Karl Fischer titration 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.
Last reviewed on 2026-08-01. Where a claim depends on a specific study, the study is described rather than over-claimed.
The physics of lyophilization couples heat transfer, mass transfer, and phase behavior. Sublimation requires a vapor pressure difference between the ice front and the chamber, and the dried layer adds resistance to vapor flow. Amorphous formulations are characterized by a glass transition temperature of the maximally freeze-concentrated solute, often denoted Tg'. Crystalline bulking agents can provide structure, while amorphous excipients stabilize labile components. Open questions remain about spatial heterogeneity, edge effects, and how laboratory cycles scale to production.
Lyophilization is a drying process in which a solvent, usually water, is removed from a frozen material by sublimation under reduced pressure. The material is first solidified, then placed under vacuum so that ice transitions directly to vapor without a bulk liquid phase. This approach suits heat-sensitive substances that would degrade during conventional evaporation. Primary drying removes unbound ice, while secondary drying reduces water that remains adsorbed to the solid matrix. The result is a porous, lightweight solid that can be reconstituted later.
A typical cycle begins with freezing, sometimes including an annealing step to control ice crystal size. Freezing conditions influence the pore network that later allows vapor escape. During primary drying, shelf temperature and chamber pressure are set so heat enters the product while its temperature stays below the collapse or eutectic point. Secondary drying then raises the shelf temperature to desorb bound water and lower residual moisture. Cycle design depends on formulation, fill volume, container type, and equipment capability.
Handling practices aim to prevent moisture ingress and mechanical damage. Vials should remain stoppered and crimped until use, and reconstitution should follow the labeled diluent and volume. Shipping may involve temperature-controlled containers and desiccants, but direct contact between desiccant and product is avoided. Regulatory guidance expects documented storage conditions, excursion assessments, and stability commitments. Open questions remain about how best to predict long-term stability from short accelerated studies for every formulation class.
After lyophilization, the product is usually a porous cake or powder with a large internal surface area. This structure can absorb moisture quickly if exposed to humid air, so vials are sealed under vacuum or an inert gas. Moisture uptake may lower the glass transition temperature of the dried matrix and accelerate chemical or physical degradation. Storage conditions therefore depend on the formulation, container, and intended shelf life. Some products remain stable at room temperature, while others require refrigeration or freezing.
Quality control for lyophilized products includes appearance, cake structure, reconstitution time, pH, residual moisture, and potency. Residual moisture is a key attribute because excess water can reduce stability, while excessively low moisture may cause structural changes or aggregation in some systems. Stability studies compare real-time and accelerated conditions to estimate shelf life. Analytical methods must be validated for the specific matrix, container, and moisture range. Sterility and container integrity are also monitored for sterile products.
| Property | Value | Notes |
|---|---|---|
| Physical state | Solid, porous cake or powder | Depends on formulation and container |
| Typical storage temperature | 2–25 °C, protected from moisture | Some materials require colder conditions |
| Solubility class | Usually readily soluble after reconstitution | Not an intrinsic chemical property |
| Common analytical method | Karl Fischer titration | Used for residual moisture |
| Common synonyms | Freeze-drying; lyophilisation | Lyophilisation is a spelling variant |
The low pressure used during drying allows water vapor to move from the ice surface to a cold condenser. Energy supplied as heat drives sublimation but must stay below the collapse temperature of the frozen matrix. If the product becomes too warm, the frozen structure may soften or melt, reducing pore formation and slowing drying. Formulations often include bulking agents, stabilizers, or buffers to support a rigid cake. The final moisture content depends on formulation, freezing rate, and the length of secondary drying.
Freeze-drying is distinct from simple evaporation and from spray drying. Evaporation removes water at temperatures above freezing, while spray drying rapidly dries droplets in a heated gas stream. Lyophilization avoids high temperatures, which can be useful for heat-sensitive materials such as proteins, vaccines, and some foods. The porous cake produced by sublimation dissolves or rehydrates more quickly than a dense dried mass. Not all materials tolerate freezing or the pH shifts that can occur as solutes concentrate during ice formation.
Lyophilization removes water from a frozen material by sublimation under reduced pressure. The process begins with freezing, which converts liquid water into ice and fixes the structure of the sample. After freezing, primary drying lowers pressure so ice changes directly to vapor without passing through a liquid phase. Secondary drying then removes bound water that remains after ice sublimation. The result is a dry, porous solid that often retains its original shape.
Reconstitution involves adding a suitable diluent, often sterile water or a buffer, to the dried cake. Gentle swirling or inversion helps dissolve the material without creating excessive foam. The time required for complete dissolution can range from seconds to several minutes and depends on the cake structure and the diluent. Improper reconstitution, such as vigorous shaking or using the wrong diluent, can cause protein aggregation or loss of activity. After reconstitution, the product may have a limited shelf life and should be used according to its labeling.
Lyophilized products are typically hygroscopic and require protection from moisture during storage. Manufacturers seal them in glass vials, often under vacuum or an inert gas such as nitrogen. The container closure system, including the stopper and crimp seal, must prevent water vapor ingress. Storage temperature varies from controlled room temperature to refrigerated or frozen conditions, depending on the formulation. Humidity-controlled environments are essential because even brief exposure to ambient air can degrade the product.
The physics of freeze-drying couples heat transfer, mass transfer, and phase change. Heat supplied through the shelf must reach the sublimation front without melting the ice or degrading the product. Water vapor then travels through the already dried layer and leaves the chamber, where low pressure and cold traps keep it from returning. The dried layer acts as a resistance to vapor flow, so drying rate changes as the front recedes. Open questions remain about how pore structure and formulation heterogeneity affect drying uniformity at larger scales.
Lyophilization removes water from a frozen material by sublimation under reduced pressure. The process begins with freezing, which converts liquid water into ice and concentrates dissolved solids. Primary drying then lowers chamber pressure so ice changes directly into vapor without passing through a liquid phase. Secondary drying raises the shelf temperature to remove bound water that remains after ice sublimation. The result is a dry, porous structure that can be reconstituted later.
Stability of a lyophilized solid depends on water content, temperature, and the physical state of the formulation. Amorphous products may slowly absorb moisture and drop below their glass transition temperature, causing collapse or crystallization. Some proteins and peptides can aggregate even in a dry state, especially when exposed to heat or moisture. Accelerated stability studies at elevated temperature and humidity help estimate shelf life, but real-time data remain the basis for expiration dating.
After drying, a lyophilized product is usually sealed under vacuum or an inert gas to limit moisture and oxygen exposure. The container closure system matters because stoppers and seals can allow moisture ingress over time. Storage conditions are selected from stability studies that track potency, cake appearance, and reconstitution behavior. Many freeze-dried materials are kept at controlled room temperature, while some require refrigeration or protection from light.
Quality control for freeze-dried forms includes visual inspection, water content measurement, and reconstitution time. A satisfactory cake is typically uniform, porous, and intact, although minor shrinkage or cracking may be acceptable if specifications allow. Karl Fischer titration, thermal gravimetric analysis, and near-infrared spectroscopy are used to measure water content. Reconstitution is assessed by adding a specified diluent and recording the time and ease of dissolution. Microbiological and particulate tests are added when the product is sterile or intended for injection.
Soon after Crick's death, there have been allegations about him having used LSD when he came to the idea of the helix structure of the DNA. While he almost certainly did use LSD, it is unlikely that he did so as early as 1953. In the late 1960s he was given LSD by Henry Todd who met Crick through his girlfriend who had modelled for Crick's wife.
The case Blizzard Entertainment v. Valve Corporation was settled out of court in May 2012; Valve retained the right to use Dota commercially, while Blizzard reserved the right for fans to use Dota non-commercially. Blizzard changed the names of its own projects to remove the Dota term, and renamed Blizzard All-Stars as Heroes of the Storm. Valve's Dota 2 was released in 2013. In 2014, mobile developers Lilith and uCool released its games Dota Legends and Heroes Charge, respectively. Both were influenced by Dota and the sequels. In 2017, Valve and Blizzard took joint action against these companies, citing copyright issues related to the Dota names. uCool argued that the Dota games were a collective work and could not be copyrighted by anyone in particular, but the presiding judge, Charles R. Breyer, felt that, due to the trio's actions as maintainers of the Dota mods, they had a rightful copyright claim to this. Separately, Lilith and uCool argued that Eul had, in a forum post from September 2004, assigned an open-source copyright license to Dota, which would make Valve and Blizzard's copyright claims void. The case was later heard by a jury.
=== Hippurate === The Hippurate diagnostic test is used to differentiate between Gardnerella vaginalis, Campylobacter jejuni, Listeria monocytogenes and group B streptococci using the chemical Hippurate. The Hippurate hydrolysis pathway, capable by organisms with the necessary enzymes, produces glycine as a byproduct. Using the indicator ninhydrin, which changes color in the presence of glycine, will display either a colorless product, a negative result, of a dark blue color, a positive result.
=== Foreign policy shift === From the outset, the Aznar government was committed to greater Spanish involvement in international actions. Thus, the need to seek a new model of Armed Forces that would make them more operational was raised, which, together with the spectacular growth of conscientious objector inclined the PP towards the formula of an exclusively professional army by putting an end to compulsory military service ─ thus abandoning the mixed model implemented by the Socialists.
== Extraction == β-glucan extraction from oat can be difficult due to tendency of depolymerization – which often occurs in high pH. Thus β-glucan extraction is usually performed under a more neutral pH and generally at temperatures of 60–100 °C (140–212 °F). Usually β-glucan is solubilized in the extraction process with residual starch, which is then removed by hydrolysis with alpha-amylase. The residual solution usually contains coextracts of hemicelluloses and proteins which can then be separated through selective precipitation. Through wet milling, sieving, and solvent-extraction, oat beta-glucans can achieve up to 95% extraction purity.
Sources: en.wikipedia.org
=== ISCEA Expansion into Asia-Pacific === ISCEA has been supporting supply chain education and providing with certification in the Asia-Pacific region since 2007. Some countries in APAC in which supply chain professionals are acquiring their supply chain certification credentials from ISCEA include India, Pakistan, Bangladesh Indonesia,
pasta bread cookies snacks (chips, nachos) smoothies Cricket flour can be utilized as a complete replacement for flour. The taste is described as very nutty, and foods normally prepared with wheat flour may cook differently.
== Awards and honors == 2017, "From Discovery to Precision Medicine: Mass Spectrometry Through the Years and Beyond" at Pittcon 2017, a session focused on the contributions of Robert E. Finnigan 2008, Selected for "Legends of Environmental Chemistry" by American Chemical Society, ACS annual meeting, New York 1999, Instrumentation Hall of Fame (Charter Member) by Pittcon, American Chemical Society and Chemical Heritage Foundation 1994, Selected as a Pioneer in Development of Analytical Instrumentation by Pittsburgh Conference (Pittcon) and American Chemical Society 1980, Distinguished Service in Engineering, College of Engineering, University of Illinois 1975, Distinguished Alumni Award, Electrical and Computer Engineering Department, University of Illinois
74 totally occluded vessels and 47 subtotally occluded vessels were identified in this study, and the presence of total occlusion was the most significant predictor of the existence of collaterals. 63 of 74 (85%) of the "totalled" vessels were accompanied by evidence of collaterals, compared to 8 of 47 (17%) of the subtotalled vessels (p=0.001). Collaterals were completely absent beside arteries with less than 90% stenosis. Totally occluded arteries were found in 29 of 57 patients in the group without Q-wave myocardial infarctions, and all 29 showed collaterals. In comparison, 76% of those who lacked totally occluded arteries showed collaterals (p is less than 0.005). In contrast, all 24 of those 57 patients without Q-wave MI's who did not have collaterals had subtotal stenosis of their diseased vessel. Though smoking, cholesterol levels, and the presence of angina did not differ between the groups, the presence of subendocardial infarction was significantly greater in those with collaterals, suggesting either that subendocardial infarction precipitates the formation of collaterals to an extent comparable to Q-wave infarcts, or that preexisting collaterals prevent subendocardial infarctions from becoming transmural infarctions. Among several Japanese studies utilizing the ergovine-provocative spasm test to simulate ischemia in man and beast, including those of Takeshita and Tada, one by Yamagishi found that spasm in the LAD resulted in (1) ST segment elevation more commonly in those without collaterals than in those with them (8 of 9 vs.
Sources: en.wikipedia.org
Monazite can form in fabrics caused by deformation. Monazite may be present as elongate grains aligned in foliation. It can be interpreted that either the monazite formed before the shearing and was aligned during shearing, or formed at the same time as the shearing. It thus provides an upper limit of the shearing age. For example, if the monazite is dated 800 Ma, the age of shearing cannot be older than 800 Ma. However, it can also be interpreted that the monazite grew along the foliation of other minerals long after the shearing. This problem can be solved by analysing the compositional domains of monazite. Monazite along existing foliation would have a tendency to grow at the two ends along the foliation. If we can find monazite overgrowths with different compositions and ages along at the two opposite ends of the grain, it is likely that the date of the monazite overgrowth is younger than the shearing.
=== Pharmacokinetics === Due to the presence of its C17α methyl group, methylestradiol cannot be deactivated by oxidation of the C17β hydroxyl group, resulting in improved metabolic stability and potency relative to estradiol. This is analogous to the case of ethinylestradiol and its C17α ethynyl group.
== History == The first SARMs were arylpropionamides derived from the nonsteroidal antiandrogen bicalutamide. They were discovered by James T. Dalton and colleagues at the University of Tennessee and other institutions and were first described in a paper published in 1998. At the time, these AR agonists were referred to as "nonsteroidal androgens", a drug class that had not been previously described. By 1999 however, on the basis of the selective estrogen receptor modulator (SERM)-like mixed agonist–antagonist and tissue-selective activity of these nonsteroidal AR agonists, the term "selective androgen receptor modulator" or "SARM" was introduced and adoption of this name had begun. The arylpropionamide SARM andarine (GTx-007; S-4) was first described in the literature by 2002. In 2003, arylpropionamide AR agonists, including andarine, were first reported to possess SARM-type tissue selectivity in vivo. Enobosarm (GTx-024; S-22), another arylpropionamide SARM, was first identified in 2004 and was first described in the literature in 2005. GTx, a pharmaceutical company founded in Memphis, Tennessee in 1997, licensed the rights to enobosarm from the University of Tennessee Research Foundation and began developing it as a pharmaceutical drug. A phase 1 clinical trial employing enobosarm had been completed by 2005. By 2007, enobosarm was in a phase 2 trial, and that year GTx signed an exclusive license agreement for its SARM program with Merck & Co. The companies ended the deal in 2010.
=== Displacement === After the entire sample is loaded, the feed is switched to the displacer, chosen to have higher affinity than any sample component. The displacer forms a sharp-edged zone at the head of the column, pushing the other components downstream. Each sample component now acts as a displacer for the lower-affinity solutes, and the solutes sort themselves out into a series of contiguous bands (a "displacement train"), all moving downstream at the rate set by the displacer. The size and loading of the column are chosen to let this sorting process reach completion before the components reach the bottom of the column. The solutes appear at the bottom of the column as a series of contiguous zones, each consisting of one purified component, with the concentration within each individual zone effectively uniform.
The permissible limits for ionizing radiation intensity are consistently being revised downward. The concept of radiation protection now includes regulations for the handling of non-ionizing radiation. In the Federal Republic of Germany, radiation protection regulations are developed and issued by the Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV). The Federal Office for Radiation Protection is involved in the technical work. In Switzerland, the Radiation Protection Division of the Federal Office of Public Health is responsible, and in Austria, the Ministry of Climate Action and Energy.
Sources: en.wikipedia.org
Freezing only converts liquid to solid. Lyophilization adds vacuum and controlled warming so frozen solvent sublimes, leaving a dry porous solid. The two steps are related but not interchangeable.
Reduced pressure keeps the solvent below its triple point, allowing ice to become vapor without melting. Vacuum also helps remove water vapor from the product chamber. The exact pressure is chosen with the formulation and equipment.
Residual moisture is water that remains in the dried solid after secondary drying. It is often measured by Karl Fischer titration, near-infrared spectroscopy, or thermogravimetry. Acceptable levels depend on the material and its stability profile.
Collapse occurs when the product temperature rises above its collapse or eutectic temperature during drying. The frozen matrix loses structure, producing a shrunken or melted appearance. This can slow reconstitution and may affect stability.