NDUFS5 Antibody Pair

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Description

Overview of NDUFS5 Antibody Pair Configurations

NDUFS5 antibody pairs are typically composed of:

  • Capture Antibody: Binds to a specific epitope for immobilization (e.g., C-terminal region).

  • Detection Antibody: Targets a separate epitope for signal generation (e.g., internal or N-terminal region).

Key Applications of Paired Antibodies:

  • Sandwich ELISA

  • Co-immunoprecipitation (Co-IP)

  • Multiplex immunofluorescence

Validated NDUFS5 Antibodies for Pairing

The following antibodies demonstrate cross-compatibility based on epitope mapping and experimental validation:

Antibody IDHostClonalityEpitope RegionReactivityApplicationsCitations
15224-1-AP RabbitPolyclonalFusion protein Ag7441Human, Mouse, RatWB, IHC, ELISA4 publications
66053-1-Ig MouseMonoclonalFusion protein Ag7663HumanWB, IHC, ELISAN/A
ABIN6263573 RabbitPolyclonalC-terminalHuman, RatWB, IHC, ELISAN/A
ab179806 RabbitMonoclonalInternal regionHumanWB, IHC-P1 publication

A. Proteintech 15224-1-AP (Rabbit) + 66053-1-Ig (Mouse)

  • Rationale: Targets different species (human/mouse/rat vs. human) and epitopes (Ag7441 vs. Ag7663).

  • Applications:

    • Multiplex WB: Detects NDUFS5 across species in mitochondrial lysates .

    • Co-localization: Confirmed in human liver and heart tissues .

B. ABIN6263573 (Rabbit) + ab179806 (Rabbit)

  • Rationale: Polyclonal C-terminal + monoclonal internal region antibodies minimize cross-reactivity.

  • Applications:

    • Sandwich ELISA: Detects NDUFS5 in human serum (sensitivity: 0.1 ng/mL) .

    • IHC Validation: Used in myocardial studies to correlate NDUFS5 expression with cardiac function .

A. Mitochondrial Complex I Assembly

  • Study: Proteintech’s 15224-1-AP identified NDUFS5 as critical for FMN cofactor targeting in complex I assembly (WB: 1:2000 dilution) .

  • Key Data:

    • Observed molecular weight: 15 kDa (vs. calculated 13 kDa due to post-translational modifications) .

B. Cardiac Biomarker Discovery

  • Study: RNA-seq of NIDCM patients revealed NDUFS5 as a predictor of left ventricular reverse remodeling (LVRR) (Fold change: 1.74, FDR: 0.0109) .

  • Validation: Antibody ABIN6263573 confirmed elevated NDUFS5 in human heart tissues via IHC (1:200 dilution) .

Product Specs

Buffer
**Capture Buffer:** 50% Glycerol, 0.01M PBS, pH 7.4
**Detection Buffer:** 50% Glycerol, 0.01M PBS, pH 7.4
Form
Liquid
Lead Time
Typically, we can ship the products within 1-3 business days after receiving your order. Delivery times may vary depending on the purchasing method or location. For specific delivery details, please consult your local distributor.
Notes
We recommend using the capture antibody at a concentration of 0.5 µg/mL and the detection antibody at a concentration of 0.34 µg/mL. Optimal dilutions should be determined experimentally by the researcher.
Synonyms
Complex I-15 kDa,CI-15 kDa,NADH-ubiquinone oxidoreductase 15 kDa subunit,NDUFS5,
Target Names

Q&A

What is NDUFS5 and why is it important in mitochondrial research?

NDUFS5 is a member of the NADH dehydrogenase (ubiquinone) iron-sulfur protein family. The protein functions as a subunit of NADH:ubiquinone oxidoreductase (complex I), which constitutes the first enzyme complex in the electron transport chain located in the inner mitochondrial membrane . With a calculated molecular mass of approximately 12.5-13 kDa, this protein is encoded by a gene that maps to chromosome 1 in humans . The importance of NDUFS5 in mitochondrial research stems from its role in energy metabolism and electron transport, making it a significant target for studies on mitochondrial dysfunction associated with various diseases. Expression analysis has shown that NDUFS5 mRNA is ubiquitously expressed across human tissues, with notably higher expression in heart, skeletal muscle, liver, kidney, and fetal heart .

What are the structural and functional characteristics of NDUFS5 that influence antibody design?

NDUFS5 consists of 106 amino acids encoded by an open reading frame of 321 base pairs . The protein contains specific domains that serve as targets for antibody development. The C-terminal region is a common target for antibody binding, as evidenced by several commercial antibodies designed to recognize this region . NDUFS5 has been characterized as associating with the membrane arm at a late stage in the assembly pathway of complex I , which has implications for its accessibility in different experimental conditions. The protein shares 74.5% identity with its bovine equivalent at the amino acid level , which may allow for cross-reactivity with antibodies designed against human NDUFS5. Additionally, alternative splicing results in multiple transcript variants, and pseudogenes have been identified on chromosomes 1, 4, and 17 , which necessitates careful antibody design to ensure specificity.

What experimental techniques are most suitable for NDUFS5 detection using antibody pairs?

Based on available validation data, several techniques have proven effective for NDUFS5 detection using antibody pairs:

TechniqueValidated Antibody ExamplesRecommended DilutionsNotes
Western Blotting (WB)ABIN6263573, A215051:500-1:1000Detects endogenous levels of total NDUFS5
ELISAABIN6263573, 66053-2-PBSVaries by kitParticularly effective with matched pairs
Immunohistochemistry (IHC)ABIN6263573As indicated in protocolUseful for tissue localization studies
Immunofluorescence (IF/ICC)A215051:50-1:200Allows subcellular localization visualization
Cytometric Bead ArrayMP50607-1 (66053-2-PBS + 66053-1-PBS)As indicated in protocolOffers high sensitivity for protein quantification

The selection of technique should be based on research objectives, with consideration for cross-reactivity profiles across species (Human, Mouse, Rat) depending on the antibody used .

How should researchers design a sandwich ELISA experiment using NDUFS5 antibody pairs?

When designing a sandwich ELISA for NDUFS5 detection, researchers should follow this methodological approach:

  • Antibody pair selection: Choose validated pairs such as MP50607-1, which includes 66053-2-PBS (capture) and 66053-1-PBS (detection) . These have been specifically validated for cytometric bead array applications and can be adapted for ELISA.

  • Coating procedure: Dilute the capture antibody (e.g., 66053-2-PBS) in coating buffer (typically carbonate/bicarbonate buffer, pH 9.6) to a concentration of 1-10 μg/ml. Coat the microplate wells with 100 μl of diluted capture antibody and incubate overnight at 4°C.

  • Blocking: Block non-specific binding sites with 300 μl of blocking buffer (typically PBS containing 1-5% BSA or non-fat dry milk) for 1-2 hours at room temperature.

  • Sample preparation: Prepare samples (cell lysates, tissue homogenates) in appropriate lysis buffers that preserve NDUFS5 integrity. Consider that NDUFS5 is a mitochondrial protein, so mitochondrial isolation or enrichment may enhance detection sensitivity.

  • Standard curve: Prepare a standard curve using recombinant NDUFS5 protein if available.

  • Detection system: Use the detection antibody conjugated to an enzyme (HRP or AP) or employ a biotin-streptavidin system. The unconjugated format of 66053-1-PBS allows for custom conjugation depending on experimental needs .

  • Optimization: Titrate both capture and detection antibodies to determine optimal concentrations that provide the best signal-to-noise ratio.

  • Validation: Include appropriate positive controls (e.g., samples known to express NDUFS5) and negative controls (e.g., samples from NDUFS5 knockout models if available).

This methodological approach ensures specific and sensitive detection of NDUFS5 in experimental samples.

What considerations are important when selecting between monoclonal and polyclonal antibodies for NDUFS5 research?

The selection between monoclonal and polyclonal antibodies for NDUFS5 research involves several methodological considerations:

For complex I research requiring high reproducibility, mouse monoclonal antibodies may be preferred. For exploratory studies or when working with multiple species, polyclonal antibodies offering broader reactivity profiles might be more appropriate.

How can researchers optimize Western blotting protocols for maximum NDUFS5 detection sensitivity?

To optimize Western blotting protocols for maximum NDUFS5 detection sensitivity, researchers should implement the following methodological approach:

  • Sample preparation:

    • Isolate mitochondria using differential centrifugation to enrich NDUFS5 content

    • Use lysis buffers containing protease inhibitors to prevent degradation

    • For membrane proteins like NDUFS5, include 1-2% digitonin or other appropriate detergents

  • Protein loading and separation:

    • Load 20-50 μg of total protein or 5-15 μg of mitochondrial protein

    • Use gradient gels (10-20%) for optimal separation of the low molecular weight NDUFS5 (12.5-13 kDa)

    • Include size markers appropriate for low molecular weight proteins

  • Transfer optimization:

    • Use PVDF membranes with 0.2 μm pore size (rather than 0.45 μm) for better retention of small proteins

    • Employ semi-dry transfer at lower voltage (10-12V) for 45-60 minutes

    • Include 20% methanol in transfer buffer to enhance binding of small proteins

  • Antibody incubation:

    • Block with 5% non-fat dry milk in TBST for 1 hour at room temperature

    • Dilute primary antibodies to recommended concentrations (e.g., 1:500-1:1000 for A21505)

    • Incubate with primary antibody overnight at 4°C with gentle agitation

    • Wash extensively (5 x 5 minutes) with TBST before and after secondary antibody incubation

  • Detection enhancement:

    • Use high-sensitivity ECL substrates for chemiluminescent detection

    • Consider signal amplification systems (e.g., biotin-streptavidin) for low abundance samples

    • Optimize exposure times to prevent saturation while maximizing signal

  • Controls and validation:

    • Include positive controls from tissues known to express NDUFS5 at high levels (e.g., heart, liver)

    • Consider subcellular fractionation to confirm mitochondrial localization

    • Use recombinant NDUFS5 as a standard for size verification

These optimizations will help overcome the challenges associated with detecting this small mitochondrial protein and improve reproducibility across experiments.

What are common sources of false positives or negatives when working with NDUFS5 antibody pairs, and how can they be addressed?

Researchers frequently encounter several challenges when working with NDUFS5 antibody pairs that can lead to misleading results. Understanding these issues and implementing appropriate solutions is critical for obtaining reliable data:

Problem TypePotential CausesMethodological Solutions
False PositivesCross-reactivity with pseudogenes products (identified on chromosomes 1, 4, and 17) Validate antibody specificity using knockout or knockdown controls; perform pre-absorption with recombinant protein
Detection of alternative splice variantsUse antibodies that recognize conserved regions across variants or specify which variant is being targeted
Non-specific binding to other small mitochondrial proteinsOptimize blocking conditions; use more stringent washing protocols; validate with mass spectrometry
False NegativesEpitope masking due to protein-protein interactions in complex IUse denaturing conditions for Western blotting; try antibodies targeting different epitopes
Low abundance of NDUFS5 in certain tissuesEnrich mitochondrial fraction before analysis; use more sensitive detection methods; load more protein
Protein degradation during sample preparationAdd protease inhibitors fresh to all buffers; keep samples cold; process rapidly
Inconsistent ResultsBatch-to-batch antibody variability (especially with polyclonals) Validate each new antibody lot; maintain consistent experimental conditions; include standard controls
Different accessibility of epitopes in various applicationsSelect antibodies validated for your specific application; optimize protocols for each technique
Post-translational modifications affecting epitope recognitionChoose antibodies whose epitopes are not affected by known modifications

When troubleshooting, a systematic approach that controls for each of these variables will help identify the source of the problem and guide appropriate modifications to experimental protocols.

How should researchers interpret discrepancies in NDUFS5 data across different detection methods?

When researchers encounter discrepancies in NDUFS5 data across different detection methods, they should follow this analytical framework:

  • Understand method-specific biases:

    • Western blotting primarily detects denatured protein and may not reflect native conformation

    • ELISA maintains partial protein structure and can be more quantitative but may miss conformational changes

    • Immunohistochemistry provides spatial information but may be affected by epitope accessibility in fixed tissues

    • Cytometric bead arrays offer high sensitivity but may be prone to matrix effects

  • Evaluate antibody-specific factors:

    • Different antibodies target distinct epitopes that may be differentially accessible depending on technique

    • Monoclonal antibodies (e.g., 66053-2-PBS) recognize single epitopes, while polyclonals (e.g., ABIN6263573) detect multiple sites

    • Compare the specific binding regions of antibodies used (e.g., C-terminal specificity of ABIN6263573 vs. full-length reactivity of others)

  • Analyze sample preparation differences:

    • Mitochondrial proteins like NDUFS5 may show different extraction efficiencies across preparation methods

    • Consider the impact of detergents, buffer compositions, and protein denaturation on epitope exposure

    • Evaluate whether differences correlate with expected NDUFS5 tissue expression patterns (higher in heart, skeletal muscle, liver, kidney)

  • Perform reconciliation experiments:

    • Use orthogonal techniques (e.g., mass spectrometry) to validate antibody-based findings

    • Implement spike-and-recovery experiments to assess matrix effects

    • Analyze purified mitochondrial fractions versus whole cell lysates to determine compartment-specific differences

  • Biological interpretation framework:

    • Consider that discrepancies may reflect biological reality rather than technical artifacts

    • Alternative splicing of NDUFS5 may result in variant-specific detection

    • Post-translational modifications affecting epitope recognition

    • Protein-protein interactions in the respiratory chain complex affecting accessibility

By systematically evaluating these factors, researchers can determine whether discrepancies represent technical limitations or biologically meaningful differences in NDUFS5 expression or modification.

What statistical approaches are recommended for analyzing quantitative data from NDUFS5 antibody pair experiments?

For robust analysis of quantitative data from NDUFS5 antibody pair experiments, researchers should implement the following statistical methodologies:

  • Standard curve analysis:

    • Use four-parameter logistic (4PL) regression for ELISA and cytometric bead array data

    • Calculate limit of detection (LOD) as mean of blank + 3SD

    • Determine quantitative range where CV is <20% for reliable measurements

    • Apply weighted regression when heteroscedasticity is observed across concentration ranges

  • Normalization strategies:

    • For Western blotting: normalize NDUFS5 signal to mitochondrial loading controls (e.g., VDAC, COX IV)

    • For cell-based assays: normalize to cell number or total protein content

    • Consider tissue-specific expression patterns when comparing across tissue types

  • Experimental design considerations:

    • Implement technical replicates (minimum n=3) for each biological sample

    • Include biological replicates (minimum n=3) for each experimental condition

    • Design experiments with appropriate statistical power based on expected effect size

    • Use randomization and blinding where appropriate

  • Statistical tests selection:

    • For comparing two groups: t-test (parametric) or Mann-Whitney U test (non-parametric)

    • For multiple groups: ANOVA with appropriate post-hoc tests (e.g., Tukey's)

    • For repeated measures: paired t-test or repeated measures ANOVA

    • Consider non-parametric alternatives when normality assumptions are violated

  • Advanced analytical approaches:

    • Implement Bland-Altman analysis when comparing different antibody pairs

    • Use regression analysis to assess correlation between NDUFS5 levels and functional outcomes

    • Apply multivariate analysis when examining NDUFS5 in context with other complex I components

  • Reporting standards:

    • Report both absolute and relative quantification where possible

    • Include measures of dispersion (SD or SEM) and exact p-values

    • Specify software and statistical packages used for analysis

    • Document transformations applied to data (e.g., log transformation)

These statistical approaches ensure rigorous analysis of NDUFS5 quantitative data, facilitating reliable interpretation and comparison across studies.

How can NDUFS5 antibody pairs be utilized in studies of mitochondrial dysfunction and complex I assembly?

NDUFS5 antibody pairs offer sophisticated methodological approaches for investigating mitochondrial dysfunction and complex I assembly:

  • Assembly dynamics monitoring:

    • Track NDUFS5 incorporation into the membrane arm during complex I assembly using Blue Native PAGE combined with Western blotting

    • Study the temporal sequence of assembly by pulse-chase experiments with immunoprecipitation using NDUFS5 antibodies

    • Investigate the role of NDUFS5 in late-stage assembly of the membrane arm through co-immunoprecipitation with other subunits

  • Pathological state analysis:

    • Quantify NDUFS5 levels in mitochondrial disease models using validated antibody pairs in ELISA or Western blotting

    • Compare NDUFS5 incorporation into complex I across different tissues in disease states

    • Correlate NDUFS5 levels with complex I activity measurements to establish structure-function relationships

  • Interaction studies:

    • Employ proximity ligation assays using NDUFS5 antibodies to visualize and quantify interactions with other complex I components

    • Use antibody pairs in FRET-based assays to study dynamic interactions within the respiratory chain

    • Perform co-immunoprecipitation studies to identify novel interaction partners in different physiological conditions

  • Subcellular localization analysis:

    • Combine immunofluorescence using NDUFS5 antibodies (e.g., A21505 at 1:50-1:200 dilution) with mitochondrial markers

    • Implement super-resolution microscopy to examine NDUFS5 distribution within mitochondrial subcompartments

    • Develop live-cell imaging approaches using antibody fragments to track NDUFS5 dynamics

  • Functional studies:

    • Establish correlations between NDUFS5 levels (detected by antibody pairs) and functional parameters like oxygen consumption rate

    • Monitor changes in NDUFS5 expression during cellular stress responses using quantitative immunoassays

    • Assess post-translational modifications of NDUFS5 using modification-specific antibodies

  • Comparative tissue analysis:

    • Quantify tissue-specific expression patterns of NDUFS5 reported in literature (higher in heart, skeletal muscle, liver, kidney, and fetal heart) using antibody-based tissue microarrays

    • Correlate expression with tissue-specific energy demands and mitochondrial content

These advanced applications leverage the specificity of NDUFS5 antibody pairs to provide insights into fundamental aspects of mitochondrial biology and pathology.

What methodological approaches can be used to study post-translational modifications of NDUFS5 using antibody pairs?

Studying post-translational modifications (PTMs) of NDUFS5 requires sophisticated methodological approaches leveraging antibody pairs:

  • PTM-specific antibody development and validation:

    • Generate antibodies against predicted or known NDUFS5 modifications (phosphorylation, acetylation, etc.)

    • Validate specificity using synthetic peptides containing the modified residue

    • Confirm absence of signal in samples treated with PTM-removing enzymes (e.g., phosphatases, deacetylases)

  • Enrichment strategies for modified NDUFS5:

    • Implement two-dimensional immunoaffinity purification:

      • First dimension: Capture total NDUFS5 using validated antibodies (e.g., ABIN6263573)

      • Second dimension: Probe with PTM-specific antibodies

    • Use PTM-specific antibodies for immunoprecipitation followed by total NDUFS5 detection

  • Mass spectrometry integration:

    • Immunoprecipitate NDUFS5 using validated antibodies

    • Perform LC-MS/MS analysis to identify and map PTMs

    • Quantify modification stoichiometry using labeled internal standards

    • Validate MS findings using PTM-specific antibodies in parallel experiments

  • Functional correlation assays:

    • Develop assays correlating PTM status (detected by antibodies) with:

      • Complex I activity (NADH:ubiquinone oxidoreductase activity)

      • Supercomplex formation (detected by Blue Native PAGE)

      • Protein-protein interactions (using co-immunoprecipitation)

      • Mitochondrial respiration (using respirometry)

  • Spatial and temporal PTM dynamics:

    • Employ multiplexed immunofluorescence with site-specific PTM antibodies

    • Implement time-course experiments following mitochondrial stress

    • Use proximity ligation assays to detect co-occurrence of different PTMs

  • Stoichiometry and quantification approaches:

    • Develop quantitative ELISAs using PTM-specific antibodies as detection antibodies

    • Use total NDUFS5 antibodies as capture antibodies

    • Calculate modification index as ratio of modified to total protein

  • Validation in disease models:

    • Compare PTM profiles between normal and pathological samples

    • Correlate PTM status with disease progression markers

    • Assess effects of therapeutic interventions on NDUFS5 modification status

This comprehensive methodological framework enables detailed characterization of NDUFS5 PTMs and their functional implications in mitochondrial biology and pathology.

How can NDUFS5 antibody pairs be integrated into high-throughput screening platforms for mitochondrial dysfunction?

Integration of NDUFS5 antibody pairs into high-throughput screening (HTS) platforms offers powerful approaches for investigating mitochondrial dysfunction:

  • Automated immunoassay development:

    • Adapt NDUFS5 antibody pairs (e.g., MP50607-1: 66053-2-PBS capture and 66053-1-PBS detection) to microplate-based homogeneous assays

    • Implement AlphaLISA or similar no-wash formats using antibody conjugates

    • Optimize buffer conditions and detection parameters for maximum signal-to-background ratio

    • Validate assay performance metrics:

      • Z' factor >0.5 for screening robustness

      • Coefficient of variation <15% for reliable quantification

      • Signal-to-background ratio >10 for adequate detection window

  • Multiplexed detection systems:

    • Develop multiplexed bead-based assays combining NDUFS5 with other complex I subunits

    • Use cytometric bead arrays with different fluorescent signatures for each target

    • Implement microsphere-based multiplexing platforms (e.g., Luminex) for simultaneous quantification

    • Validate for absence of cross-reactivity between detection antibodies

  • Cell-based screening platforms:

    • Establish high-content imaging workflows using NDUFS5 antibodies

    • Combine with mitochondrial function indicators (membrane potential, ROS production)

    • Develop automated image analysis pipelines for quantifying:

      • NDUFS5 levels and subcellular distribution

      • Co-localization with mitochondrial markers

      • Correlation with functional parameters

  • Integration with genetic perturbation platforms:

    • Combine with CRISPR or RNAi screening in microplate format

    • Implement automated sample preparation and immunodetection

    • Use NDUFS5 levels as readout for genes affecting complex I assembly

    • Correlate with phenotypic assays of mitochondrial function

  • Drug screening applications:

    • Establish dose-response relationships between compounds and NDUFS5 incorporation into complex I

    • Screen for molecules that stabilize complex I assembly during cellular stress

    • Identify compounds that regulate NDUFS5 expression or post-translational modifications

    • Implement counter-screens to assess specificity for NDUFS5 versus other complex I components

  • Data integration frameworks:

    • Develop computational pipelines to correlate NDUFS5 quantitative data with:

      • Transcriptomic profiles

      • Mitochondrial functional parameters

      • Cell viability and stress responses

    • Implement machine learning approaches to identify patterns predictive of mitochondrial dysfunction

This methodological framework enables powerful screening approaches that can accelerate discovery of therapeutic targets and compounds for mitochondrial diseases.

What sample preparation methods optimize NDUFS5 detection in different experimental contexts?

Optimal sample preparation for NDUFS5 detection varies significantly across experimental contexts. The following methodological approaches should be employed:

  • Cell culture samples:

    • Harvesting: Collect cells during logarithmic growth phase to ensure consistent mitochondrial content

    • Lysis buffer selection:

      • For Western blotting: RIPA buffer supplemented with 1% digitonin or 2% DDM for membrane protein solubilization

      • For immunoprecipitation: Milder NP-40 or digitonin-based buffers (0.5-1%) to preserve protein-protein interactions

    • Protease inhibition: Include complete protease inhibitor cocktail freshly added to all buffers

    • Mitochondrial enrichment: Consider differential centrifugation (10,000g for 10 minutes) for mitochondrial fraction preparation

  • Tissue samples:

    • Preservation: Flash-freeze tissues immediately after collection or use specialized preservation solutions

    • Homogenization:

      • For fibrous tissues (muscle, heart): Mechanical disruption using tissue homogenizers

      • For soft tissues (liver, kidney): Gentler Dounce homogenization

    • Mitochondrial isolation:

      • Density gradient centrifugation for high-purity preparations

      • Sequential detergent extraction for membrane protein enrichment

    • Buffer considerations: Use buffers with pH 7.2-7.4 containing 250mM sucrose for osmotic protection

  • Application-specific preparations:

    • For Western blotting:

      • Denature samples in Laemmli buffer at 70°C (not 95°C) for 10 minutes to prevent aggregation

      • Include reducing agents (DTT or β-mercaptoethanol) to break disulfide bonds

    • For ELISA:

      • Use non-denaturing extraction conditions to preserve native epitopes

      • Dilute samples in assay buffer to minimize matrix effects

    • For immunohistochemistry:

      • Optimize fixation (4% paraformaldehyde for 24 hours typically works well)

      • Consider antigen retrieval methods (citrate buffer, pH 6.0 at 95°C for 20 minutes)

      • Test both frozen and paraffin-embedded sections

  • Special considerations for NDUFS5:

    • As a small protein (12.5-13 kDa) , NDUFS5 may be lost during sample processing with molecular weight cut-off filters

    • As a membrane-associated protein, complete solubilization requires appropriate detergents

    • As a complex I component, sample preparation should minimize oxidative stress that could alter protein conformation

    • Consider tissue expression patterns when determining loading amounts (higher in heart, skeletal muscle, liver, kidney)

These tailored sample preparation approaches maximize NDUFS5 detection sensitivity and specificity across experimental contexts.

What are the critical parameters for successful immunoprecipitation of NDUFS5 and its interacting partners?

Successful immunoprecipitation (IP) of NDUFS5 and its interacting partners requires careful optimization of several critical parameters:

  • Antibody selection and implementation:

    • Choose antibodies validated for IP applications with high affinity for NDUFS5

    • Consider polyclonal antibodies (e.g., ABIN6263573) for better capture efficiency

    • Optimize antibody amount (typically 1-5 μg per reaction)

    • Pre-clear lysates with protein A/G beads to reduce non-specific binding

    • Include isotype controls to identify non-specific interactions

  • Lysis and buffer conditions:

    • Cell/tissue disruption:

      • Lyse cells directly in IP buffer for immediate fixation of transient interactions

      • For mitochondrial proteins, consider mitochondrial isolation before lysis

    • Buffer composition optimization:

      • Base buffer: 25-50 mM Tris-HCl or HEPES, pH 7.4, 150 mM NaCl

      • Detergent selection is critical:

        • Digitonin (0.5-1%): Preserves supercomplexes and fragile interactions

        • DDM (0.5-1%): Milder than CHAPS, preserves complex I integrity

        • Avoid harsh detergents like SDS or deoxycholate

      • Include stabilizing agents: 5-10% glycerol, 1 mM EDTA

      • Always add fresh protease inhibitors

  • Cross-linking considerations:

    • For transient or weak interactions, implement crosslinking:

      • Formaldehyde (0.1-1%) for in vivo crosslinking (cell-permeable)

      • DSP or MBS for specific crosslinking of proteins in proximity

      • Optimize crosslinking time (typically 10-30 minutes) to balance specificity and efficiency

  • Bead selection and protocol optimization:

    • Magnetic beads offer gentler handling and lower background

    • Agarose beads provide higher binding capacity

    • Conjugated vs. indirect capture:

      • Directly conjugated antibodies reduce background but may have lower activity

      • Protein A/G beads with unconjugated antibodies offer flexibility

    • Incubation conditions:

      • Optimal time: 2-4 hours or overnight at 4°C

      • Continuous gentle rotation to maintain bead suspension

    • Washing stringency:

      • Typically 4-5 washes with decreasing detergent concentrations

      • Balance between removing non-specific binding and preserving interactions

  • Elution and analysis strategies:

    • Elution methods:

      • Gentle: Competitive elution with immunizing peptide

      • Standard: SDS sample buffer at 70°C for 10 minutes

      • For crosslinked samples: Include reversal step (e.g., heating at 95°C for formaldehyde)

    • Analysis approaches:

      • Western blotting with antibodies against suspected interaction partners

      • Mass spectrometry for unbiased identification of all interacting proteins

      • Functional assays of isolated complexes (e.g., NADH:ubiquinone oxidoreductase activity)

  • Validation strategies:

    • Reciprocal IP with antibodies against interaction partners

    • Proximity ligation assays to confirm interactions in situ

    • Comparison of interactions under different physiological conditions

These methodological considerations enable successful isolation of NDUFS5 and its interaction network from complex biological samples.

How can researchers effectively use NDUFS5 antibodies in super-resolution microscopy for mitochondrial research?

Implementing NDUFS5 antibodies in super-resolution microscopy requires specific methodological considerations to achieve optimal results in mitochondrial research:

  • Antibody selection and validation for super-resolution applications:

    • Choose antibodies with high specificity and affinity (e.g., A21505 validated for IF/ICC applications)

    • Test for minimal background and specific mitochondrial labeling pattern

    • Validate using appropriate controls:

      • NDUFS5 knockdown/knockout cells

      • Co-localization with established mitochondrial markers

      • Pre-absorption with immunizing peptide

    • Optimize antibody concentration (starting with 1:50-1:200 dilution range for A21505)

  • Sample preparation optimized for super-resolution:

    • Fixation methods:

      • 4% PFA for 10-15 minutes preserves mitochondrial ultrastructure

      • Avoid methanol fixation which can disrupt mitochondrial membranes

      • Consider addition of 0.1% glutaraldehyde for better structural preservation

    • Permeabilization:

      • 0.1-0.2% Triton X-100 for 5-10 minutes

      • Alternative: 0.1% saponin for milder permeabilization

    • Mitochondrial integrity preservation:

      • Include antioxidants during fixation (1 mM NAC)

      • Minimize time between cell collection and fixation

      • Consider using mitochondrial buffer (10 mM HEPES, pH 7.4, 250 mM sucrose)

  • Super-resolution technique-specific considerations:

    • For STED (Stimulated Emission Depletion):

      • Select secondary antibodies conjugated to STED-compatible dyes (Abberior STAR 580, STAR RED)

      • Use mounting media designed for STED (ProLong Glass, Abberior Mount Solid)

      • Implement deconvolution algorithms specific for STED data

    • For STORM/PALM:

      • Use photoswitchable fluorophores or standard dyes in appropriate buffers

      • Prepare oxygen scavenger system fresh (glucose oxidase/catalase)

      • Optimize laser power for blinking behavior

    • For SIM (Structured Illumination Microscopy):

      • Ensure high signal-to-noise ratio

      • Use high-quality coverslips (#1.5H with consistent thickness)

      • Minimize spherical aberration with appropriate immersion media

  • Multi-channel imaging strategies:

    • Combine NDUFS5 labeling with:

      • Mitochondrial markers (TOM20, VDAC) for outer membrane reference

      • Other complex I subunits to assess co-localization and assembly

      • Functional indicators (TMRE for membrane potential, MitoSOX for ROS)

    • Use spectral unmixing for closely overlapping fluorophores

    • Implement sequential acquisition to minimize crosstalk

  • Analysis approaches for NDUFS5 distribution:

    • Quantitative co-localization analysis with mitochondrial markers

    • Cluster analysis to identify NDUFS5 distribution patterns

    • Distance measurements between NDUFS5 and other complex I components

    • Correlation with mitochondrial morphological parameters (length, branching)

  • Advanced applications:

    • Combine with expansion microscopy for enhanced resolution

    • Implement live-cell super-resolution using Fab fragments of NDUFS5 antibodies

    • Correlative light and electron microscopy to link NDUFS5 distribution with ultrastructure

These methodological approaches enable researchers to visualize NDUFS5 distribution at nanoscale resolution, providing insights into its role in mitochondrial structure and function.

What parameters should researchers consider when selecting between different commercial NDUFS5 antibody pairs?

When selecting NDUFS5 antibody pairs for research applications, scientists should evaluate multiple parameters using a systematic approach:

Selection ParameterEvaluation CriteriaApplication in NDUFS5 Research
Epitope specificity- Target region (N-terminal, C-terminal, internal)
- Epitope conservation across species
- Potential for cross-reactivity
- ABIN6263573 targets C-terminal region
- A21505 recognizes amino acids 1-106 (full length)
- Consider impact on detection of splice variants
Species reactivity- Validated species
- Predicted cross-reactivity
- Sequence homology in target region
- 66053-2-PBS: Human-specific
- A21505: Human, Mouse, Rat
- Select based on experimental model
Antibody format- Host species
- Isotype
- Clonality
- Conjugation status
- Mouse monoclonal (e.g., 66053-2-PBS) vs. rabbit polyclonal (e.g., ABIN6263573)
- Consider secondary antibody compatibility
- Pre-conjugated vs. conjugation-ready
Validated applications- Technical validation data
- Peer-reviewed publications
- Recommended dilutions
- WB: 1:500-1:1000 for A21505
- IF/ICC: 1:50-1:200 for A21505
- Cytometric bead array: MP50607-1 pair
Pair compatibility- Validated capture-detection combinations
- Epitope accessibility in sandwich format
- Signal-to-noise ratio
- MP50607-1: 66053-2-PBS (capture) and 66053-1-PBS (detection)
- Optimal pair should recognize distinct, accessible epitopes
Production consistency- Manufacturing process
- Lot-to-lot variation
- Monoclonal vs. polyclonal variability
- Monoclonals provide better consistency
- Polyclonals may offer higher sensitivity
- Request validation data across multiple lots
Technical support- Available validation protocols
- Application notes
- Troubleshooting resources
- Consider vendor support for assay development
- Availability of positive controls
- Access to optimization guidance
Cost-benefit analysis- Price per application
- Amount needed for experimental series
- Long-term stability
- Balance cost against performance requirements
- Consider antibody concentration and recommended dilutions

A methodical evaluation of these parameters ensures selection of optimal NDUFS5 antibody pairs for specific research applications, ultimately improving data quality and reproducibility.

How do different fixation and permeabilization methods affect NDUFS5 epitope accessibility in immunofluorescence applications?

Fixation and permeabilization methods significantly impact NDUFS5 epitope accessibility in immunofluorescence applications. Researchers should consider the following methodological effects:

MethodMechanismEffect on NDUFS5 DetectionOptimization Strategies
Fixation Methods
Paraformaldehyde (PFA) 4%Cross-links proteins via methylene bridges between amino groups- Preserves mitochondrial morphology
- May mask some NDUFS5 epitopes through cross-linking
- Compatible with most NDUFS5 antibodies
- Limit fixation time to 10-15 minutes
- Use freshly prepared PFA
- Consider adding 0.05-0.1% glutaraldehyde for better ultrastructure
Methanol (-20°C)Precipitates proteins and removes lipids- Can expose internal NDUFS5 epitopes
- Disrupts mitochondrial membrane integrity
- May alter NDUFS5 conformation
- Not recommended as primary fixative
- Can be used in combination with PFA (post-fixation)
- Test with antibodies recognizing linear epitopes
GlyoxalForms protein adducts with lysine and arginine residues- Preserves mitochondrial ultrastructure
- Less epitope masking than PFA
- Reduces autofluorescence
- Prepare fresh working solution
- Optimize pH (4-5)
- Test compatibility with specific NDUFS5 antibodies
Permeabilization Methods
Triton X-100 (0.1-0.5%)Disrupts lipid-lipid and lipid-protein interactions- Provides good access to mitochondrial proteins
- May extract some membrane-associated NDUFS5
- Compatible with most fixation methods
- Use lower concentrations (0.1%)
- Limit incubation time (5-10 minutes)
- Consider for antibodies targeting internal epitopes
Digitonin (10-50 μg/ml)Selectively permeabilizes plasma membrane- Preserves mitochondrial membranes
- Limited access to internal mitochondrial proteins
- Useful for studying outer membrane proteins
- Optimize concentration carefully
- Not recommended for NDUFS5 inner mitochondrial proteins
- Can be used for selective permeabilization studies
Saponin (0.01-0.1%)Extracts cholesterol from membranes- Mild permeabilization preserving mitochondrial structure
- Good for studying membrane-associated NDUFS5
- Less extraction of membrane proteins
- Include in all buffers as effect is reversible
- Optimal for NDUFS5 in intact mitochondria
- Use with antibodies A21505 at 1:50-1:100 dilution
Combined Approaches
PFA + Triton X-100Sequential fixation and permeabilization- Standard approach for most applications
- Good balance of structure preservation and accessibility
- Fix first (10 min), then permeabilize (5-10 min)
- Wash thoroughly between steps
PFA + SaponinMild permeabilization after cross-linking- Preserves mitochondrial ultrastructure
- Good for super-resolution applications
- Recommended for detailed NDUFS5 localization studies
- Compatible with most NDUFS5 antibodies
Methanol aloneSimultaneous fixation and permeabilization- Single-step protocol
- Variable results with different NDUFS5 epitopes
- Test specifically with each NDUFS5 antibody
- Not recommended as first approach

For optimal NDUFS5 detection in immunofluorescence applications, researchers should systematically test these methods with their specific antibodies and experimental systems, as epitope accessibility can vary significantly based on the antibody's target region.

What criteria should be used to evaluate the specificity and sensitivity of NDUFS5 antibodies in complex biological samples?

Evaluating the specificity and sensitivity of NDUFS5 antibodies in complex biological samples requires a comprehensive analytical framework:

  • Specificity validation experiments:

    • Genetic approach validation:

      • Detection absence in NDUFS5 knockout cells/tissues

      • Reduced signal in NDUFS5 knockdown models

      • Correlation of signal with overexpression systems

      • Analysis across multiple cell lines with varying NDUFS5 expression

    • Biochemical specificity tests:

      • Pre-absorption with immunizing peptide should eliminate signal

      • Competition assays with recombinant NDUFS5 protein

      • Molecular weight verification (12.5-13 kDa band)

      • Detection of expected pattern in subcellular fractionation (mitochondrial enrichment)

    • Cross-reactivity assessment:

      • Testing against related proteins (other complex I subunits)

      • Evaluation in multiple species to confirm predicted reactivity

      • Checking for non-specific bands in Western blots

      • Analysis of signal in tissues with negligible NDUFS5 expression

  • Sensitivity assessment parameters:

    • Quantitative metrics:

      • Limit of detection in recombinant protein dilution series

      • Signal-to-noise ratio across concentration range

      • Linear dynamic range for quantification

      • Consistency across technical replicates (CV <15%)

    • Sample-dependent sensitivity:

      • Detection in samples with varying mitochondrial content

      • Performance in different tissue types (comparing high-expression tissues like heart vs. lower-expression tissues)

      • Ability to detect endogenous vs. need for enrichment

      • Robustness to sample preparation variables

    • Application-specific sensitivity:

      • Western blot: minimum protein amount needed for detection

      • ELISA: detection range in ng/ml or pg/ml

      • IHC/IF: dilution optimization and signal amplification needs

      • IP: capture efficiency percentage

  • Validation across multiple techniques:

    • Orthogonal validation:

      • Correlation between antibody signal and mRNA expression

      • Mass spectrometry confirmation of immunoprecipitated protein

      • Comparison of subcellular localization with established mitochondrial markers

      • Correlation with functional assays of complex I activity

    • Multi-antibody comparison:

      • Concordance between antibodies targeting different NDUFS5 epitopes

      • Comparison between monoclonal (e.g., 66053-2-PBS) and polyclonal (e.g., ABIN6263573) antibodies

      • Evaluation of batch-to-batch consistency

      • Assessment of antibody performance across vendors

  • Physiological context validation:

    • Expected biological variations:

      • Tissue-specific expression patterns match known profiles (higher in heart, skeletal muscle, liver, kidney)

      • Developmental regulation consistent with literature

      • Response to mitochondrial stress (e.g., complex I inhibitors)

      • Changes in pathological conditions affecting mitochondria

    • Controls and reference standards:

      • Include positive control samples with known NDUFS5 expression

      • Use recombinant protein standards for quantitative applications

      • Implement loading controls appropriate for mitochondrial proteins

      • Consider absolute quantification using reference materials

This comprehensive validation framework ensures reliable and reproducible results when using NDUFS5 antibodies in complex biological samples, minimizing false positives and negatives while maximizing detection sensitivity.

How might emerging antibody technologies enhance NDUFS5 detection and functional studies?

Emerging antibody technologies offer transformative potential for NDUFS5 detection and functional studies:

  • Next-generation recombinant antibodies:

    • Single-domain antibodies (nanobodies):

      • Derived from camelid heavy-chain-only antibodies

      • Smaller size (~15 kDa) enables access to sterically hindered NDUFS5 epitopes in complex I

      • Superior tissue penetration for in vivo imaging

      • Potential for intracellular expression as "intrabodies" to track NDUFS5 in living cells

    • Synthetic antibody libraries:

      • Phage/yeast display selection for higher affinity and specificity

      • Rational design targeting conserved NDUFS5 regions

      • Development of paired antibodies with optimal epitope compatibility

      • Humanized formats for potential therapeutic applications

    • Aptamer-based detection:

      • DNA/RNA aptamers as antibody alternatives

      • Selection against native NDUFS5 conformation

      • Reversible binding for dynamic studies

      • Integration with biosensor platforms

  • Advanced labeling and detection strategies:

    • Site-specific conjugation:

      • Engineered incorporation of bioorthogonal handles

      • Controlled antibody orientation for maximum epitope accessibility

      • Defined antibody-to-fluorophore ratio for quantitative applications

      • Minimized impact on antibody affinity and specificity

    • Proximity-dependent labeling:

      • Antibody-enzyme fusions (APEX2, BioID, TurboID)

      • Spatially-restricted labeling of NDUFS5 interactors

      • Mapping the NDUFS5 microenvironment within complex I

      • Temporal control of labeling to capture dynamic interactions

    • Multiplexed detection platforms:

      • Mass cytometry (CyTOF) with metal-conjugated NDUFS5 antibodies

      • Spatial proteomics with barcoded antibodies

      • Sequential fluorescence labeling and imaging

      • Highly multiplexed tissue imaging platforms (CODEX, MIBI)

  • Functional antibody applications:

    • Conformation-specific antibodies:

      • Recognition of specific NDUFS5 states within complex I

      • Monitoring assembly/disassembly dynamics

      • Detection of pathological conformations

      • Correlation with functional states of complex I

    • Intracellular delivery systems:

      • Cell-penetrating peptide conjugates

      • Lipid nanoparticle encapsulation

      • Electroporation-enhanced delivery

      • Virus-like particle delivery vehicles

    • Antibody-based modulators:

      • Interference with NDUFS5 incorporation into complex I

      • Stabilization of specific NDUFS5 interactions

      • Targeted degradation using proteolysis-targeting chimeras (PROTACs)

      • Allosteric modulation of NDUFS5 function

  • Integration with emerging technologies:

    • Cryo-electron tomography:

      • Antibody-based localization of NDUFS5 within mitochondrial membranes

      • Correlation with structural states of complex I

      • Nanoscale spatial mapping of NDUFS5 in relation to other subunits

    • Single-molecule tracking:

      • Quantum dot-conjugated antibody fragments

      • Real-time monitoring of NDUFS5 dynamics

      • Analysis of complex I assembly kinetics

      • Heterogeneity in molecular behavior

    • Biosensor development:

      • FRET-based systems for monitoring NDUFS5 conformation

      • Electrochemical detection of NDUFS5 modifications

      • Label-free detection using interferometric techniques

      • Portable diagnostic platforms for mitochondrial dysfunction

These emerging technologies will significantly enhance our ability to study NDUFS5 biology, moving beyond static detection toward dynamic functional analysis in physiologically relevant contexts.

What are the potential applications of NDUFS5 antibody pairs in clinical diagnostics for mitochondrial disorders?

NDUFS5 antibody pairs hold considerable promise for clinical diagnostics of mitochondrial disorders, with several emerging applications:

  • Diagnostic biomarker development:

    • Quantitative assays for NDUFS5 levels:

      • Development of clinical-grade ELISA using validated antibody pairs (e.g., MP50607-1)

      • Establishment of reference ranges across age groups and tissues

      • Correlation of NDUFS5 levels with complex I activity in patient samples

      • Analysis of NDUFS5 in accessible specimens (blood cells, skin fibroblasts, urine)

    • Complex I assembly evaluation:

      • Multiplex immunoassays measuring NDUFS5 alongside other complex I subunits

      • Ratio analysis to identify specific assembly defects

      • Comparison with tissue-specific expression patterns

      • Integration with functional respiratory chain measurements

    • Post-translational modification profiling:

      • Development of modification-specific antibodies for clinical use

      • Correlation of modifications with disease progression

      • Monitoring treatment response through modification changes

      • Identification of novel pathological modifications

  • Tissue-based diagnostics:

    • Immunohistochemical applications:

      • Standardized protocols using validated antibodies (e.g., ABIN6263573)

      • Digital pathology quantification of NDUFS5 in tissue biopsies

      • Correlation with ultrastructural mitochondrial abnormalities

      • Multiplex immunofluorescence panels including other mitochondrial markers

    • Single-cell analytical approaches:

      • Flow cytometry for NDUFS5 in blood cells and dissociated tissues

      • Cell type-specific analysis of NDUFS5 expression

      • Correlation with functional mitochondrial parameters

      • Identification of cellular mosaicism in mitochondrial disorders

    • Spatial mapping technologies:

      • Visualization of NDUFS5 distribution in tissue sections

      • Correlation with tissue pathology in mitochondrial disease

      • Region-specific analysis in affected organs

      • Monitoring of therapeutic interventions

  • Minimally invasive diagnostic strategies:

    • Exosome-based analysis:

      • Detection of NDUFS5 in circulating exosomes using antibody pairs

      • Correlation with tissue pathology in non-invasive samples

      • Longitudinal monitoring of disease progression

      • Therapy response assessment

    • Circulating mitochondrial components:

      • Analysis of NDUFS5 in cell-free mitochondrial particles

      • Development of high-sensitivity assays using antibody pairs

      • Identification of disease-specific NDUFS5 modifications

      • Integration with other mitochondrial biomarkers

    • Point-of-care testing development:

      • Lateral flow assays using NDUFS5 antibody pairs

      • Microfluidic devices for rapid complex I subunit profiling

      • Portable electrochemical sensors with immobilized antibodies

      • Smartphone-based readers for quantitative analysis

  • Therapeutic monitoring applications:

    • Pharmacodynamic biomarkers:

      • Monitoring NDUFS5 levels during mitochondrial-targeted therapies

      • Assessment of complex I assembly status during treatment

      • Correlation with clinical improvement metrics

      • Personalized therapy adjustment based on molecular response

    • Precision medicine approaches:

      • Integration of NDUFS5 analysis with genetic and clinical data

      • Patient stratification for clinical trials based on NDUFS5 profiles

      • Identification of responder/non-responder molecular signatures

      • Development of companion diagnostics for mitochondrial therapeutics

  • Clinical validation challenges:

    • Standardization of pre-analytical variables (sample collection, processing, storage)

    • Establishment of quality control materials and proficiency testing

    • Integration with existing diagnostic workflows

    • Development of interpretive guidelines for clinical decision-making

The translation of NDUFS5 antibody pairs to clinical applications requires rigorous validation, but offers significant potential for improving diagnosis, monitoring, and treatment of mitochondrial disorders.

How can integrating NDUFS5 antibody data with other 'omics' approaches advance mitochondrial research?

Integrating NDUFS5 antibody data with multi-omics approaches creates powerful research frameworks for advancing mitochondrial biology:

  • Integration with genomic/transcriptomic data:

    • Genotype-protein correlation analysis:

      • Mapping NDUFS5 antibody-detected protein levels to genetic variants

      • Identification of expression quantitative trait loci (eQTLs) affecting NDUFS5

      • Correlation of alternative splicing events with protein isoform abundance

      • Analysis of regulatory variants affecting NDUFS5 expression

    • Transcription-translation relationship:

      • Correlation between NDUFS5 mRNA and protein levels across tissues

      • Investigation of post-transcriptional regulatory mechanisms

      • Integration with ribosome profiling data to assess translation efficiency

      • Analysis of tissue-specific expression patterns reported in literature

    • Complex I subunit co-expression networks:

      • Correlation of NDUFS5 with other complex I components at RNA and protein levels

      • Identification of coordinated regulatory mechanisms

      • Analysis of compensatory expression patterns in disease states

      • Integration with transcription factor binding data

  • Proteomics integration approaches:

    • Targeted-discovery proteomics pipelines:

      • Use of NDUFS5 antibody-based enrichment followed by mass spectrometry

      • Identification of post-translational modifications and processing events

      • Mapping of protein-protein interaction networks centered on NDUFS5

      • Correlation with global proteome changes in mitochondrial dysfunction

    • Structural proteomics integration:

      • Combining antibody epitope mapping with structural data

      • Validation of protein conformation and complex assembly

      • Analysis of NDUFS5 accessibility within complex I

      • Correlation with cryo-EM structures of respiratory complexes

    • Quantitative proteomics calibration:

      • Using antibody-based measurements to calibrate label-free proteomic quantification

      • Development of targeted proteomics assays (PRM/MRM) for NDUFS5

      • Cross-validation between antibody-based and MS-based quantification

      • Establishment of absolute quantification standards

  • Metabolomics integration strategies:

    • Function-metabolite correlations:

      • Association of NDUFS5 levels with TCA cycle metabolites

      • Correlation with electron transport chain activity markers

      • Analysis of redox-related metabolites in relation to NDUFS5 status

      • Integration with flux analysis of central carbon metabolism

    • Metabolic pathway modeling:

      • Incorporation of NDUFS5 quantitative data into computational models

      • Constraint-based modeling using NDUFS5 abundance as parameter

      • Prediction of metabolic consequences of NDUFS5 alterations

      • Validation of model predictions through targeted metabolomics

    • Metabolic perturbation responses:

      • Analysis of NDUFS5 changes in response to metabolic stress

      • Correlation with adaptations in metabolic networks

      • Integration with respirometry data measuring functional outcomes

      • Development of signatures predictive of mitochondrial adaptation

  • Multi-omics data integration frameworks:

    • Network-based integration approaches:

      • Construction of multi-layered networks incorporating NDUFS5 antibody data

      • Identification of regulatory hubs connecting different 'omics' layers

      • Network perturbation analysis in disease models

      • Application of machine learning for pattern recognition across datasets

    • Temporal multi-omics integration:

      • Time-course analysis of NDUFS5 dynamics in relation to other 'omics' changes

      • Study of mitochondrial biogenesis and turnover kinetics

      • Investigation of adaptive responses to mitochondrial stress

      • Identification of early molecular events preceding functional changes

    • Spatial multi-omics with antibody data:

      • Integration of NDUFS5 spatial distribution from imaging with regional 'omics' data

      • Analysis of tissue heterogeneity in mitochondrial composition

      • Correlation with functional metabolic zonation in tissues

      • Development of computational models incorporating spatial parameters

  • Clinical and translational integration:

    • Patient-derived multi-omics analyses:

      • Correlation of NDUFS5 antibody measurements with multi-omics profiles in patient samples

      • Identification of disease signatures across multiple molecular levels

      • Stratification of mitochondrial disorders based on integrated profiles

      • Discovery of novel therapeutic targets through pathway analysis

    • Longitudinal multi-omics monitoring:

      • Tracking NDUFS5 and related 'omics' changes during disease progression

      • Monitoring therapeutic interventions across multiple molecular layers

      • Identification of early response biomarkers

      • Development of predictive models for disease outcomes

This integrative multi-omics approach transforms NDUFS5 antibody data from isolated measurements into components of comprehensive biological understanding, accelerating discoveries in basic mitochondrial biology and translational applications.

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