If you have been reading about precision and want a single page that covers the useful parts, this is it: definitions, context, how it is studied, and the questions that come up repeatedly.
Last reviewed on 2026-01-31. Where a claim depends on a specific study, the study is described rather than over-claimed.
Routine HPLC testing depends on controlled reagents, calibrated instruments, and documented procedures. Columns degrade over time, so retention times and peak shapes are monitored for drift. Mobile phases are filtered and degassed to prevent pump damage and detector noise. Reference standards must be traceable and stored under suitable conditions. Data handling systems record injections, calculations, and audit trails. Quality control samples interspersed with unknowns help detect errors during a run.
Developing an HPLC method begins with defining the purpose, such as quantifying a main component, measuring impurities, or confirming identity. Analysts select separation mode, column, mobile phase, detection, and sample preparation based on analyte properties and matrix. Experiments vary solvent strength, pH, buffer type, and temperature to achieve resolution between critical peaks. The goal is a robust method that produces reliable results across instruments and operators. Method development often involves trial runs and statistical optimization.
Validation demonstrates that a method is suitable for its intended use. Typical performance characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulators and standards organizations provide frameworks, but specific requirements depend on the application and jurisdiction. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, retention time repeatability, and sensitivity. A validated method is not permanently fixed; changes may require partial or full revalidation.
Instrumentation includes a solvent delivery system, an autosampler, a column oven, and one or more detectors. Reversed-phase columns with chemically modified silica are widely used, but normal-phase, ion-exchange, size-exclusion, and affinity modes exist for specific separations. Detectors may rely on ultraviolet absorbance, fluorescence, refractive index, or mass spectrometry. Column temperature, mobile phase composition, and flow rate are adjusted to improve resolution. System pressure is monitored because rising pressure can indicate column blockage or deteriorating packing.
Separation performance depends on particle size, pore size, column length, and the chemistry of the stationary phase. Smaller particles generally improve efficiency but require higher pressure and suitable instrumentation. The mobile phase often contains buffers and organic solvents that influence retention and selectivity. Testing labs select conditions based on the analytes, sample matrix, and required sensitivity. Method development frequently involves screening several columns and solvent mixtures before a final set of conditions is chosen.
| Property | Value | Notes |
|---|---|---|
| Validation parameter | Accuracy | Closeness of measured value to accepted reference value |
| Validation parameter | Precision | Agreement among repeated measurements under specified conditions |
| System suitability check | Resolution ≥ 1.5 | Baseline separation between critical peak pair |
| System suitability check | Tailing factor ≤ 2.0 | Common target for peak symmetry |
| Documentation | Validation report | Summarizes experiments, acceptance criteria, and conclusions |
Routine quality control monitors retention time shifts, baseline noise, system pressure, and peak shape. Trends can reveal column aging, mobile phase preparation errors, detector drift, or sample degradation. Corrective actions may include replacing the column, preparing fresh mobile phase, or recalibrating the detector. Stability testing often uses HPLC to measure parent compound loss and degradation product formation. Open questions remain about how accelerated stability results extrapolate to long-term storage under varied conditions.
Quality control for HPLC testing combines scheduled checks, documented procedures, and review of results. Before sample analysis, system suitability testing confirms that the instrument, column, and method meet predefined criteria. Common criteria include resolution between critical peaks, retention time precision, peak tailing, and theoretical plate count. Failure triggers investigation before results are reported. Records link raw data, calculations, instrument logs, and analyst identity to each batch, supporting audits and repeat analysis.
Method validation demonstrates that an analytical procedure is suitable for its intended purpose. Typical validation characteristics include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Regulatory guidance from bodies such as the International Council for Harmonisation and the United States Pharmacopeia outlines expectations, though specific criteria depend on the product and method. System suitability tests are run before sample analysis to confirm resolution, peak symmetry, column efficiency, and injection repeatability. Failure of these checks can invalidate a batch of measurements.
Practical HPLC testing depends on careful sample preparation and instrument maintenance. Samples may require filtration, dilution, pH adjustment, or extraction to avoid column damage and matrix interference. Mobile phases are degassed and filtered, and columns are equilibrated before injection. Common problems include peak tailing, baseline drift, ghost peaks, carryover, and co-elution of analytes. Documentation of instrument logs, calibration records, and electronic audit trails supports data integrity and traceability. Ongoing training and routine maintenance help reduce variability between analysts and laboratories.
{\displaystyle {\begin{aligned}t_{1/2}={\frac {N_{\text{A}}\times \ln 2}{a\times M}}&\approx {\frac {6.022\times 10^{23}{\text{ mol}}^{-1}\times 0.693}{3200{\text{ s}}^{-1}{\cdot }{\text{g}}^{-1}\times 87{\text{ g/mol}}}}\\[1ex]&\approx 1.5\times 10^{18}{\text{ s}}\approx 47{\text{ billion years}}.\end{aligned}}}
Nevertheless, he continued working in research and became Emeritus Professor of Chemistry and Emeritus Professor of Molecular and Microbial Biosciences. He also voluntarily continued teaching at first-year level. His lecturing was described as "charismatic" and "teaching was a love and a privilege and never an obligation" for him.
=== Gold Cup runners-up and the 2001 Copa América (2000–2001) === Colombia made their first appearance at the CONCACAF Gold Cup as invited guests in 2000, beating Jamaica 1–0 through Gonzalo Martínez and losing 2–0 to Honduras in a three-team group, both matches played at the Miami Orange Bowl. In the quarter-final on 19 February they twice came from behind against the hosts the United States — Faustino Asprilla cancelling out Brian McBride and Gerardo Bedoya equalising in the 81st minute after Chris Armas had scored — to draw 2–2 after extra time, then won the shootout 2–1 in a sequence in which six of the nine attempts failed. A 2–1 semi-final win over Peru at Qualcomm Stadium followed, an own goal by Marcial Salazar and a Víctor Bonilla strike putting Colombia through before a crowd of 3,402. In the final at the Los Angeles Memorial Coliseum on 27 February, Canada won 2–0 through a Jason de Vos header in first-half stoppage time and a Carlo Corazzin penalty, before 6,197 spectators.
=== Biomarkers === ALP enzymes are found abundantly within the bile canaliculi and bile. If a duct is obstructed, tight junctions permit migration of the ALP enzymes until the polarity is reversed and the enzymes are found on the whole of the cell membrane. Serum ALP levels exceeding 2–3 times the upper baseline value may be due to a variety of liver diseases. However, an elevation that exceeds 10 times the upper baseline limit is strongly indicative of either intrahepatic or extrahepatic cholestasis and requires further investigation. Cholestasis can be differentiated from other liver disorders by measuring the proportion of ALP to serum aminotransferases, where a greater proportion indicates a higher likelihood of cholestasis. Typically, aminotransferase enzymes are localized within hepatocytes and leak across the membrane upon damage. However, measurement of serum aminotransferase levels alone is not a good marker to determine cholestasis. In up to a third of patients, ALP levels may be elevated without the presence of cholestasis. As such, other biomarkers should be measured to corroborate findings. Measurement of 5' nucleosidase levels may be used to identify cholestasis in conjunction with ALP. Levels of ALP may rise within a few hours of cholestasis onset while 5' nucleosidase levels may take a few days. Many labs cannot measure 5' nucleosidase and ALP levels so, GGT may be measured in some cases. Abnormal GGT elevation may be attributable to a variety of factors.
Sources: en.wikipedia.org
All committees have an allotted budget to which they must adhere. Any committee may start a project. If a project's spending becomes too much for a committee to continue funding, it must take the issue to the Project Committee. The project committee either increases the budget or decides on an external funding plan. The Bureau and Executive Committee oversee operations of the other committees.
=== Sexual harassment allegation === Biologist Nancy Hopkins says when she was an undergraduate in the 1960s, Crick put his hands on her breasts during a lab visit. She described the incident: "Before I could rise and shake hands, he had zoomed across the room, stood behind me, put his hands on my breasts and said, 'What are you working on?'"
== β-Thromboglobulin == β-Thromboglobulin (β-TG), or beta-thromboglobulin, is a protein that corresponds to positions 48-128 of PPBP. It is secreted by platelets along with platelet factor 4 and platelet-derived growth factor, and forms a homodimer. Along with platelet factor 4 (PF4), β-TG is one of the best-characterized platelet-specific proteins. β-TG and PF4 are stored in platelet alpha granules and are released during platelet activation. As a result, they are useful markers of platelet activation. β-TG also has multiple biological activities, for instance being involved in maturation of megakaryocytes.
In 1996, the US had about 2 deaths per 10,000 motor vehicles, compared to 1.9 in Germany, 2.6 in France, and 1.5 in the UK. In 1998, there were 3,421 fatal crashes in the UK, the fewest since 1926; in 2010, this number was further reduced to 1,857 and was attributed to the 2009–2010 scrappage scheme. The sizable traffic safety lead enjoyed by the US since the 1960s had narrowed significantly by 2002, with the US improvement percentages lagging in 16th place behind those of Australia, Austria, Canada, Denmark, Finland, Germany, United Kingdom, Iceland, Japan, Luxembourg, the Netherlands, New Zealand, Norway, Sweden, and Switzerland in terms of deaths per thousand vehicles, while in terms of deaths per 100 million vehicle miles travelled, the US had dropped from first place to tenth place. Transportation safety in the United States is monitored by various agencies.
Calcium is a very ductile silvery metal (sometimes described as pale yellow) whose properties are very similar to the heavier elements in its group, strontium, barium, and radium. A calcium atom has 20 electrons, with electron configuration [Ar]4s2. Like the other elements in group 2 of the periodic table, calcium has two valence electrons in the outermost s-orbital, which are very easily lost in chemical reactions to form a dipositive ion with the stable electron configuration of a noble gas, in this case argon. Hence, calcium is almost always divalent in its compounds, which are usually ionic. Hypothetical univalent salts of calcium would be stable with respect to their elements, but not to disproportionation to the divalent salts and calcium metal, because the enthalpy of formation of MX2 is much higher than those of the hypothetical MX. This occurs because of the much greater lattice energy afforded by the more highly charged Ca2+ cation compared to the hypothetical Ca+ cation. Calcium, strontium, barium, and radium are always considered to be alkaline earth metals; the lighter beryllium and magnesium, also in group 2 of the periodic table, are often included as well. Nevertheless, beryllium and magnesium differ significantly from the other members of the group in their physical and chemical behavior: they behave more like aluminium and zinc respectively and have some of the weaker metallic character of the post-transition metals, which is why the traditional definition of the term "alkaline earth metal" excludes them.
Sources: en.wikipedia.org
==== Covalent ==== With the development of bioconjugation technology, there are plenty of strategies to covalently bind an artificial metallocofactor onto a protein scaffold: cysteine residue based chemistry: Cys-meleimide, Cys-α-haloketone, Cys-benzylhalide chemistry and disulfide formation, post-translational bioorthogonal modification based on Amber stop codon suppression (e.g., Click chemistry) enzyme active site modification (e.g., covalent bond formation between lipase and lipase inhibitor).
the stored elastic strain energy which is released as a crack grows. This is the thermodynamic driving force for fracture. the dissipated energy which includes plastic dissipation and the surface energy (and any other dissipative forces that may be at work). The dissipated energy provides the thermodynamic resistance to fracture. Then the total energy is:
Oil-eating bacteria biodegrade oil that has escaped to the surface. Oil sands are reservoirs of partially biodegraded oil still in the process of escaping and being biodegraded, but they contain so much migrating oil that, although most of it has escaped, vast amounts are still present—more than can be found in conventional oil reservoirs. The lighter fractions of the crude oil are destroyed first, resulting in reservoirs containing an extremely heavy form of crude oil, called crude bitumen in Canada, or extra-heavy crude oil in Venezuela. These two countries have the world's largest deposits of oil sands. On the other hand, oil shales are source rocks that have not been exposed to heat or pressure long enough to convert their trapped hydrocarbons into crude oil. Technically speaking, oil shales are not always shales and do not contain oil, but are fined-grain sedimentary rocks containing an insoluble organic solid called kerogen. The kerogen in the rock can be converted into crude oil using heat and pressure to simulate natural processes. The method has been known for centuries and was patented in 1694 under British Crown Patent No. 330 covering, "A way to extract and make great quantities of pitch, tar, and oil out of a sort of stone." Although oil shales are found in many countries, the United States has the world's largest deposits.
Further development of IWP derivatives resulted in improved IWP-based ATP-competitive inhibitors of CK1δ. In summary, it can be concluded that the cellular effects mediated by IWPs are not only due to the inhibition of Porcn, but also to inhibition of CK1δ dependent signaling pathways. These data clearly show a high potential of CK1δ specific inhibitors for personalized therapy concepts for the treatment of various tumor entities (e.g. breast cancer, colorectal cancer, and glioblastoma), leukemia, neurodegenerative disease like AD, PD, and ALs, and sleeping disorders. Furthermore, CK1δ specific inhibitors seem to exhibit high relevance for prognostic applications. In this context [11C] labeled highly potent difluoro-dioxolo-benzoimidazol-benzamides can be used as PET radiotracers and for imaging of AD. Since small molecule inhibitors often have various disadvantages, including low bioavailability, off-target effects as well as severe side effects, the interest in the development and validation of new biological tools like identification of biological active peptides either able to inhibit CK1δ activity or the interaction of CK1δ with cellular proteins is more and more growing. The use of peptide libraries resulted in the identification of peptides able to specifically block the interaction of CK1δ with tubulin, the RNA helicase DDX3X and Axin. Binding of peptide δ-361 to α-tubulin not only lead to blocking of the interaction of CK1δ with α-tubulin, it also selectively inhibited phosphorylation of GST-α-tubulin by CK1δ.
Sources: en.wikipedia.org
It is a set of checks performed before or during an HPLC run to confirm the system works as expected. Parameters may include resolution, tailing factor, theoretical plates, and retention time precision. Failure can trigger maintenance, method adjustment, or repeat analysis.
Validation follows a planned protocol that tests accuracy, precision, specificity, linearity, range, detection limits, quantitation limits, and robustness. Results are compared against predefined acceptance criteria. The validation report supports regulatory filing or routine use.
Revalidation may be needed after changes to column chemistry, mobile phase, detection, sample preparation, or instrument type. It can also follow a pattern of out-of-specification results. The scope depends on whether the change affects method performance.
HPLC separates and detects individual compounds in a liquid sample, producing peaks at characteristic retention times. Peak area or height can be used to estimate concentration when calibrated with known standards. It does not identify unknown compounds with certainty unless additional detectors or reference materials are used.