size-exclusion chromatography comes up often in conversation and rarely with the context attached. Here we lay out the basics in order, then work through the practical considerations.
Updated 2025-09-14. Numbers and descriptions here follow the published literature rather than marketing material.
Commercial production begins with whey protein concentrate or isolate dissolved in water. A protease is added under controlled pH and temperature, and the reaction is stopped by heat or pH adjustment once a target degree of hydrolysis is reached. Membrane filtration, often ultrafiltration or diafiltration, removes enzymes and small solutes while retaining peptides. The liquid is then concentrated and spray-dried into a powder. Each step influences peptide length, mineral content, and flavor.
Quality control focuses on degree of hydrolysis, molecular weight distribution, protein content, moisture, ash, and microbial limits. Degree of hydrolysis is commonly calculated from the number of cleaved peptide bonds relative to total peptide bonds. Size-exclusion chromatography and mass spectrometry can describe peptide size ranges, while amino acid analysis quantifies composition. Standard methods from dairy science organizations are often used, though no single method captures every functional property. Results are therefore reported alongside processing conditions.
Quality control checks identity, composition, and contaminants. Moisture, ash, fat, and carbohydrate are measured by standard methods, and microbiological limits are set for total counts, coliforms, and specific pathogens. Heavy metals and pesticide residues may be monitored depending on market requirements. Adulteration with intact whey protein or individual amino acids is possible, so peptide fingerprints and free amino acid profiles can help verify authenticity. Regulatory frameworks vary: some countries treat hydrolyzed whey as a conventional dairy ingredient, while infant formula uses face additional compositional rules. Which marker peptides best confirm source and processing remains an open analytical question.
Storage stability depends on moisture, temperature, and packaging. Dry powders with low water activity resist microbial growth, but they can still absorb water, develop off-colors through Maillard reactions, or oxidize residual lipids. Sealed containers kept in a cool, dry place are standard. Stability studies typically monitor moisture, solubility, color, peptide size, and microbial counts over months. Established practice favors low humidity and moderate temperatures. How brief excursions above recommended conditions affect peptide profiles and sensory qualities is less predictable and may depend on the specific product matrix.
| Property | Value | Notes |
|---|---|---|
| Degree of hydrolysis | Typically 5–35% | Higher values indicate more extensive peptide bond cleavage; ranges vary by product |
| Peptide molecular weight | Often 200–10,000 Da | Distribution depends on enzyme and reaction time |
| Moisture content | Usually below 6% | Low moisture supports powder stability and flow |
| pH (5% solution) | 6.0–7.5 | Value depends on starting material and neutralization steps |
| Microbiological test | Total plate count and coliforms | Used to verify hygiene during processing and packaging |
Industrial production begins with whey protein concentrate or isolate dispersed in water. Selected proteases, such as trypsin, pepsin, or microbial enzymes, are added under controlled pH and temperature. Hydrolysis continues until a target hydrolysis level is reached, after which heat or pH adjustment inactivates the enzyme. Ultrafiltration, diafiltration, and ion exchange may remove larger peptides, salts, or residual lactose. The liquid is then concentrated and spray-dried into powder. Processing choices influence peptide size, bitterness, mineral content, and microbial quality.
Analytical control focuses on protein content, hydrolysis extent, molecular weight distribution, and residual intact protein. Kjeldahl or Dumas methods measure total nitrogen, while size-exclusion chromatography or mass spectrometry estimates peptide profiles. Sodium dodecyl sulfate polyacrylamide gel electrophoresis can show remaining intact proteins, though small peptides may not resolve. Enzyme-linked immunosorbent assays are used to assess residual allergenic proteins in some contexts. Because no single method captures all relevant features, manufacturers combine several assays and report values against internal specifications.
Stability depends on moisture, temperature, oxygen, and packaging. Powdered hydrolysate generally requires cool, dry storage and protection from humidity because peptides can absorb water and undergo Maillard reactions with residual lactose. Higher temperatures can increase bitterness, discoloration, and loss of solubility over time, while liquid hydrolysate formats are more perishable and may need refrigeration or preservatives. Shelf-life studies typically monitor moisture, color, pH, protein solubility, and microbial counts. Exact stability limits vary by peptide profile, packaging, and water activity, so general rules should be treated as approximate.
Quality control for whey protein hydrolysate begins with verifying protein content, moisture, ash, and fat using standard food analysis methods. Total nitrogen by Kjeldahl or Dumas combustion gives an estimate of protein, often calculated with a dairy-specific conversion factor. Amino acid analysis after acid hydrolysis quantifies individual residues but destroys tryptophan and may convert glutamine and asparagine. The extent of peptide bond cleavage is usually estimated by measuring free amino groups, soluble nitrogen, or trichloroacetic acid-soluble peptides. These tests are operationally defined and can give different results across laboratories.
Peptide size distribution is central to product characterization because biological and functional effects often depend on molecular weight. Size-exclusion chromatography, reversed-phase high-performance liquid chromatography, and capillary electrophoresis can separate peptides by size or hydrophobicity. Mass spectrometry provides sequence-level information and can detect marker peptides, though it is less common for routine lot release. For allergen control, enzyme-linked immunosorbent assays estimate residual intact protein or specific milk proteins, but results depend on antibody recognition and may not detect small peptides. No single method captures the full composition.
Stability and storage practices affect measured quality over time. Hydrolysate powders are hygroscopic and can absorb moisture, leading to caking, Maillard browning, and reduced solubility. Cool, dry storage in sealed containers limits these changes, while high humidity and warm temperatures accelerate them. Microbiological testing for total aerobic counts, yeasts, molds, and specified pathogens is typical for food ingredients. Regulatory status varies by country; in many jurisdictions hydrolyzed whey protein is regulated as a food ingredient rather than a drug, and claims about reduced allergenicity require specific substantiation.
AlphaFold 1 (2018) was built on work developed by various teams in the 2010s, work that looked at the large databases of related protein sequences now available from many different organisms (most without known 3D structures), to try to find changes at different residues (peptides) that appeared to be correlated, even though the residues were not consecutive in the main chain. Such correlations suggest that the residues may be close to each other physically, even though not close in the sequence, allowing a contact map to be estimated. Building on recent work prior to 2018, AlphaFold 1 extended this by estimating a probability distribution for the distances between residues, effectively transforming the contact map into a distance map. It also used more advanced learning methods than previously to develop the inference. The code was not made publicly available, except to run on sequences of proteins in the 2018 CASP competition.
Boronate affinity chromatography consists of using boronic acid or boronates to elute and quantify amounts of glycoproteins. Clinical adaptations have applied this type of chromatography for use in determining long term assessment of diabetic patients through analysis of their glycated hemoglobin. Affinity purification of albumin and macroglobulin contamination is helpful in removing excess albumin and α2-macroglobulin contamination, when performing mass spectrometry. In affinity purification of serum albumin, the stationary used for collecting or attracting serum proteins can be Cibacron Blue-Sepharose. Then the serum proteins can be eluted from the adsorbent with a buffer containing thiocyanate (SCN−).
Alpha-synuclein primary structure is usually divided in three distinct domains: Residues 1-60: An amphipathic N-terminal region dominated by four 11-residue repeats including the consensus sequence KTKEGV. This sequence has a structural alpha helix propensity similar to apolipoproteins-binding domains. It is a highly conserved terminal that interacts with acidic lipid membranes, and all the discovered point mutations of the SNCA gene are located within this terminal. Residues 61-95: A central hydrophobic region which includes the non-amyloid-β component (NAC) region, involved in protein aggregation. This domain is unique to alpha-synuclein among the synuclein family. Residues 96-140: a highly acidic and proline-rich region which has no distinct structural propensity. This domain plays an important role in the function, solubility and interaction of alpha-synuclein with other proteins.
RGD was identified as the minimal recognition sequence within fibronectin required for cell attachment by Ruoslahti and Pierschbacher in the early 1980s. To do this, the authors synthesized various peptides based on the hypothesized cell attachment site of fibronectin. They then coupled those peptides to protein-coated plastic and tested each for cell attachment-promoting activity. Only those that contained the RGD sequence were found to enhance cell attachment. Further, they showed that peptides containing RGD were able to inhibit cell attachment to fibronectin-coated substrates, whereas peptides not containing RGD did not. These foundational studies also identified the cellular receptors that recognize the sequence. These studies utilized a synthetic RGD-containing peptide to isolate the putative receptors, and then demonstrated that liposomes containing the isolated proteins could bind to fibronectin, in much the same way as cells with surface receptors. The discovered receptors were later named integrins. The RGD motif is presented in slightly different ways in different proteins, making it possible for the many RGD-binding integrins to selectively distinguish individual adhesion proteins.
Sources: en.wikipedia.org
Studies in the hematopoietic system disclosed that during endothelial to hematopoietic stem cell transition, ADGRG1 is a transcriptional target of the heptad complex of hematopoietic transcription factors, and is required for hematopoietic cluster formation. Recently, two studies showed that ADGRG1, is a cell autonomous regulator of oligodendrocyte development through Gα12/13 proteins and Rho activation. Della Chiesa et al. demonstrate that ADGRG1 is expressed on CD56dull natural killer (NK) cells. Lin and Hamann's group show all human cytotoxic lymphocytes, including CD56dull NK cells and CD27–CD45RA+ effector-type CD8+ T cells, express ADGRG1.
Of 27 beef burger products tested, 37% were positive for horse DNA, and 85% were positive for pig DNA. Of 31 beef meal products tested, 21 were positive for pig DNA, but all were negative for horse DNA. Nineteen salami products were tested, but were negative for all foreign DNA. Of the 37% of beef products tested positive for horse DNA, Tesco's Everyday Value Beef Burgers tested at 29.1%. All other reported brands had less than 0.3% horse DNA. These products originated from Liffey Meats and Silvercrest Foods in Ireland, and from the Dalepak Hambleton food processing plant in the United Kingdom. Trace amounts of horse DNA were also found in raw ingredients imported from Spain and the Netherlands. Laboratory DNA investigations were requested by the authorities into possible donkey meat adulteration of minced meat products labelled as 100% beef. British company Primerdesign provided many of the tests to laboratories and companies wishing to test for contamination.
Closer Roberto Osuna converted his 25th consecutive save on May 24, breaking a club record. The streak had started the previous August 18, surpassing Brad Lidge (24 consecutive from June 21–September 28, 2005). Osuna's feat remained the franchise longest until Josh Hader converted 29 consecutive from April 7 to August 29, 2024. On May 28, A. J. Hinch obtained his 500th win as manager, as the Astros toppled the Chicago Cubs, 9–6. Chicago blasted five home runs, but Houston answered with five doubles—two by Jake Marisnick (8)—and two home runs by Alex Bregman (17). Bregman collected three RBI, and Michael Brantley had two hits and two RBI as Houston scored four times in the bottom of the fourth. Josh James (2–0) picked up the victory in relief while surrendering three runs over 2+1⁄3 frames. With injuries stacking up, on May 29 shortstop Carlos Correa sustained a bruised rib during a massage session. He was forced to join fellow All-Stars Springer and Jose Altuve on the injured list (IL) and expected to miss four to six weeks.
Sources: en.wikipedia.org
Affimer proteins were developed initially at the MRC Cancer Cell Unit in Cambridge then across two laboratories at the University of Leeds. Derived from the cysteine protease inhibitor family of cystatins, which function in nature as cysteine protease inhibitors, these 12–14 kDa proteins share the common tertiary structure of an alpha-helix lying on top of an anti-parallel beta-sheet. Affimer proteins display two peptide loops that can all be randomized to bind to desired target proteins, in a similar manner to monoclonal antibodies. Stabilization of the two peptides by the protein scaffold constrains the possible conformations that the peptides can take. This increases the binding affinity and specificity compared to libraries of free peptides, though can limit the target repertoire of Affimers.
Donald has supervised many students and postdocs, many of whom are now professors in reputed universities such as MIT, Carnegie-Mellon University, University of Washington, Seattle, University of Massachusetts Amherst, Dartmouth College, Duke University, Middlebury College and University of Toronto, and researchers at organizations such as NIAID, NIST, IBM, Sandia National Laboratories. Donald is the son of historian David Herbert Donald and historian and editor Aida DiPace Donald. MEMS Protein design NMR Protein Structure Kinodynamic planning Donald is the author of over 100 publications. A representative selection includes:
Methanogens rely on such enzymes to catalyze the reduction of CO2 to methane. One step in methanogenesis entails conversion of a methenyl group (formic acid oxidation state) to a methylene group (formaldehyde oxidation state). Among the hydrogenase family of enzymes, Hmd is unique in that it does not directly reduce CO2 to CH4. The natural substrate of the enzyme is the organic compound methenyltetrahydromethanopterin. The organic compound includes a methenyl group bound to two tertiary amines. The methenyl group originated as CO2 before being incorporated into the substrate, which is catalytically reduced by H2 to methylenetetrahydromethanopterin as shown. Eventually the methylene group is further reduced and released as a molecule of methane. The hydride transfer has also been shown to be stereospecific. Given that the substrate is planar the hydride originating from H2 is always added to the pro-R face. In the reverse reaction stereospecificity is maintained and the highlighted hydride is removed.
Sources: en.wikipedia.org
Degree of hydrolysis is often estimated by quantifying free amino groups or by titrating cleaved peptide bonds. It can also be inferred from molecular weight distribution using chromatography. Values are operationally defined, so comparisons require the same method and conditions.
Hydrolysis can expose hydrophobic amino acid regions that interact with bitterness receptors. The intensity depends on enzyme specificity, peptide size, and the degree of hydrolysis. Further processing or masking agents may reduce perceived bitterness.
Not necessarily. Extensively hydrolyzed products may have reduced allergenicity, but partial hydrolysates can retain IgE-reactive peptides, so the word hydrolyzed alone does not establish safety for milk allergy. Safety depends on product-specific testing and clinical evaluation.
Common laboratory methods measure free amino groups with TNBS or OPA reagents. The result is converted to a percentage using a reference standard and a defined protocol. Values are method-dependent, so comparisons require the same assay conditions.