Library · Biology & lab methods
What Solid-Phase Peptide Extraction got wrong, from 12 theses
Summary written by a model from the records below: The records evaluate challenges encountered in solid-phase extraction, enrichment, and chromatographic purification of peptides and peptide conjugates. Common failure mechanisms include analyte loss from aggregation, poor recovery across multi-step processing, sub-optimal extraction buffers, and column throughput limitations. These records come from graduate theses, 2021 to 2025, each labeled with its degree where the repository states it, and each links to its thesis. They were extracted by language models reading the full text, so treat each as a lead to read, not a verdict.
Plus 9 problems the authors left open, listed at the end.
Failure modes, by theses reporting them
Select a mode to jump to its records.
Low peptide detection and recovery caused by lack of targeted enrichment or reducing agents
Target peptides were undetectable or produced zero identifications when solid-phase enrichment was omitted or performed without specialized capture. Omitting reducing agents during sample preparation also caused severe drops in peptide signal during mass spectrometry.
Tried and failed
nanomaterial solid-phase extraction for peptide enrichment applied to S-palmitoylated peptide profiling in cell lysates. Outcome: no signal. Reason: yielded almost no identifiable target peptides and zero hits in open search mode
Novel proteomics approaches to study S-acylation in biomolecular condensate regulation and disease · Imperial · PhD
Considered and rejected
Considered and rejected: Solid phase extraction / sample prep for mass spectrometry without any reducing agents was rejected due to resulting in very low peptide detection
Non-Lysine Acyl Modifications and Their Effects on Cellular Function · Duke · Doctorate
Tried and failed
direct peptide extraction without enrichment applied to endogenous low-abundance tissue peptides. Outcome: no signal. Reason: endogenous peptide concentrations were below detection limits without targeted enrichment prior to mass spectrometry
Characterisation of the Apelin Receptor and its Endogenous Ligands, Apelin and Elabela/Toddler in the Cardio-Renal System · Cambridge · PhD
Significant cumulative yield loss across multi-step peptide purification and conjugation workflows
Sequential purification cycles and post-purification chemical conjugation schemes caused excessive loss of peptide material compared to alternative assembly strategies. Multi-step handling of synthetic or labeled peptides resulted in poor overall recovery and low efficiency.
Lost to a baseline
Direct peptide monomer copolymerization yielded only 60% recovery of peptide monomer post-purification compared to near 100% conjugation efficiency in post-functionalization.
Engineering Intravenous Therapies for Trauma · University of Washington · PhD
Considered and rejected
Considered and rejected: Post-purification chemical conjugation via terminal cysteine or sortase transpeptidation (sortagging) of synthetic phosphorylated peptides was rejected due to complex multi-step purification and poor yields.
A materials-based approach for localized delivery of cancer immunotherapy · MIT · PhD
Considered and rejected
Considered and rejected: Rejected standard solution-phase multi-labeling for fluorosequencing due to sample losses during multiple purification cycles
Methods and technology development for bulk and single-molecule proteomics · UT Austin · PhD
Severe insolubility and aggregation of hydrophobic or amyloidogenic peptides during chromatographic separation
Hydrophobic dipeptide repeats and short amyloidogenic peptides suffered from extreme insolubility and aggregation that prevented successful purification. In these cases, target peptides could not be detected or recovered from solid-phase chromatographic media.
Tried and failed
solid-phase peptide synthesis and chromatographic purification applied to hydrophobic dipeptide repeat proteins. Reason: extreme insolubility and aggregation prevented purification despite successful chemical synthesis
The Discovery and Chemical Synthesis of Peptides and Proteins that Cross Biological Barriers · MIT · PhD
Tried and failed
reversed-phase HPLC peptide purification applied to recombinantly expressed short amyloidogenic peptides. Outcome: no signal. Reason: cleaved peptide could not be detected or recovered from the chromatographic separation
Advances in Instrumentation for Dynamic Nuclear Polarization & Magic-Angle Spinning NMR · MIT · PhD
Inappropriate buffer conditions and on-bead digestion leading to poor recovery or contamination
Inappropriate buffer additives such as added salt significantly reduced peptide recovery efficiency from tissue extractions. Direct on-bead proteolytic digestion of affinity eluates yielded irreproducible recovery accompanied by heavy background contamination from released affinity matrix peptides.
Tried and failed
adding salt to surfactant extraction buffer applied to protein extraction from FFPE tissue. Outcome: worse than baseline. Reason: substantially reduced peptide recovery efficiency
Enabling Sensitive and Robust Characterization of Protein Therapeutics and Biomarkers in Biomatrices Through Novel LC-MS-Based Strategies · University at Buffalo · PhD
Tried and failed
direct on-bead proteolytic digestion applied to streptavidin affinity purification eluates. Reason: poorly reproducible recovery and high background contamination from released streptavidin peptides
DISSECTING THE FUNCTION AND INTERACTOME OF PLEKHS1 IN PROSTATE TUMORIGENESIS · Cambridge · PhD
Chromatographic resin limitations prompting replacement with precipitation methods
Anion exchange chromatography resulted in substantial loss of peptide recovery, leading to its replacement with solvent precipitation before HPLC. Affinity chromatography was similarly rejected for peptide-fusion purification due to severely restricted flow rates, favoring bulk precipitation.
Considered and rejected
Considered and rejected: Rejected DEAE-C anion exchange chromatography for peptide purification due to substantial loss of peptide recovery, replacing it with cold 1:1 Et2O:hexane precipitation before HPLC.
Biosynthetic and Chemical Investigation of Lipid II-Binding Antimicrobials. · Duke · PhD
Considered and rejected
Considered and rejected: Rejected Protein A chromatography as the primary method for large-scale Pep12-Fc purification due to its slow required flow rate, choosing ammonium sulfate precipitation instead
Inhibition of Essential Protein-Protein Interactions in Plasmodium and SARS-CoV-2 · Johns Hopkins · Master's
Left open by the authors
Problems the authors named and did not get to.
Left open
Remeasure extraction efficiency by extracting a diluted multianalyte standard using solid-phase extraction and LC-MS. Blocker: Requires access to a wet laboratory, multianalyte chemical standards, SPE cartridges, and a triple quadrupole LC-MS instrument
Tracking antibiotic pollution in urban waterways using solid-phase extraction and triple quadrupole LCMS · UT Austin
Left open
Extend the SMART peptide purification method to complex peptide mixtures and pilot large-scale chromatography manufacturing runs. Blocker: Requires a wet chemistry lab, preparative chromatography equipment, and peptide synthesis/purification materials.
Fundamentals of peptide adsorption in reversed-phase liquid chromatography · Imperial · PhD
Left open
Develop a solid-phase aniline derivatization protocol to combine chemical derivatization and extraction into a single step for dissolved organic matter analysis. Blocker: Requires a wet chemistry laboratory, solid-phase extraction materials, and UHPLC-ESI-MS/MS instrumentation.
Molecular characterization of microbial interactions with labile dissolved organic matter · MIT · PhD
Left open
Optimize protein purification conditions for SLC25A51 to yield sufficient protein for proteoliposome reconstitution and structural microscopy. Blocker: Requires a wet biochemistry lab, physical reagents, and specialized structural microscopy equipment
Labeled nicotinamide adenine dinucleotide reveals the mechanism of mitochondrial NAD⁺ replenishment · UT Austin · PhD
Left open
Develop and evaluate multiple extraction methods to capture cationic and zwitterionic PFAS and organofluorines in serum. Blocker: Requires a wet chemistry laboratory, human serum samples, extraction chemicals, and analytical instruments (CIC, LC-MS/MS).
Characterization of per- and polyfluoroalkyl substances in human serum: novel methods for assessing exposure · Boston University · PhD
Left open
Compare the analytical performance of the QuEChERS extraction method against solid-phase extraction (SPE) for wastewater surveillance samples. Blocker: Requires a wet chemistry laboratory, chemical reagents, wastewater samples, and analytical instruments (e.g., LC-MS).
Applications of Wastewater Surveillance in a Small-Scale Wastewater System · Dalhousie · Master's
Left open
Develop molecularly imprinted polymer solid-phase extraction (MIP-SPE) methods to enrich polyphosphonates for compound-specific isotope analysis at low microgram-per-liter concentrations. Blocker: Requires chemical synthesis of molecularly imprinted polymers and physical wet-lab analytical equipment (LC-IRMS)
Manganese–driven oxidation of aminopolyphosphonates studied by compound–specific carbon isotope analysis · Tübingen · PhD
Left open
Develop an extraction and secondary chromatographic method using polar sorbents or anion exchange resins to retain short-chain PFAS analytes. Blocker: Requires an analytical chemistry wet lab, chromatography equipment, and chemical standards.
Evaluating "Forever Chemicals" from Soup to Nuts: Sample Preparation, Targeted Analysis, and Suspect Screening for the Characterization of Per- and Polyfluoroalkyl Substances (PFAS · University at Buffalo · PhD
Left open
Measure anion exchange sorbent affinity for phosphorothioate oligonucleotides, phosphorylated peptides, lipids, and proteins using coated planar nitinol extraction devices. Blocker: Requires a wet chemistry lab, functionalized nitinol substrates, sorbents, and analytical instruments (e.g., LC-MS, fluorescence spectrometers).
Improving bioanalytical methods for nucleic acids with chemically tuned separations · Iowa State · PhD
Who has worked on this
Authors of the public theses cited on this page, most-cited first.
- Amina Nigmatulina · Imperial · PhD · 2025
Novel proteomics approaches to study S-acylation in biomolecular condensate regulation and disease - Oscar Mercado Valenzo · Imperial · PhD · 2024
Fundamentals of peptide adsorption in reversed-phase liquid chromatography - Kathryn H. Halloran · MIT · PhD · 2024
Molecular characterization of microbial interactions with labile dissolved organic matter - Jie Pu · University at Buffalo · PhD · 2024
Enabling Sensitive and Robust Characterization of Protein Therapeutics and Biomarkers in Biomatrices Through Novel LC-MS-Based Strategies - Emily Hammel Pennoyer · Boston University · PhD · 2024
Characterization of per- and polyfluoroalkyl substances in human serum: novel methods for assessing exposure - Derek Reed Eitzmann · Iowa State · PhD · 2024
Improving bioanalytical methods for nucleic acids with chemically tuned separations - Charlotte E. Farquhar · MIT · PhD · 2023
The Discovery and Chemical Synthesis of Peptides and Proteins that Cross Biological Barriers - Trey Joseph Pichon · University of Washington · PhD · 2023
Engineering Intravenous Therapies for Trauma - Meghan Swanburg · Dalhousie · Master's · 2023
Applications of Wastewater Surveillance in a Small-Scale Wastewater System - Rebecca Dickman · University at Buffalo · PhD · 2023
Evaluating "Forever Chemicals" from Soup to Nuts: Sample Preparation, Targeted Analysis, and Suspect Screening for the Characterization of Per- and Polyfluoroalkyl Substances (PFAS) in Wastewater and - Yash Agarwal · MIT · PhD · 2022
A materials-based approach for localized delivery of cancer immunotherapy - Philipp R. Martin · Tübingen · PhD · 2022
Manganese–driven oxidation of aminopolyphosphonates studied by compound–specific carbon isotope analysis
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