If you have been reading about Karl Fischer 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.
Updated 2026-01-13. Numbers and descriptions here follow the published literature rather than marketing material.
Lyophilization, also called freeze-drying, is a dehydration process in which a solvent, usually water, is frozen and then removed by sublimation under reduced pressure. The method preserves heat-sensitive materials that would degrade in conventional drying. Large-scale use grew during the mid-twentieth century for blood plasma and antibiotics, and it later expanded to vaccines, enzymes, foods, and advanced materials. The process produces a dry, porous solid that usually reconstitutes rapidly. It is distinct from simple evaporation because the solvent bypasses the liquid phase during primary removal.
The process generally proceeds in three stages: freezing, primary drying, and secondary drying. During freezing, controlled cooling converts water into ice and may also crystallize or vitrify solutes. In primary drying, the pressure is lowered below the triple point, and heat is supplied so ice sublimes directly to vapor. Secondary drying removes water that remains bound to the solid matrix, yielding a low final water content. Product temperature must stay below the collapse or glass transition temperature to maintain structure. Cycle design therefore balances shelf temperature, chamber pressure, and time.
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.
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.
| Property | Value | Notes |
|---|---|---|
| Common names | Lyophilization; freeze-drying | Terms used interchangeably. |
| Phase change | Sublimation | Ice converts directly to vapor under vacuum. |
| Typical chamber pressure | 0.01–1 mbar | Below the triple point of water. |
| Primary drying product temperature | −40 to −10 °C | Kept below collapse or glass transition temperature. |
| Water content after drying | 0.5–3% w/w | Varies with formulation and cycle. |
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.
Stability of a lyophilized product depends on its glass transition temperature, the temperature at which the amorphous cake transitions from a glassy to a rubbery state. Storage below this temperature minimizes molecular mobility and slows chemical degradation. If the storage temperature exceeds the glass transition temperature, the cake may collapse, shrink, or become sticky. Accelerated stability studies at elevated temperatures and humidity help predict shelf life, but they do not always reflect real-time behavior. Residual moisture content also plays a critical role in long-term stability.
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.
In practice, lyophilization is slower and more energy intensive than simple drying. Cycle times can range from hours to several days depending on load, container, and formulation. Amorphous materials may require excipients that help preserve structure during freezing and drying. The method is widely used for biological materials, pharmaceuticals, and foods where heat drying would cause unacceptable change. Open questions remain about scaling cycles between laboratory and production equipment, and this gap affects technology transfer.
Lyophilization removes water by freezing a material and then lowering pressure so ice changes directly to vapor. The process relies on sublimation, the phase transition from solid to gas without an intermediate liquid state. Because the material remains frozen during primary drying, the structure often stays porous. This porous matrix can rehydrate quickly when water is added back. The low pressure also allows vapor to leave the solid matrix without boiling.
Quality control for freeze-dried lots combines visual inspection with instrumental tests. Cake appearance, color, and shrinkage are recorded against a reference, while residual moisture is measured by Karl Fischer titration or loss on drying. Thermal analysis can reveal phase transitions and crystallization events, and X-ray diffraction distinguishes amorphous from crystalline solids. Microbiological tests and container closure integrity checks are also routine for sterile products. Analytical methods must be validated for the matrix, because excipients and low moisture can affect accuracy. Open questions include how best to predict long-term stability from short-term data.
Lyophilized solids are often hygroscopic, so handling occurs in controlled low-humidity areas or glove boxes when the material is exposed. Vials remain sealed with elastomeric stoppers and aluminum crimps until use, because airborne moisture can raise residual water and shorten shelf life. The porous cake is fragile and may crack, shrink, or powder during transport. Personnel typically avoid repeated warming and cooling of sealed units, which can draw moisture through closures. These practices aim to preserve the low water content achieved during drying.
== College career == Bill Denehy, head coach of the University of Hartford, offered Bagwell a scholarship in spite of baseball not being his primary sport. Bagwell's acceptance of Hartford's baseball scholarship was based at least in part on the lack of a professional soccer league in the United States at the time. At Hartford, Denehy switched Bagwell to third base. Over three seasons playing for Hartford, he batted .413 in 400 at bats, a school record, and, for a time, a New England collegiate record. He also was the school's career home run (31) and run batted in (126) leader when he was drafted, and a two-time Eastern College Athletic Conference player of the year. In 1987 and 1988, he played collegiate summer baseball for the Chatham A's of the Cape Cod Baseball League, and in 1988 was named the starting third baseman for the East Division in the league's annual all-star game.
JRT, also known as isotryptamine-LSD, is a serotonin receptor modulator, psychoplastogen, and serotonergic psychedelic related to lysergic acid diethylamide (LSD). It is the analogue of LSD in which the embedded tryptamine structure within the ergoline ring system of LSD has been replaced with an isotryptamine structure. The drug acts as a non-selective serotonin receptor modulator, including as a partial agonist of the serotonin 5-HT2A receptor and as an agonist or antagonist of various other serotonin receptors. The drug has psychedelic-like, psychoplastogenic, antipsychotic-like, antidepressant-like, and pro-cognitive effects in animals and preclinical studies, whilst lacking apparent pro-psychotic-like effects. It has significant but reduced psychedelic-like effects compared to LSD in animals. The drug is a racemic mixture of (+)- and (–)- enantiomers, with (+)-JRT being the active and employed form. JRT was first described in the scientific literature by 2022 and was described in greater detail in 2025. It was developed by David E. Olson and colleagues in association with Delix Therapeutics. The drug is being investigated as a possible treatment for schizophrenia.
== History == FNDC5 was first discovered in 2002 during a genome search for fibronectin type III domains and independently, in a search for peroxisomal proteins. The ectodomain was proposed to be cleaved to give a soluble peptide hormone named irisin. Separately it was proposed that irisin is secreted from muscle in response to exercise, and may mediate some beneficial effects of exercise in humans and the potential for generating weight loss and blocking diabetes has been suggested. Others questioned these findings. A 2021 review highlights new discoveries of irisin in brain function and bone remodeling, but criticizes all studies using commercial antibody assays to measure irisin concentrations. It also raises a question of how an exercise hormone could arise in evolution. Shortly afterwards, a study using FNDC5 knock-out mice as well as artificial elevation of circulating irisin levels showed that irisin confers beneficial cognitive effects of physical exercise and that it can serve an exercise mimetic in mice. This regulatory system is therefore investigated for potential interventions to improve cognitive function or alleviate Alzheimer's disease.
Under the Nobel Foundation statutes, Hahn had six months to deliver the Nobel Prize lecture, and until 1 October 1946 to cash the 150,000 Swedish krona cheque. Hahn was repatriated from Farm Hall on 3 January 1946, but it soon became apparent that difficulties obtaining permission to travel from the British government meant that he would be unable to travel to Sweden before December 1946. Accordingly, the Academy of Sciences and the Nobel Foundation obtained an extension from the Swedish government. Hahn attended the year after he was awarded the prize. On 10 December 1946, the anniversary of the death of Alfred Nobel, King Gustav V of Sweden presented him with his Nobel Prize medal and diploma. Hahn gave 10,000 krona of his prize to Strassmann, who refused to use it.
Sources: en.wikipedia.org
=== Other live performances === Clipse performed at the DuSable Black History Museum in Chicago, Illinois on August 24, 2024, for the Pepsi Dig In Day Block Party—a free event celebrating Black-owned restaurants. Clipse performed "Ace Trumpets" on June 26, 2025, for A Colors Show—a live performance series by German media company ColorsxStudios. Audio of the performance was released as a single on streaming services the same day. They performed an NPR Tiny Desk concert on July 11, concurrently with the album's release. A few days later, on July 15, they performed "The Birds Don't Sing" on The Tonight Show Starring Jimmy Fallon. During 2025 Jubilee, the "World Meeting on Human Fraternity 2025" took place on the St. Peter's Square at the Vatican City on 12 and 13 September, with concert of Andrea Bocelli, Pharrell Williams with the gospel choir Voices of Fire, and John Legend. Clipse performed the song "The Birds Don't Sing" along with John Legend at the second date during the Grace For The World concert on September 13, making history for being the first rappers to ever perform at the Vatican City. The duo performed "So Be It" on Jimmy Kimmel Live! in October 2025.
Solid-liquid extraction based ambient ionization is based on the use of a charged spray, for example electrospray to create a liquid film on the sample surface. Molecules on the surface are extracted into the solvent. The action of the primary droplets hitting the surface produces secondary droplets that are the source of ions for the mass spectrometer. Desorption electrospray ionization (DESI) is one of the original ambient ionization sources and uses an electrospray source to create charged droplets that are directed at a solid sample. The charged droplets pick up the sample through interaction with the surface and then form highly charged ions that can be sampled into a mass spectrometer. Desorption atmospheric pressure photoionization (DAPPI) is a solid-liquid extraction ambient ionization method that enables the direct analysis of samples deposited on surfaces by means of a jet of hot solvent vapour and ultraviolet light. The hot jet thermally desorbs the sample from a surface and the vaporized sample is ionized by a vacuum ultraviolet light and consequently sampled into a mass spectrometer.
== Banana equivalent dose == Potassium-40 is famous for its usage in the banana equivalent dose, an informal unit of measure, primarily used in general educational settings, to compare radioactive dosages to the amount received by eating one banana. If a banana weighing 120 grams has a concentration of 350 mg potassium per 100 grams, then it contains 420 mg. If the human body contains about 126 grams of potassium and this potassium gives an effective dose of 200 μSv per year (see above), then the potassium in a banana would theoretically add (0.420/126)200 ≈ 0.67 μSv per year, under the assumptions that all of the radiation produced by potassium-40 is absorbed in the body (mostly true, as most of the radiation is beta-minus radiation, which has a short range). If the biological half-life of potassium is taken as 38 days (this of course depends on how much potassium is ingested per day) then the effective dose integrated over time is (0.67)(38/365)/ln(2)⇔0.1 μSv, and this value is taken as the "banana equivalent dose'. At the estimated 0.1 μSv, one banana equivalent dose is around 1% of the average American's daily exposure to radiation. In actual fact, eating a banana will not add 0.1 μSv of dose, because the potassium concentration in the body is controlled, so it will not remain elevated for weeks.
1921 Research on the role of pancreas in the nutritive assimilation 1922 Frederick Banting, Charles Best and James Collip use bovine insulin extract in humans at Connaught Laboratories in Toronto, Canada. 1922 Leonard Thompson becomes the first human to be treated with insulin. 1922 James D. Havens, son of former congressman James S. Havens, becomes the first American to be treated with insulin. 1922 Elizabeth Hughes Gossett, daughter of the US Secretary of State, becomes the first American to be (officially) treated in Toronto. 1923 Dr. Trent Champion de Crespigny delivers the first treatments with insulin produced in Australia, to a 9-year-old, in Adelaide, South Australia, on 7 January 1923. 1923 Eli Lilly produces commercial quantities of much purer bovine insulin than Banting et al. had used 1923 Farbwerke Hoechst, one of the forerunners of today's Sanofi Aventis, produces commercial quantities of bovine insulin in Germany 1923 Hans Christian Hagedorn founds the Nordisk Insulinlaboratorium in Denmark – forerunner of today's Novo Nordisk 1923 Constance Collier returns to health after being successfully treated with insulin in Strasbourg 1924 Margaret Cheadle, a research biochemist in the laboratory of T. Brailsford Robertson at the University of Adelaide, determined that approx. 167 "mouse units" of insulin were "equivalent to one two-kilogram rabbit-unit". 1926 Nordisk receives a Danish charter to produce insulin as a non-profit 1936 Canadians David M. Scott and Albert M.
The commission noted "numerous cases of illegal detention of civilians, arbitrary arrests, abduction and taking of hostages, mostly committed by South Ossetian forces and other South Ossetian armed groups." The commission concluded: "The Russian authorities and the South Ossetian authorities failed overwhelmingly to take measures to maintain law and order and ensure the protection of the civilian population as required under IHL and HRL." The commission noted that "some violations of IHL and HRL during the conflict and its aftermath were motivated by referring to “thousands of civilian casualties in South Ossetia,” as reported by Russian federal TV channels."
Sources: en.wikipedia.org
James L. Winkle College of Pharmacy Linder College of Business - Masters in Business Administration College of Allied Health - Masters in Health Administration The programs are organized as preparation for leadership in settings such as independent and chain community pharmacies, health-system inpatient, outpatient and clinical pharmacies, clinical coordinator roles, managed care, industry, long-term care.
==== Metabolism ==== The metabolism of tiagabine has not been fully characterized. In any case, it is metabolized by at least two known pathways. One is thiophene ring oxidation resulting in 5-oxotiagabine and the other is glucuronidation. 5-Oxotiagabine is said not to contribute to the pharmacodynamics of tiagabine. In-vitro studies suggest that tiagabine is metabolized primarily by the cytochrome P450 enzyme CYP3A4, although involvement of other enzymes like CYP1A2, CYP2D6, or CYP2C19 has not been excluded. Two other metabolites of tiagabine have yet to be identified.
=== Commercialization === Elbasvir/grazoprevir was FDA approved in the United States, and has been approved for use in the European Union, Canada, Japan, Australia, Saudi Arabia, Israel, and Switzerland. Zepatier is one of a few non-interferon therapies that are market-available. Competing treatments include Gilead's Harvoni (sofosbuvir and ledipasvir) and AbbVie's Viekira Pak (ombitasvir, paritaprevir, and ritonavir). Sale projections for Zepatier are $636 million in 2016 and rising to $1.5 billion by 2020. With Merck's release of Zepatier early in 2016, they saw large bumps in share prices in quarters 1 and 2, but are expected to drop down a bit. Zepatier does not have as strong a market hold as other competitive HCV treatments.
Absolute waist circumference (>102 cm (40 in) in men and >88 cm (35 in) in women) Waist–hip ratio (the circumference of the waist divided by that of the hips of >0.9 for men and >0.85 for women) Waist-stature ratio (waist circumference divided by their height, >0.5 for adults under 40 and >0.6 for adults over 50) Sagittal Abdominal Diameter
Sources: en.wikipedia.org
Yes. Lyophilization and freeze-drying are synonyms for the same vacuum-assisted sublimation process. The term lyophilization is more common in pharmaceutical and laboratory settings, while freeze-drying is widely used in food and general contexts.
Reduced pressure lowers the boiling point of water and allows ice to sublime below its triple point. Without sufficient vacuum, melting or boiling may occur instead of sublimation, which can damage the product structure.
Heat and mass transfer limit drying once the ice front recedes. The dried layer insulates the frozen core and resists vapor flow, so increasing shelf temperature too quickly can cause collapse or meltback.
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.