Recombinant Rat UPF0766 protein C6orf228 homolog

Shipped with Ice Packs
In Stock

Product Specs

Form
Lyophilized powder
Note: We prioritize shipping the format currently in stock. However, if you require a specific format, please indicate it in your order notes. We will accommodate your request whenever possible.
Lead Time
Delivery time may vary based on the purchasing method or location. Please contact your local distributor for specific delivery details.
Note: All our proteins are shipped standard with blue ice packs. If you require dry ice shipping, please inform us in advance. Additional fees will apply.
Notes
Repeated freezing and thawing is not recommended. Store working aliquots at 4°C for up to one week.
Reconstitution
We recommend centrifuging the vial briefly before opening to ensure the contents settle at the bottom. Reconstitute the protein in deionized sterile water to a concentration of 0.1-1.0 mg/mL. For long-term storage, we recommend adding 5-50% glycerol (final concentration) and aliquoting at -20°C/-80°C. Our default final glycerol concentration is 50% and can be used as a reference.
Shelf Life
Shelf life is influenced by various factors, including storage conditions, buffer ingredients, temperature, and the protein's inherent stability.
Generally, liquid forms have a shelf life of 6 months at -20°C/-80°C. Lyophilized forms have a shelf life of 12 months at -20°C/-80°C.
Storage Condition
Store at -20°C/-80°C upon receipt. Aliquoting is necessary for multiple uses. Avoid repeated freeze-thaw cycles.
Tag Info
Tag type is determined during the manufacturing process.
The tag type is determined during production. If you have a specific tag type requirement, please inform us, and we will prioritize development of the specified tag.
Synonyms
Smim13; Small integral membrane protein 13
Buffer Before Lyophilization
Tris/PBS-based buffer, 6% Trehalose.
Datasheet
Please contact us to get it.
Expression Region
1-88
Protein Length
full length protein
Species
Rattus norvegicus (Rat)
Target Names
Smim13
Target Protein Sequence
MWHNVGLTLLVFVATLLIVLLLMVCGWYFVWHLFLSKFKFLRELVGDTGSQEGDNEQPSG SEAEEDPSASPHKMRSARQRRPPVDDGH
Uniprot No.

Target Background

Database Links

KEGG: rno:690806

Protein Families
SMIM13 family
Subcellular Location
Membrane; Single-pass membrane protein.

Q&A

What is UPF0766 protein C6orf228 homolog and what is its function in rats?

UPF0766 protein C6orf228 homolog, also known as Small integral membrane protein 13 (Smim13), is a protein encoded by the Smim13 gene in rats. The protein consists of 88 amino acids and appears to be a small integral membrane protein, as indicated by its alternative name . The precise biological function of this protein remains incompletely characterized, which is reflected in its UPF (Uncharacterized Protein Family) designation. Its amino acid sequence (MWHNVGLTLLVFVATLLIVLLLMVCGWYFVWHLFLSKFKFLRELVGDTGSQEGDNEQPSGSEAEEDPSASPHKMRSARQRRPPVDDGH) suggests it contains hydrophobic regions consistent with membrane integration, particularly in the N-terminal portion . The protein is part of the evolutionary conserved genomic content shared between humans and rats, representing one of the numerous proteins that have persisted since the rodent-primate split approximately 75 million years ago, making it potentially valuable for comparative mammalian studies .

How is the UPF0766 protein C6orf228 homolog classified within the rat proteome?

The UPF0766 protein C6orf228 homolog is classified as a small integral membrane protein, specifically belonging to the Smim13 family. It has been assigned the UniProt ID D3ZR35 . Within the broader context of the rat proteome, this protein appears to be part of the ancestral core genome content shared between rats, mice, and humans, which accounts for approximately 40% of the euchromatic rat genome containing about 95% of known coding exons and non-coding regulatory regions . The protein's classification as a UPF (Uncharacterized Protein Family) member indicates that while its sequence and basic structural features are known, its precise biochemical functions and signaling relationships remain to be fully elucidated. The evolutionary conservation of this protein across species suggests it may serve important biological functions, despite our incomplete understanding of its specific roles in cellular processes.

What is the relationship between human C6orf228 and the rat homolog?

The rat UPF0766 protein C6orf228 homolog represents the rat version of a protein originally identified on human chromosome 6 (hence C6orf228, chromosome 6 open reading frame 228). The relationship between the human and rat versions exemplifies the evolutionary conservation patterns documented in mammalian genome comparisons. Analysis of orthologous chromosomal segments between rat and human genomes reveals that approximately 40% of the euchromatic rat genome aligns with both mouse and human sequences, representing the ancestral core that has been maintained throughout mammalian evolution . This core typically contains about 95% of known coding exons and non-coding regulatory regions, suggesting functional importance across species. The conservation of this particular protein between humans and rats suggests it may serve fundamental cellular functions that have been preserved through evolutionary pressure. Comparative genomic analyses indicate that despite rodent lineages acquiring more genomic changes than primates (including a three-fold higher rate of base substitution in neutral DNA), many functional proteins maintain high conservation across species .

What are the optimal conditions for reconstitution and storage of recombinant rat UPF0766 protein?

The optimal reconstitution procedure for lyophilized recombinant rat UPF0766 protein C6orf228 homolog begins with a brief centrifugation of the vial prior to opening to ensure all content is at the bottom. The protein should be reconstituted in deionized sterile water to achieve a concentration between 0.1-1.0 mg/mL . For long-term stability, it is recommended to add glycerol to a final concentration of 5-50%, with 50% being the standard recommendation for optimal preservation . This glycerol addition helps prevent protein denaturation during freeze-thaw cycles. After reconstitution, the solution should be aliquoted to minimize repeated freeze-thaw events, which can significantly compromise protein integrity and activity. For storage, the reconstituted protein aliquots should be kept at -20°C or preferably -80°C for long-term preservation, while working aliquots can be maintained at 4°C for up to one week to minimize degradation from repeated temperature changes . It is crucial to avoid repeated freeze-thaw cycles as they can lead to protein aggregation, denaturation, and activity loss.

What purification strategies yield the highest purity for recombinant rat UPF0766 protein?

The commercially available recombinant rat UPF0766 protein C6orf228 homolog is produced with an N-terminal His tag, suggesting that immobilized metal affinity chromatography (IMAC) is the primary purification strategy employed . This approach typically utilizes a nickel or cobalt resin to selectively bind the His-tagged protein while allowing contaminants to flow through. To achieve the reported purity level of greater than 90% , a multi-step purification protocol is likely implemented. Following the initial IMAC purification, additional chromatographic steps such as ion exchange chromatography or size exclusion chromatography may be employed to remove remaining contaminants and aggregates. For researchers seeking to produce this protein, optimizing buffer conditions during purification is critical, particularly considering the protein's small size (88 amino acids) and its nature as a membrane protein. The purification process should be carefully monitored at each step using techniques such as SDS-PAGE and Western blotting to assess purity and yield. Additionally, final formulation in Tris/PBS-based buffer with 6% trehalose at pH 8.0 appears to provide suitable stability for the lyophilized product .

How can rat UPF0766 protein be effectively studied in the context of comparative genomics?

Studying rat UPF0766 protein C6orf228 homolog in comparative genomics requires a multi-faceted approach that leverages the evolutionary relationships between rat, mouse, and human genomes. Researchers should begin by conducting detailed sequence alignments of the protein across species to identify conserved domains and species-specific variations that might indicate functional specialization. The rat genome (2.75 gigabases) provides an important comparative reference point between the human genome (2.9 gigabases) and mouse genome (2.6 gigabases) . When designing comparative genomics experiments, researchers should consider that approximately 90% of rat genes have orthologs in mouse and human genomes that have persisted since their common ancestor . Particular attention should be paid to analyzing the encoding genomic regions for evidence of selection pressure, which might indicate functional importance. The analysis can be enhanced by examining syntenic relationships and chromosome rearrangements that have occurred since the primate-rodent split approximately 75 million years ago, and the rat-mouse split 12-24 million years ago . RNA-Seq and proteomic analyses across tissues in multiple species can provide insights into expression patterns and potential functional conservation or divergence.

What experimental approaches are most suitable for characterizing the membrane localization and topology of rat UPF0766 protein?

Characterizing the membrane localization and topology of rat UPF0766 protein C6orf228 homolog requires specialized experimental approaches that address its nature as a small integral membrane protein. Researchers should consider employing fluorescence microscopy with fluorescently tagged versions of the protein (ensuring tags don't interfere with membrane insertion) to determine subcellular localization. The protein's amino acid sequence (particularly the hydrophobic N-terminal region) suggests membrane integration properties that can be experimentally verified . Protease protection assays, in which membrane-embedded portions of the protein are protected from proteolytic digestion, can help determine which protein segments are exposed to either side of the membrane. Biotinylation of surface proteins followed by purification and detection can establish plasma membrane versus internal membrane localization. For precise topology mapping, cysteine scanning mutagenesis combined with selective labeling of accessible cysteines can identify which portions of the protein are exposed to which cellular compartments. Additionally, computational prediction tools that analyze the amino acid sequence (MWHNVGLTLLVFVATLLIVLLLMVCGWYFVWHLFLSKFKFLRELVGDTGSQEGDNEQPSGSEAEEDPSASPHKMRSARQRRPPVDDGH) can provide initial hypotheses about transmembrane domains and orientation that can then be experimentally validated .

What are the best approaches for studying potential protein-protein interactions involving rat UPF0766 protein?

Investigating protein-protein interactions involving rat UPF0766 protein C6orf228 homolog requires careful consideration of its membrane protein nature and relatively small size (88 amino acids). Co-immunoprecipitation (Co-IP) using antibodies against the His tag of the recombinant protein represents a fundamental approach to identify interaction partners in cellular lysates, though membrane protein solubilization requires optimization of detergent conditions . Proximity-dependent biotin identification (BioID) or APEX2 proximity labeling, where the UPF0766 protein is fused to a biotin ligase or peroxidase, enables identification of proximal proteins in living cells, which is particularly valuable for membrane proteins with potentially transient interactions. Yeast two-hybrid membrane systems specifically adapted for membrane proteins can screen for binary interactions, though careful control experiments are necessary due to potential false positives. For structural characterization of identified complexes, crosslinking mass spectrometry can map interaction interfaces while maintaining the native membrane environment. Functional validation of identified interactions should include co-localization studies using fluorescence microscopy and mutagenesis of predicted interaction interfaces to disrupt binding. Additionally, researchers should consider employing computational approaches to predict potential interaction partners based on the protein's sequence characteristics and evolutionary conservation patterns, as proteins with orthologues across species often maintain conserved interaction networks .

What RNA extraction and processing protocols are recommended when studying rat UPF0766 gene expression?

When studying rat UPF0766 gene expression (Smim13), researchers should implement RNA extraction protocols that maximize yield and integrity while minimizing contamination. For fresh frozen rat tissues, the Qiagen RNeasy Midi kit method has proven effective, as demonstrated in comparable rat gene expression studies . This approach typically requires 130-150 mg of tissue and yields high-quality RNA suitable for downstream applications. Prior to proceeding with expression analysis, RNA integrity should be rigorously evaluated through size distribution assessment of 18S and 28S ribosomal RNA using platforms such as the Bioanalyzer (Agilent Technologies), with RIN values ≥ 8.8 considered optimal for reliable results . For formalin-fixed paraffin-embedded (FFPE) samples, specialized extraction kits designed for crosslinked tissues are essential, though researchers should anticipate lower yields and more fragmented RNA compared to fresh samples. After extraction, conversion of RNA to cDNA should utilize high-quality reverse transcriptase systems such as SuperScript II First Strand cDNA system with random hexamers to ensure comprehensive transcriptome representation . For targeted gene expression analysis, quantitative PCR using carefully designed primers (generating 74-142 bp amplicons) and SYBR Green detection chemistry provides sensitive and specific detection of transcript levels .

How can qPCR be optimized for accurate quantification of UPF0766 gene expression in different rat tissues?

Optimizing qPCR for accurate quantification of UPF0766 (Smim13) gene expression in rat tissues requires careful attention to multiple experimental parameters. First, primer design is critical - primers should be designed using reliable software like Primer3 to produce amplicons of 74-142 bp with verified specificity through gel electrophoresis to ensure single product amplification . For comparison between different tissue types or between fresh and FFPE samples, consistent primer pairs should be employed across all specimen types. The reaction conditions should utilize validated master mixes such as SYBR Green PCR Master Mix with optimized cycling parameters (typically 40 cycles) in a reliable instrument such as the ABI Model 7500 Real-Time instrument . Each transcript analysis should include technical replicates (duplicate qPCR reactions) for each biological sample, with sufficient biological replication (minimum n=6 animals per group) to account for inter-individual variation . Normalization against stable reference genes is crucial - while β-actin has been successfully used in rat studies when its expression remains consistent across experimental conditions, researchers should validate reference gene stability for their specific experimental context or consider using multiple reference genes . Data analysis using the 2^-ΔΔCt method provides relative quantification, but absolute quantification through standard curves may be necessary for precise copy number determination across diverse tissue types.

What are the considerations for whole-genome transcriptomic analysis when studying UPF0766 in rat models?

Whole-genome transcriptomic analysis of UPF0766 (Smim13) in rat models requires comprehensive experimental planning and rigorous quality control. When designing microarray experiments, platforms such as the Agilent Rat Whole Genome Oligonucleotide microarrays in a 4X44K format have been successfully employed for rat transcriptome analysis . The sample preparation workflow should include conversion of high-quality total RNA (500 ng) into labeled cRNA with fluorescent dye coupling (such as Cy3) using low-input amplification kits to ensure adequate signal while minimizing amplification bias . For RNA sequencing approaches, considerations include sequencing depth (minimum 20 million reads per sample for gene expression studies), read length (paired-end sequencing recommended for improved mapping), and library preparation method (polyA selection versus ribosomal depletion depending on research focus). Quality control metrics at multiple stages are essential - pre-sequencing RNA quality assessment (RIN ≥ 8.8), post-sequencing read quality evaluation, and mapping statistics analysis . Data analysis pipelines should incorporate appropriate normalization methods, differential expression statistical approaches with multiple testing correction, and pathway analysis software that incorporates rat-specific annotations. Researchers should consider tissue-specific expression patterns, as expression levels of membrane proteins like UPF0766 may vary significantly across tissues and may correlate with specific cellular functions that differ between tissue types. Additionally, data should be submitted to repositories such as the CEBS database to ensure accessibility to the scientific community .

How can the rat UPF0766 protein be studied in the context of evolutionary genomics?

Studying rat UPF0766 protein C6orf228 homolog in the context of evolutionary genomics requires integrating multiple analytical approaches that span comparative sequence analysis, synteny mapping, and functional conservation assessment. Researchers should begin by conducting comprehensive phylogenetic analyses to establish the evolutionary relationships of this protein across mammalian and non-mammalian species, identifying key conservation patterns and potential speciation events. The analysis should consider that approximately 40% of the euchromatic rat genome aligns with both mouse and human sequences, representing an ancestral core containing about 95% of known coding exons that typically accumulate substitutions at slower rates than neutral DNA . Particular attention should be paid to the chromosomal context of the UPF0766 gene, as the three-way comparison between rat, mouse, and human genomes has revealed large chromosomal regions (orthologous chromosomal segments) inherited with minimal rearrangement from the primate-rodent ancestor . Researchers should analyze selective pressure by calculating dN/dS ratios across species to determine if the gene has undergone purifying selection, neutral evolution, or positive selection. Additionally, examining the presence of rodent-specific repeat elements near the gene locus may provide insights into rat-specific regulatory adaptations, considering that 28% of rat euchromatin aligns only with mouse, and 40% of this consists of rodent-specific repeats like B2 SINEs that remain active .

What approaches can be used to investigate post-translational modifications of rat UPF0766 protein?

Investigating post-translational modifications (PTMs) of rat UPF0766 protein C6orf228 homolog requires a multi-pronged strategy that combines predictive algorithms with experimental validation techniques. Initially, researchers should employ computational prediction tools that analyze the protein's amino acid sequence (MWHNVGLTLLVFVATLLIVLLLMVCGWYFVWHLFLSKFKFLRELVGDTGSQEGDNEQPSGSEAEEDPSASPHKMRSARQRRPPVDDGH) to identify potential modification sites, such as phosphorylation at serine/threonine residues, glycosylation at asparagine residues, and other common PTMs . For experimental verification, mass spectrometry-based approaches represent the gold standard - techniques such as liquid chromatography-tandem mass spectrometry (LC-MS/MS) can identify and localize modifications on purified recombinant protein or endogenously expressed protein immunoprecipitated from rat tissues. Phospho-specific antibodies, if available or developed, can detect phosphorylation events through Western blotting, immunoprecipitation, or immunohistochemistry. For glycosylation analysis, lectin binding assays, glycosidase treatments followed by mobility shift detection, or specialized glycoproteomics approaches may be employed. When studying the recombinant protein produced in E. coli, researchers should note that bacterial expression systems lack many eukaryotic PTM mechanisms, potentially necessitating comparison between bacterially-produced protein and protein extracted from mammalian sources to identify biologically relevant modifications . Time-course experiments examining PTM profiles under different cellular conditions can provide insights into regulatory mechanisms controlling this small integral membrane protein's function.

What are the considerations for developing antibodies against rat UPF0766 protein for research applications?

Developing effective antibodies against rat UPF0766 protein C6orf228 homolog requires careful consideration of its structural features and experimental applications. As a small integral membrane protein of 88 amino acids with predicted transmembrane domains, antibody development faces several challenges that must be strategically addressed . Researchers should begin by performing detailed epitope prediction analysis of the amino acid sequence (MWHNVGLTLLVFVATLLIVLLLMVCGWYFVWHLFLSKFKFLRELVGDTGSQEGDNEQPSGSEAEEDPSASPHKMRSARQRRPPVDDGH) to identify regions that are likely to be surface-exposed and immunogenic while avoiding hydrophobic transmembrane segments that may be inaccessible in the native protein . For antibody production, two main approaches can be considered: generating antibodies against synthetic peptides corresponding to selected immunogenic regions (particularly the C-terminal portion which appears less hydrophobic), or using the purified recombinant His-tagged protein as an immunogen. If using the full recombinant protein, detergent solubilization conditions must be optimized to maintain native conformation while exposing antigenic determinants. Validation of developed antibodies should be rigorous and include Western blotting against both recombinant protein and endogenous protein from rat tissues, immunoprecipitation assays, immunohistochemistry with appropriate knockout or knockdown controls, and cross-reactivity testing against homologous proteins from other species if comparative studies are planned. Monoclonal antibodies may offer advantages in terms of specificity and reproducibility, while polyclonal antibodies might provide stronger signals through recognition of multiple epitopes.

What are the common challenges in protein stability and how can they be addressed when working with recombinant rat UPF0766 protein?

Working with recombinant rat UPF0766 protein C6orf228 homolog presents several stability challenges that researchers must address to maintain protein integrity and functionality. As a small membrane protein (88 amino acids), UPF0766 contains hydrophobic regions that can promote aggregation in aqueous solutions, potentially compromising experimental results . The recommended storage in a Tris/PBS-based buffer with 6% trehalose at pH 8.0 provides initial stability, but researchers should verify this buffer's compatibility with their specific experimental applications . Frequent freeze-thaw cycles represent a significant threat to protein stability; researchers should strictly adhere to the recommendation to avoid repeated freeze-thaw events by preparing single-use aliquots during reconstitution . For long-term storage, maintaining glycerol at 50% final concentration helps prevent freeze-induced denaturation, while short-term working aliquots should be stored at 4°C for no longer than one week . When designing experiments, researchers should include stability time-course studies to determine the functional half-life of the protein under their specific handling and experimental conditions. Addition of protease inhibitors during experimental manipulations may be necessary to prevent degradation, particularly when working with crude extracts or cellular systems. For membrane protein incorporation studies, careful optimization of detergent type and concentration is essential to maintain native-like structure while preventing aggregation.

How can researchers troubleshoot expression and purification issues with recombinant rat UPF0766 protein?

Troubleshooting expression and purification issues with recombinant rat UPF0766 protein C6orf228 homolog requires systematic analysis of each step in the production process. For expression challenges in E. coli systems, researchers should investigate codon optimization for bacterial expression, as mammalian coding sequences often contain codons rarely used in bacteria, potentially leading to truncated products or low yields . Varying induction conditions (temperature, inducer concentration, duration) can significantly impact the balance between expression level and solubility, particularly for membrane proteins like UPF0766. For purification challenges, optimization of cell lysis conditions is critical - membrane proteins require effective solubilization, typically achieved through careful selection of detergent type and concentration. When using immobilized metal affinity chromatography (IMAC) for His-tagged protein purification, troubleshooting should address potential issues such as non-specific binding of bacterial proteins, insufficient binding due to tag inaccessibility, or metal ion leaching . If protein aggregation occurs during purification, adjusting buffer components (salt concentration, pH, addition of glycerol or mild detergents) may improve results. For proteins not reaching the expected >90% purity, additional purification steps such as ion exchange chromatography or size exclusion chromatography may be necessary . Throughout the troubleshooting process, analytical techniques such as SDS-PAGE, Western blotting, dynamic light scattering, and mass spectrometry should be employed to identify specific failure points and verify the identity and integrity of the final product.

What strategies can address challenges in functional characterization of rat UPF0766 protein?

Functional characterization of rat UPF0766 protein C6orf228 homolog presents significant challenges due to its classification as an uncharacterized protein family member with limited knowledge about its biological roles. To systematically address these challenges, researchers should implement complementary strategies that progressively build understanding of the protein's function. Comparative genomic approaches can provide initial insights by identifying evolutionarily conserved features and potential functional domains, considering that approximately the UPF0766 protein likely belongs to the 90% of rat genes with orthologs in mouse and human genomes . Protein-protein interaction studies using techniques optimized for membrane proteins (such as crosslinking followed by immunoprecipitation or proximity labeling) can identify binding partners, potentially placing UPF0766 within known functional pathways. Genetic approaches including CRISPR-Cas9 knockout or knockdown studies in rat cell lines can reveal phenotypic consequences of UPF0766 depletion, though interpretation may be complicated by potential compensatory mechanisms. Subcellular localization studies using fluorescently tagged versions can provide clues about function based on cellular distribution patterns. For proteins with unclear functions, unbiased omics approaches (transcriptomics, proteomics, metabolomics) comparing wild-type and UPF0766-depleted systems may reveal perturbed pathways. When faced with contradictory functional data, researchers should systematically rule out artifacts caused by tags, overexpression, or non-physiological conditions. Validation of putative functions should include rescue experiments where the wild-type protein restores function in knockout models, and structure-function analyses where targeted mutations disrupt specific predicted functional domains.

What statistical approaches are most appropriate for analyzing experimental data involving rat UPF0766 protein?

Statistical analysis of experimental data involving rat UPF0766 protein C6orf228 homolog requires careful consideration of experimental design, data types, and biological variability. For gene expression studies using qPCR, the 2^-ΔΔCt method with appropriate reference gene normalization provides relative quantification, but statistical analysis should account for potential non-normal distribution of fold-change data, typically through log transformation before applying parametric tests . When analyzing multiple experimental groups, ANOVA followed by appropriate post-hoc tests (such as Tukey's or Bonferroni) helps control family-wise error rate, while more complex designs may require two-way or repeated measures ANOVA. For proteomics or interactomics data, which often involve multiple comparisons, false discovery rate (FDR) correction methods such as Benjamini-Hochberg procedure are essential to balance type I and type II errors. Power analysis should be conducted during experimental planning to ensure sufficient biological replicates (n≥6 animals per experimental group has been successfully used in rat studies) . When integrating data across multiple experimental platforms, normalization strategies and appropriate multivariate statistical methods such as principal component analysis or partial least squares discriminant analysis can identify complex patterns and relationships. For functional studies with potential clinical relevance, survival analysis or receptor operating characteristic (ROC) curves may be appropriate. Throughout analysis, researchers should maintain awareness of potential batch effects, technical variability, and biological heterogeneity, implementing appropriate statistical controls and reporting both statistical and biological significance of findings.

How should researchers interpret structure-function relationships for rat UPF0766 protein in the absence of crystal structure data?

In the absence of crystal structure data for rat UPF0766 protein C6orf228 homolog, researchers can employ multiple computational and experimental approaches to infer structure-function relationships. The analysis should begin with detailed examination of the 88-amino acid sequence (MWHNVGLTLLVFVATLLIVLLLMVCGWYFVWHLFLSKFKFLRELVGDTGSQEGDNEQPSGSEAEEDPSASPHKMRSARQRRPPVDDGH), which suggests potential membrane-spanning regions particularly in the N-terminal portion . Computational prediction tools for secondary structure, transmembrane topology, and disorder prediction can provide initial structural hypotheses. Homology modeling based on structurally characterized proteins with sequence similarity, even if limited, can offer insights into potential tertiary structure features. For experimental approaches, circular dichroism spectroscopy can determine secondary structure content (α-helices, β-sheets, random coils), while limited proteolysis followed by mass spectrometry can identify exposed versus protected regions, indirectly informing structural organization. Functional mapping through systematic mutagenesis of conserved residues or predicted functional motifs, coupled with activity assays, can establish structure-function correlations independent of complete structural knowledge. Cross-linking studies combined with mass spectrometry can provide distance constraints between specific residues, helping validate computational models. Researchers should interpret all structural predictions in the evolutionary context, considering that highly conserved regions across species often correspond to functionally important structural elements. The integration of multiple computational predictions with experimental validation approaches provides the most robust framework for inferring structure-function relationships in the absence of crystal or NMR structures.

How can researchers effectively compare and integrate data from different experimental platforms when studying rat UPF0766 protein?

Effective comparison and integration of data from different experimental platforms when studying rat UPF0766 protein C6orf228 homolog requires systematic approaches to address the heterogeneity in data types, scales, and noise characteristics. Researchers should establish a data integration framework that begins with rigorous quality control for each data type, such as confirming RNA integrity for transcriptomics (RIN ≥ 8.8) or protein purity for biochemical assays (>90% purity by SDS-PAGE) . Standardization and normalization procedures appropriate to each data type must be applied before integration - for instance, log transformation of qPCR data, normalization to reference genes, or z-score normalization across proteomics datasets . When integrating fresh frozen and FFPE tissue data, researchers must account for systematic differences in RNA quality and recovery by using identical primers and carefully validated normalization strategies . For multi-omics integration, specialized computational approaches such as similarity network fusion, multiple factor analysis, or DIABLO (Data Integration Analysis for Biomarker discovery using Latent cOmponents) can identify relationships across data types while respecting their unique characteristics. Functional interpretation benefits from pathway and network analysis tools that can incorporate heterogeneous data types into unified biological narratives. Validation of integrated findings should employ orthogonal experimental approaches - for instance, a putative protein function suggested by transcriptomic co-expression patterns should be validated through direct protein interaction or functional assays. Throughout the integration process, researchers should maintain awareness of the limitations of each data type and explicitly address potential biases in the integrated analysis.

How might advances in membrane protein structural biology impact future research on rat UPF0766 protein?

Advances in membrane protein structural biology are poised to significantly impact future research on rat UPF0766 protein C6orf228 homolog by overcoming long-standing technical barriers to structural characterization. Emerging cryo-electron microscopy (cryo-EM) methodologies, which have revolutionized structural studies of membrane proteins by eliminating the need for crystallization, could potentially resolve the three-dimensional structure of UPF0766 despite its small size (88 amino acids) . Recent developments in microcrystal electron diffraction (MicroED) enable structure determination from nanometer-sized crystals, potentially applicable to small membrane proteins like UPF0766 that may resist conventional crystallization approaches. Advances in nuclear magnetic resonance (NMR) spectroscopy, particularly magic-angle spinning solid-state NMR, increasingly allow structural studies of membrane proteins in near-native lipid environments, which could be valuable for understanding UPF0766's membrane interactions and topology. Computational approaches for membrane protein structure prediction have also improved dramatically with the advent of AlphaFold2 and RoseTTAFold, potentially providing high-confidence structural models of UPF0766 that can guide experimental designs even before experimental structures are obtained. Integrative structural biology approaches that combine low-resolution experimental data (such as crosslinking mass spectrometry or hydrogen-deuterium exchange) with computational modeling offer additional pathways to structural insights. As these methods continue to advance, researchers will gain unprecedented ability to connect UPF0766's sequence (MWHNVGLTLLVFVATLLIVLLLMVCGWYFVWHLFLSKFKFLRELVGDTGSQEGDNEQPSGSEAEEDPSASPHKMRSARQRRPPVDDGH) to its three-dimensional structure and functional mechanisms .

What potential biotechnological applications might emerge from research on rat UPF0766 protein?

Research on rat UPF0766 protein C6orf228 homolog (Smim13) may reveal biotechnological applications leveraging its unique properties as a small integral membrane protein. As a relatively small protein (88 amino acids) with apparent membrane-spanning regions, UPF0766 could potentially serve as a scaffold for developing minimized membrane protein systems for biotechnological applications . If functional characterization reveals specific binding capabilities or channel/transporter activities, engineered variants might find applications in biosensor development, drug delivery systems, or synthetic biology circuits requiring membrane-associated components. The protein's successful recombinant expression in E. coli with high purity (>90%) demonstrates its amenability to bacterial production systems, an important consideration for biotechnological scale-up . If structural studies reveal unusual membrane integration or topology features, these could inspire design of novel peptide-based membrane-penetrating delivery systems. From a more fundamental perspective, understanding the function of previously uncharacterized proteins like UPF0766 contributes to completing our knowledge of the mammalian proteome, potentially revealing new biological principles that could inform biotechnological designs. Additionally, if comparative genomics reveals important functional conservation between rat and human versions of the protein, the rat protein could serve as a model system for studying human disease-related variants or for screening therapeutic compounds targeting the human ortholog. As research progresses from basic characterization to functional understanding, unexpected biotechnological applications may emerge based on the protein's natural properties or engineered derivatives.

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