacterial culture, IPTG treatment and lysate sonication were conducted following standard protocols. GST and His tag fusion proteins were purified by AKTATM purifier 9500 using GST-Trap_5ml_FF and His-Trap_5ml_FF columns (GE Health care), respectively. Protein purification followed the manufacturer’s instructions. Purified proteins were dialyzed by ultrafiltration (MICROCON, Millipore) before in vitro ubiquitination assays were performed.
In vitro ubiquitination assays
In vitro ubiquitination reactions were set up by adding to the Eppendorf tubes with the following reactants: 0.25 μg yeast E1 (Boston Biochem); 2 μg various purified recombinant E2s (UBE2D2/UBCH5B, UBE2D3/UBCH5C, UBE2L3/ UBCH7, Ube2k/E2-25K); 5 μg putative E3s with GST tag; 5 μg MYC-ubiquitin (Boston Biochem) in 50 mM Tris/HCl (pH 7.4), 5 mM MgCl2, 1 mM DTT; 2 mM ATP (Sigma). Negative control reaction was set up with putative E3 being replaced with equal amount of glutathione S-transferase. After 30 min incubation at 37°C, reactions were stopped by treatment at 95°C for 10 min in a SDS–PAGE sample buffer containing β-mercaptoethanol. Then proteins were separated by electrophoresis and subjected to Western blot using anti-ubiquitin antibody .
Cell culture and transfection
HEK 293FT and CHO cells were cultured in high glucose DMEM (Gibco) supplemented with 10% fetal bovine serum (Hyclone) in 5% CO2 at 37°C. 24 hours after passage, 3.5 × 104/cm2 cells were plated and transient transfected with Mega Trans1.0 (ORIGEN) according to the manufacturer’s recommendations. 24 hours after transfection, CHO cells were treated with 10 μM MG-132 (Z–Leu–Leu –Leu-al, Sigma) for 6~8 hours before fixed in 4% paraformaldehyde for 15 min at room temperature. Then the cells were permeabilized with 0.1% Triton X-100 and washed by PBS. Cell nucleus was dyed with DAPI (1 μg/ml) for 10 minutes. Samples were observed with Zeiss LSM710 confocal microscope. All the images were quantified using the ZEN software (Zeiss).
In vivo Ubiquitination assays
HEK 293FT cells transfected with different FLAG-tagged putative E3s and HA-tagged PRK-Ub were cultured for 36 hours. Cells were treated with 10 μM proteasome inhibitor MG-132 for 6~8 hours. Subsequently, the cells were washed twice in ice-cold PBS and suspended in cell lysis buffer [50 mM Tris HCl (pH7.4), 150 mM NaCl, 1 mM EDTA, 1% NP-40, and 10 μM protease Inhibitor Cocktail (Sigma)]. The cell lysate (3 × 107 cells/ml, approximately 0.5 ~ 1 mg/ml) was incubated on a shaker for 30 minutes at 4°C and centrifuged at 15000 g for 15 min. 1 ml supernatant was incubated with 30 μl suspended ANTI-FLAG M2 affinity gel (Sigma) overnight at 4°C and then spun at 15,000 g for 15 min . The M2 resin was washed 4 times with buffer A [50 mM Tris–HCl (pH7.4), 150 mM NaCl], bound proteins were eluted using buffer B (including 150 ng/μl 1 × FLAG peptide, Sigma). Eluted proteins were separated by electrophoresis using 4~20% gradient PAGE gels [36, 37].
In order to disrupt the non-covalent interactions, cells were lysed with lysis buffer containing 1% (w/v) sodium dodecyl sulfate (SDS) and then heated to 100°C. 10 mM sulfhydryl alkylating agent N-ethylmaleimide (NEM, Pierce) was added into the cell lysis buffer to prevent ubiquitin chain from breaking. The concentrations of SDS in the cell lysis were diluted to 0.1% before immunoprecipitated with the ANTI-FLAG M2 beads .
Western blot analysis
Western blot analysis followed standard protocol. Primary antibodies and dilution factors were as the following: anti-FLAG and anti-HA, 1:5000 (mouse, monoclonal antibody, Abmart); anti-ubiquitin, 1:1000 (mouse, polyclonal antibody, Santa Cruz). The secondary antibody was anti-mouse IgG (goat polyclonal antibody labeled with Dylight 800, 1:5000, KPL). Fluorescent signal on NC-membrane was detected with an Odyssey infrared imaging system (LI-COR Biosciences).
We thank Dr. Wei Li from the Institute of Zoology, Chinese Academy of Sciences for providing us plasmids for making recombinant E2s.
This study was supported by the National Basic Research Program of China (2006CB944004, 2012CB966702) and the National Natural Science Foundation of China (30871406).
- Russell LD, Ettlin RA, Sinha HAP, Clegg ED: Mammalian spermatogenesis. Histological and Histopathological Evaluation of the Testis. Edited by: Russell LD, Ettlin RA, Sinha HAP, Clegg ED. 1990, Cache River Press, St. Louis, 1-40.Google Scholar
- Dym M: Spermatogonial stem cells of the testis. Proc Natl Acad Sci U S A. 1994, 91 (24): 11287-11289. 10.1073/pnas.91.24.11287.PubMed CentralView ArticlePubMedGoogle Scholar
- Hecht NB: Molecular mechanisms of male germ cell differentiation. Bioessays. 1998, 20 (7): 555-561. 10.1002/(SICI)1521-1878(199807)20:7<555::AID-BIES6>3.0.CO;2-J.View ArticlePubMedGoogle Scholar
- Johnston DS, Wright WW, Dicandeloro P, Wilson E, Kopf GS, Jelinsky SA: Stage-specific gene expression is a fundamental characteristic of rat spermatogenic cells and Sertoli cells. Proc Natl Acad Sci U S A. 2008, 105 (24): 8315-8320. 10.1073/pnas.0709854105.PubMed CentralView ArticlePubMedGoogle Scholar
- Pang AL, Johnson W, Ravindranath N, Dym M, Rennert OM, Chan WY: Expression profiling of purified male germ cells: stage-specific expression patterns related to meiosis and postmeiotic development. Physiol Genomics. 2006, 24 (2): 75-85.View ArticlePubMedGoogle Scholar
- Schultz N, Hamra FK, Garbers DL: A multitude of genes expressed solely in meiotic or postmeiotic spermatogenic cells offers a myriad of contraceptive targets. Proc Natl Acad Sci U S A. 2003, 100 (21): 12201-12206. 10.1073/pnas.1635054100.PubMed CentralView ArticlePubMedGoogle Scholar
- Welchman RL, Gordon C, Mayer RJ: Ubiquitin and ubiquitin-like proteins as multifunctional signals. Nat Rev Mol Cell Biol. 2005, 6 (8): 599-609. 10.1038/nrm1700.View ArticlePubMedGoogle Scholar
- Hershko A, Heller H, Elias S, Ciechanover A: Components of ubiquitin-protein ligase system. Resolution, affinity purification, and role in protein breakdown. J Biol Chem. 1983, 258 (13): 8206-8214.PubMedGoogle Scholar
- Li W, Bengtson MH, Ulbrich A, Matsuda A, Reddy VA, Orth A, Chanda SK, Batalov S, Joazeiro CA: Genome-wide and functional annotation of human E3 ubiquitin ligases identifies MULAN, a mitochondrial E3 that regulates the organelle's dynamics and signaling. PLoS One. 2008, 3 (1): e1487-10.1371/journal.pone.0001487.PubMed CentralView ArticlePubMedGoogle Scholar
- Lorick KL, Jensen JP, Fang S, Ong AM, Hatakeyama S, Weissman AM: RING fingers mediate ubiquitin-conjugating enzyme (E2)-dependent ubiquitination. Proc Natl Acad Sci U S A. 1999, 96 (20): 11364-11369. 10.1073/pnas.96.20.11364.PubMed CentralView ArticlePubMedGoogle Scholar
- Huibregtse JM, Scheffner M, Beaudenon S, Howley PM: A family of proteins structurally and functionally related to the E6-AP ubiquitin-protein ligase. Proc Natl Acad Sci U S A. 1995, 92 (11): 5249-PubMed CentralView ArticlePubMedGoogle Scholar
- Aravind L, Koonin EV: The U box is a modified RING finger - a common domain in ubiquitination. Curr Biol. 2000, 10 (4): R132-R134. 10.1016/S0960-9822(00)00398-5.View ArticlePubMedGoogle Scholar
- Liu Z, Oughtred R, Wing SS: Characterization of E3Histone, a novel testis ubiquitin protein ligase which ubiquitinates histones. Mol Cell Biol. 2005, 25 (7): 2819-2831. 10.1128/MCB.25.7.2819-2831.2005.PubMed CentralView ArticlePubMedGoogle Scholar
- Liu Z, Miao D, Xia Q, Hermo L, Wing SS: Regulated expression of the ubiquitin protein ligase, E3(Histone)/LASU1/Mule/ARF-BP1/HUWE1, during spermatogenesis. Dev Dyn. 2007, 236 (10): 2889-2898. 10.1002/dvdy.21302.View ArticlePubMedGoogle Scholar
- Wang H, Zhai L, Xu J, Joo HY, Jackson S, Erdjument-Bromage H, Tempst P, Xiong Y, Zhang Y: Histone H3 and H4 ubiquitylation by the CUL4-DDB-ROC1 ubiquitin ligase facilitates cellular response to DNA damage. Mol Cell. 2006, 22 (3): 383-394. 10.1016/j.molcel.2006.03.035.View ArticlePubMedGoogle Scholar
- Kopanja D, Roy N, Stoyanova T, Hess RA, Bagchi S, Raychaudhuri P: Cul4A is essential for spermatogenesis and male fertility. Dev Biol. 2011, 352 (2): 278-287. 10.1016/j.ydbio.2011.01.028.PubMed CentralView ArticlePubMedGoogle Scholar
- An JY, Kim EA, Jiang Y, Zakrzewska A, Kim DE, Lee MJ, Mook-Jung I, Zhang Y, Kwon YT: UBR2 mediates transcriptional silencing during spermatogenesis via histone ubiquitination. Proc Natl Acad Sci U S A. 2010, 107 (5): 1912-1917. 10.1073/pnas.0910267107.PubMed CentralView ArticlePubMedGoogle Scholar
- Iyengar PV, Hirota T, Hirose S, Nakamura N: Membrane-associated RING-CH 10 (MARCH10 protein) is a microtubule-associated E3 ubiquitin ligase of the spermatid flagella. J Biol Chem. 2011, 286 (45): 39082-39090. 10.1074/jbc.M111.256875.PubMed CentralView ArticlePubMedGoogle Scholar
- Su AI, Cooke MP, Ching KA, Hakak Y, Walker JR, Wiltshire T, Orth AP, Vega RG, Sapinoso LM, Moqrich A, et al: Large-scale analysis of the human and mouse transcriptomes. Proc Natl Acad Sci U S A. 2002, 99 (7): 4465-4470. 10.1073/pnas.012025199.PubMed CentralView ArticlePubMedGoogle Scholar
- Su AI, Wiltshire T, Batalov S, Lapp H, Ching KA, Block D, Zhang J, Soden R, Hayakawa M, Kreiman G, et al: A gene atlas of the mouse and human protein-encoding transcriptomes. Proc Natl Acad Sci U S A. 2004, 101 (16): 6062-6067. 10.1073/pnas.0400782101.PubMed CentralView ArticlePubMedGoogle Scholar
- Ge X, Yamamoto S, Tsutsumi S, Midorikawa Y, Ihara S, Wang SM, Aburatani H: Interpreting expression profiles of cancers by genome-wide survey of breadth of expression in normal tissues. Genomics. 2005, 86 (2): 127-141. 10.1016/j.ygeno.2005.04.008.View ArticlePubMedGoogle Scholar
- Thorrez L, Van Deun K, Tranchevent LC, Van Lommel L, Engelen K, Marchal K, Moreau Y, Van Mechelen I, Schuit F: Using ribosomal protein genes as reference: a tale of caution. PLoS One. 2008, 3 (3): e1854-10.1371/journal.pone.0001854.PubMed CentralView ArticlePubMedGoogle Scholar
- Affymetrix: Microarray suite users guide. 2001, Affymetrix, Santa Clara, 5Google Scholar
- Shima JE, McLean DJ, McCarrey JR, Griswold MD: The murine testicular transcriptome: characterizing gene expression in the testis during the progression of spermatogenesis. Biol Reprod. 2004, 71 (1): 319-330. 10.1095/biolreprod.103.026880.View ArticlePubMedGoogle Scholar
- Namekawa SH, Park PJ, Zhang LF, Shima JE, McCarrey JR, Griswold MD, Lee JT: Postmeiotic sex chromatin in the male germline of mice. Curr Biol. 2006, 16 (7): 660-667. 10.1016/j.cub.2006.01.066.View ArticlePubMedGoogle Scholar
- Tiwari S, Weissman AM: Endoplasmic reticulum (ER)-associated degradation of T cell receptor subunits. Involvement of ER-associated ubiquitin-conjugating enzymes (E2s). J Biol Chem. 2001, 276 (19): 16193-16200. 10.1074/jbc.M007640200.View ArticlePubMedGoogle Scholar
- Nian H, Zhang W, Shi H, Zhao Q, Xie Q, Liao S, Zhang Y, Zhang Z, Wang C, Han C: Mouse RING finger protein Rnf133 is a testis-specific endoplasmic reticulum-associated E3 ubiquitin ligase. Cell Res. 2008, 18 (7): 800-802. 10.1038/cr.2008.73.View ArticlePubMedGoogle Scholar
- Neutzner A, Neutzner M, Benischke AS, Ryu SW, Frank S, Youle RJ, Karbowski M: A systematic search for endoplasmic reticulum (ER) membrane-associated RING finger proteins identifies Nixin/ZNRF4 as a regulator of calnexin stability and ER homeostasis. J Biol Chem. 2011, 286 (10): 8633-8643. 10.1074/jbc.M110.197459.PubMed CentralView ArticlePubMedGoogle Scholar
- de Bie P, Ciechanover A: Ubiquitination of E3 ligases: self-regulation of the ubiquitin system via proteolytic and non-proteolytic mechanisms. Cell Death Differ. 2011, 18 (9): 1393-1402. 10.1038/cdd.2011.16.PubMed CentralView ArticlePubMedGoogle Scholar
- Petroski MD, Deshaies RJ: Function and regulation of cullin-RING ubiquitin ligases. Nat Rev Mol Cell Biol. 2005, 6 (1): 9-20.View ArticlePubMedGoogle Scholar
- Romrell LJ, Bellve AR, Fawcett DW: Separation of mouse spermatogenic cells by sedimentation velocity. A morphological characterization. Dev Biol. 1976, 49 (1): 119-131.PubMedGoogle Scholar
- Bellve AR, Millette CF, Bhatnagar YM, O'Brien DA: Dissociation of the mouse testis and characterization of isolated spermatogenic cells. J Histochem Cytochem. 1977, 25 (7): 480-494. 10.1177/25.7.893996.View ArticlePubMedGoogle Scholar
- Gan H, Lin X, Zhang Z, Zhang W, Liao S, Wang L, Han C: piRNA profiling during specific stages of mouse spermatogenesis. RNA. 2011, 17 (7): 1191-1203. 10.1261/rna.2648411.PubMed CentralView ArticlePubMedGoogle Scholar
- Nishito Y, Hasegawa M, Inohara N, Nunez G: MEX is a testis-specific E3 ubiquitin ligase that promotes death receptor-induced apoptosis. Biochem J. 2006, 396 (3): 411-417. 10.1042/BJ20051814.PubMed CentralView ArticlePubMedGoogle Scholar
- Ogawa M, Mizugishi K, Ishiguro A, Koyabu Y, Imai Y, Takahashi R, Mikoshiba K, Aruga J: Rines/RNF180, a novel RING finger gene-encoded product, is a membrane-bound ubiquitin ligase. Genes Cells. 2008, 13 (4): 397-409. 10.1111/j.1365-2443.2008.01169.x.View ArticlePubMedGoogle Scholar
- Locke M, Tinsley CL, Benson MA, Blake DJ: TRIM32 is an E3 ubiquitin ligase for dysbindin. Hum Mol Genet. 2009, 18 (13): 2344-2358. 10.1093/hmg/ddp167.PubMed CentralView ArticlePubMedGoogle Scholar
- Bonifacino JS, Dell'Angelica EC, Springer TA: Immunoprecipitation. Curr Protoc Immunol. 2001, 8: 8-3.Google Scholar
- Laney JD, Hochstrasser M: Analysis of protein ubiquitination. Curr Protoc Protein Sci. 2002, 14: 14-15.Google Scholar