If you have been reading about Karl Fischer titration 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 2026-04-28. Where a claim depends on a specific study, the study is described rather than over-claimed.
Freeze-dried materials are hygroscopic to varying degrees and can take up moisture after drying. Storage therefore often uses sealed glass vials, rubber stoppers, and crimp seals to limit contact with ambient humidity. A desiccant may be included for moisture-sensitive products, although it is not universal. Controlled room temperature is sufficient for many lyophilizates, while others require refrigeration or freezing. Moisture ingress remains a primary cause of cake collapse, chemical degradation, and loss of reconstitution performance.
Quality assessment of a lyophilized product includes cake appearance, residual moisture, reconstitution time, and container closure integrity. A uniform, porous cake suggests that freezing and drying stayed within the formulation's design space. Cracks, shrinkage, meltback, or a glassy film can indicate thermal abuse or a formulation problem. Analysts also test for subvisible particles and sterility when the product requires those specifications. Visual inspection alone cannot confirm biological activity or chemical stability, so it is combined with analytical methods.
Stability programs monitor lyophilized products under defined temperature and humidity conditions over time. Real-time studies at recommended storage conditions are the reference, while accelerated studies provide early signals of degradation pathways. Because a dry cake can still undergo oxidation, hydrolysis, or aggregation, stability depends on residual moisture, excipients, and container headspace. Open questions include how best to predict long-term stability from short accelerated runs and how vial-to-vial variability affects shelf life. Current guidance treats these predictions as product-specific rather than universally generalizable.
The process usually has three stages: freezing, primary drying, and secondary drying. Freezing sets the ice crystal structure and can determine pore size in the final cake. Primary drying removes free ice by sublimation at low pressure and low shelf temperature. Secondary drying removes bound water by raising the shelf temperature, although some water may remain as part of the solid. Cycle parameters depend on formulation, fill volume, vial type, and equipment performance.
The physical chemistry of freezing influences whether a formulation forms an amorphous glass or a crystalline solid. Amorphous systems can collapse if product temperature rises above the glass transition temperature of the freeze concentrate. Crystalline systems may show eutectic melting, where ice and solute melt together at a fixed temperature. Formulators add bulking agents, lyoprotectants, and buffers to preserve structure and biological activity. The optimum cycle keeps product temperature below critical thresholds during primary drying while allowing efficient sublimation.
| Property | Value | Notes |
|---|---|---|
| Cake appearance | Uniform porous plug | Cracks, shrinkage, or meltback suggest process deviation. |
| Reconstitution time | 10 seconds to 5 minutes | Depends on cake structure, diluent, and agitation. |
| Typical storage humidity | Below 60% relative humidity | Lower humidity limits moisture uptake by hygroscopic cakes. |
| Container closure | Glass vial, elastomer stopper, crimp seal | Seal integrity limits moisture and oxygen ingress. |
| Common moisture test | Karl Fischer titration | Measures residual water content in the dried solid. |
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.
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 primary drying, secondary drying removes water that remains bound to the material. This stage raises the shelf temperature while maintaining low pressure, which encourages desorption of unfrozen water. Residual moisture can be reduced to a low percentage, improving stability for many products. The process parameters, including freezing rate, shelf temperature, and chamber pressure, influence the final pore structure and reconstitution behavior. Control of these variables helps prevent collapse or meltback during drying.
A formulation often contains excipients that protect the active ingredient during freezing and drying. Bulking agents provide structure, while lyoprotectants stabilize sensitive molecules. The freezing step can produce ice crystals whose size and distribution affect the drying rate, and cycle design includes freezing, annealing, and drying phases. If the product temperature rises above a critical value, the cake may collapse or lose its porous structure. Successful lyophilization therefore depends on the interaction between formulation, equipment, and cycle design.
Lyophilization is a dehydration process that removes water from a frozen material by sublimation under low pressure. The material is first frozen to convert liquid water into ice. Next, the pressure is reduced below the triple point of water so that ice changes directly into vapor without passing through a liquid phase. This step is called primary drying. The result is a porous solid or cake that retains the original shape of the frozen solution.
Residual moisture is a key quality attribute for lyophilized products. Water that remains after secondary drying can affect chemical stability, cake structure, and shelf life. Karl Fischer titration is a common method for measuring water content in the dried solid. The target range varies by product, but many biologics are dried to between 0.5% and 3% water by weight. Acceptable limits are set during development and confirmed by stability studies.
Stability studies examine how temperature, humidity, and time influence a lyophilized product. Accelerated conditions provide early information about degradation pathways, while long-term studies support shelf-life claims. The glass transition temperature of the dried formulation can indicate its physical stability, and storage above this temperature may increase molecular mobility and lead to collapse or aggregation. Container closure integrity also matters because moisture or oxygen ingress can degrade the product, so vial stoppers and seals are part of the quality system.
Handling and storage practices aim to keep the cake intact and dry. Vials are typically stored upright at controlled temperatures, often between 2 °C and 8 °C or at -20 °C for longer-term use. Reconstitution involves adding a suitable diluent and gently mixing until the solid dissolves. Shaking or rapid injection of diluent can create foam or damage sensitive molecules. Once reconstituted, the product may require refrigeration and use within a defined period.
=== ES-SCLC === The common metastasis sites of SCLC include the lung, brain, bone, adrenal gland, liver, colorectum, and lymph nodes. If the tumor metastasises to the brain, It is necessary to comprehensively evaluate the patient's condition in combination with PET/CT and MRI. In patients with brain metastases from small cell lung cancer, MRI has specificity and sensitivity of 75% to 90% and 70% to 85%, respectively. In MRI, T1- and T2-weighted images had medium-to-high signal intensity. Presently, brain metastasis diagnosis by FDG-PET/CT often uses TBR ≥1.6 of increased absorption as the appropriate diagnostic index for positive brain metastasis. Researchers also found cerebellum is the risk site with a high incidence of metastasis. In patients with SCLC brain metastasis, the general manifestation on plain CT is of low and medium density, and high-density signals of lesions are rare. However, the imaging with enhanced CT is more clear, showing obvious enhanced signals of cancer lesions. The extensive low-density edema zone of finger edema can be observed. What's more, it is difficult to detect small metastasis in the brain <0.5 cm, which contributes to the high false-positive rate of brain CT.
At the beginning of the North African campaign, Brigadier General Lyman L. Lemnitzer accompanied Major General Mark Wayne Clark by submarine to North Africa. Upon arrival, about 60 officers were awarded the Legion of Merit and were among the first awarded the medal. By some misunderstanding as to the rules governing the awards, these 60 American officers were awarded the degree of Officer. According to Lemnitzer, President Roosevelt was quite annoyed but did not rescind the awards. These were the only U.S. officers (or service personnel of any rank) awarded the Legion of Merit with a degree. In 1943 Willem Jan Kruys received the Legion of Merit (Officer) in Australia as captain of the Dutch destroyer HMNS Tjerk Hiddes for the three rescue trips to Timor in December 1942 during which 1100 people were saved from the beaches of Timor under Japanese occupation. The certificate was signed by President Roosevelt personally. In 1960 Kruys received the Legion of Merit again when retired as vice-admiral of the Royal Dutch Navy, this time with gold star and combat V. In March 1945, Colonel Hsieh Mang, of the Chinese Army was awarded the Legion of Merit for his work with the First American Volunteer Group "Flying Tigers". In 1945, Lieutenant Colonel William E. Fairbairn, a former British General Service Corps who transferred to United States as "officer in rent" to train SOE agents and later the Office of Strategic Services (OSS), for his achievements in training OSS personnel. Fairbairn eventually rose to the rank of lieutenant-colonel by the end of the war, and received the U.S.
=== Occupational therapy === Occupational therapy—often abbreviated OT—is the "use of productive or creative activity in the treatment or rehabilitation of physically, cognitively, or emotionally disabled people." Most commonly, occupational therapists work with people with disabilities to enable them to maximize their skills and abilities. Occupational therapy practitioners are skilled professionals whose education includes the study of human growth and development with specific emphasis on the physical, emotional, psychological, sociocultural, cognitive and environmental components of illness and injury. They commonly work alongside clinical psychologists in settings such as inpatient and outpatient mental health, pain management clinics, eating disorder clinics, and child development services. OT's use support groups, individual counseling sessions, and activity-based approaches to address psychiatric symptoms and maximize functioning in life activities.
=== Loss of solubility === When proteins are folded, they fold so as to keep their hydrophobic parts on the inside (away from water) and their hydrophilic parts on the outside (contacting the water). This makes them soluble enough not to precipitate. However, when denatured the surface of the protein is partly hydrophobic and partly hydrophilic (as it no longer has an "inside" in which to hide the hydrophobic parts), causing it to become insoluble in water. The hydrophobic parts of the denatured proteins stick together, forming a network (gel): this is called coagulation. The coagulation of denatured proteins is the reason eggs solidify when cooked. When acid is added to milk, the protein casein denatures and coagulates (with fat and water inclusions from the milk) into curds, the first step in making cheese; although milk can also be made to curdle (i.e. casein to coagulate) by other methods, for example the addition of enzymes like chymosin.
Sources: en.wikipedia.org
There are approximately 30 records of humans killed by cone snails. Human victims suffer little pain, because the venom contains an analgesic component. Some species reportedly can kill a human in under five minutes, thus the name "cigarette snail" as supposedly one only has time to smoke a cigarette before dying. Cone snails can sting through a wetsuit with their harpoon-like radular tooth, which resembles a transparent needle. Normally, cone snails (and many species in the superfamily Conoidea) use their venom to immobilize prey before engulfing it. The venom consists of a mixture of peptides, called conopeptides. The venom is typically made up of 10 to 30 amino acids, but in some species as many as 60. The venom of each cone snail species may contain as many as 200 pharmacologically active components. It is estimated that more than 50,000 conopeptides can be found, because every species of cone snail is thought to produce its own specific venom. Cone-snail venom has come to interest biotechnologists and pharmacists because of its potential medicinal properties. Production of synthetic conopeptides has started, using solid-phase peptide synthesis. A component of the venom of Conus magus, ω-conotoxin, is now marketed as the analgesic ziconotide, which is used as a last resort in chronic and severe pain. Conopeptides are also being looked at as anti-epileptic agents and to help stop nerve-cell death after a stroke or head injury.
In early 2022, as a result of the 2022 Russian invasion of Ukraine, the United States and other countries placed the Russian Direct Investment Fund (RDIF) on the list of sanctioned Russian entities and people, significantly reducing Sputnik V's commercial prospects. The Gam-COVID-Vac vaccine itself is available in two forms: frozen (vaccine storage: below −18 °C) and liquid (vaccine storage: from +2 to +8 °C, produced a little). In addition to the main vaccine, vaccines and its derivatives were registered: Gam-COVID-Vac-Lyo (Russian: Гам-КОВИД-Вак-Лио, freeze dried powder version), Sputnik Light (Russian: Спутник Лайт, used for revaccination, as well as vaccination of foreigners in Russia), Gam-COVID-Vac-M (Russian: Гам-КОВИД-Вак-М, for vaccination of adolescents 12–17 years old).
Soaking and cooking: The soybeans are soaked in water and boiled until cooked. Wheat is roasted and crushed. Koji culturing: Equal amounts of boiled soybeans and roasted wheat are mixed to form a grain mixture. A culture of Aspergillus spore is added to the grain mixture and mixed, or the mixture is allowed to gather spores from the environment itself. The cultures include: Aspergillus: a genus of fungus that is used for fermenting various ingredients (the cultures are called koji in Japanese). Three species are used for brewing soy sauce: A. oryzae: Strains with high proteolytic capacity are used for brewing soy sauce. A. sojae: This fungus also has a high proteolytic capacity. A. tamarii: This fungus is used for brewing tamari, a variety of soy sauce. Saccharomyces cerevisiae: the yeasts in the culture convert some of the sugars to ethanol which can undergo secondary reactions to make other flavor compounds Other microbes contained in the culture: Bacillus spp. (genus): This organism is likely to grow in soy sauce ingredients, and to generate odors and ammonia. Lactobacillus species: This organism makes a lactic acid that increases the acidity in the feed. Brewing: The cultured grain mixture is mixed into a specific amount of salt brine for wet fermentation or with coarse salt for dry fermentation and left to brew. Over time, the Aspergillus mold on the soy and wheat break down the grain proteins into free amino acid and protein fragments and starches into simple sugars. This amino-glycosidic reaction gives soy sauce its dark brown color.
Sources: en.wikipedia.org
A research study in which the medical records of groups of individuals who are alike in many ways but differ by a certain characteristic (for example, female nurses who smoke and those who do not smoke) are compared for a particular outcome. Also called a retrospective cohort study. (NCI) Historical control subject
Among the notable guests on Galloway's RT programmes have been Gilad Atzmon, and Shlomo Sand. In the register of members' financial interests published at the end of January 2015, Galloway disclosed that he had earned £293,450 from his television broadcasting in the previous year and had received almost £70,000 in travelling expenses and hotel stays. For the period November 2013 to February 2015, Galloway was paid £100,000 for his appearances on RT, the highest payment to any British politician working for the channel. In 2016, Galloway presented a documentary film, The Killing$ of Tony Blair.
== Nutritional profile == The nutritional profiles of edible insects are highly variable given the large number of species consumed. In addition to species differences, nutritional content can be affected by geographic origin and production method (wild or farmed), diet, age, development stage, and sex. For instance, female house crickets (Acheta domestica) contain more fat than males, while males contain more protein than females. Some insects (e.g. crickets, mealworms) are a source of complete protein and provide similar essential amino acid levels as soybeans, though less than casein. They have dietary fiber, essential minerals, vitamins such as B12, riboflavin and vitamin A, and include mostly unsaturated fat. Locusts contain between 8 and 20 milligrams of iron for every 100 grams of raw locust, whereas beef contains roughly 6 milligrams of iron in the same amount of meat. Crickets are also very efficient in terms of nutrients. For every 100 grams of substance crickets contain 12.9 grams of protein, 121 calories, and 5.5 grams of fat. Beef contains more protein, containing 23.5 grams in 100 grams of substance, but also has roughly triple the calories and four times the amount of fat as crickets do in 100 grams.
== Adverse effects == The US Food and Drug Administration (FDA) prescribing information for taletrectinib includes warnings and precautions for hepatotoxicity, interstitial lung disease/pneumonitis, QTc interval prolongation, hyperuricemia, myalgia with creatine phosphokinase elevation, skeletal fractures, and embryo-fetal toxicity.
Sources: en.wikipedia.org
Many dried cakes are hygroscopic and can adsorb water during storage or handling. Absorbed moisture may lower the glass transition temperature and promote chemical reactions. Sealed packaging and controlled humidity reduce this risk.
Cake collapse usually means the product became too warm during the drying cycle. The dried matrix loses porosity and may appear shrunken or glassy. Collapse can slow reconstitution and may signal altered stability, though not every collapsed cake fails specifications.
Karl Fischer titration is a common method for measuring residual water in lyophilized solids. Loss on drying and thermogravimetric analysis are also used in some settings. The chosen method should be validated for the specific formulation and moisture range.
The main change is sublimation, in which ice becomes water vapor without melting into liquid water. This occurs when the chamber pressure is held below the vapor pressure of ice while mild heat is supplied. The result is a dry, porous solid that retains much of its original shape.