glass transition 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 2025-09-23. Where a claim depends on a specific study, the study is described rather than over-claimed.
Secondary drying removes bound water that remains after ice sublimation. Shelf temperature is raised gradually while pressure remains low, reducing water content to a target range. Over-drying can cause brittleness or electrostatic issues, while under-drying affects stability. The endpoint is often judged by pressure rise tests, temperature measurements, or water content analysis. Scale-up depends on matching heat and mass transfer across equipment sizes. Small changes in shelf temperature or pressure can alter cycle length substantially.
Lyophilization, or freeze-drying, removes water from a material by freezing it and then lowering pressure so ice changes directly to vapor. The process relies on sublimation, the phase transition from solid to gas without an intervening liquid state. It is used for heat-sensitive materials that would degrade in conventional drying. The three stages are freezing, primary drying, and secondary drying, each with distinct temperature and pressure requirements. In practice, cycle design balances these variables.
Misconceptions about lyophilization include the idea that dried products are indefinitely stable or that vacuum sealing eliminates all degradation. Chemical reactions can continue in the solid state, and some proteins lose activity even at low moisture. Another misconception is that any freeze-dryer cycle can be scaled by time alone; heat and mass transfer differ with equipment and load. Open questions remain about predicting long-term stability from short accelerated studies, particularly for amorphous formulations. Real-time stability data remain the standard for shelf-life assignment.
After lyophilization, the dried product is often sealed under vacuum or an inert gas to limit moisture and oxygen exposure. Vials, stoppers, and seals must maintain their barrier throughout shelf life. Storage temperature depends on product sensitivity: some cakes tolerate controlled room temperature, while labile biologics require refrigeration. Humidity is a critical variable because dried cakes are hygroscopic and can absorb water when exposed to air. Handling procedures therefore limit open-vial time and use desiccated environments for sampling.
Quality control for lyophilized materials examines appearance, reconstitution time, residual moisture, and mechanical integrity. An acceptable cake is usually uniform and porous, though appearance alone does not prove stability. Karl Fischer titration is a common method for water content, while differential scanning calorimetry can reveal glass transition events. Stability studies track potency, aggregation, and moisture over time under defined temperature and humidity conditions. Specifications are product-specific and may include sterility and endotoxin tests for sterile preparations.
| Property | Value | Notes |
|---|---|---|
| Process name | Lyophilization or freeze-drying | Both terms appear in technical standards and literature. |
| Phase transition | Sublimation | Solid ice becomes vapor without a liquid step. |
| Typical chamber pressure | 0.05-0.5 mbar | Range depends on product temperature and equipment. |
| Typical product temperature | -40 °C to -10 °C | Measured during primary drying; formulation sets limits. |
| Water content after drying | 0.5-3% w/w | Target varies by material and stability needs. |
== Liquids or solvents == In many cases, the presence of water can prevent a reaction from happening, or cause undesirable products to form. To prevent this, anhydrous solvents must be used when performing certain reactions. Examples of reactions requiring the use of anhydrous solvents are the Grignard reaction and the Wurtz reaction. Solvents have typically been dried using distillation or by reaction with reactive metals or metal hydrides. These methods can be dangerous and are a common cause of lab fires. More modern techniques include the use of molecular sieves or a column purification system. Molecular sieves are far more effective than most common methods for drying solvents and are safer and require no special equipment for handling. Column solvent purification devices (generally referred to as Grubb's columns) recently became available, reducing the hazards (water reactive substances, heat) from the classical dehydrating methods. Anhydrous solvents are commercially available from chemical suppliers, and are packaged in sealed containers to maintain dryness. Typically anhydrous solvents will contain approximately 10 ppm of water and will increase in wetness if they are not properly stored. Organic solutions can be dried using a range of drying agents. Typically following a workup the organic extract is dried using magnesium sulfate or a similar drying agent to remove most remaining water. Anhydrous acetic acid is known as glacial acetic acid.
Perfectionism identifies well-being with excellence by fulfilling human nature. It holds that one needs to exercise and master key human abilities, such as rationality, knowledge, health, and dignity, to live well. As an objectivist perspective, perfectionism asserts that the value of these goods does not depend on what a person thinks about them. Eudaimonism is a closely related view, asserting that someone has high well-being or flourishes in life by actualizing their inborn potential. This view emphasizes that well-being is not a passive state but an active process. It manifests in an engaged lifestyle where individuals exercise virtues and rely on practical rationality to guide their decision-making. Value fulfillment theories see the satisfaction of evaluative attitudes as the basis of well-being. They are similar to desire theories, which focus on desire satisfaction. However, value fulfillment theories adopt a broader perspective that considers diverse evaluative attitudes in addition to desires, such as beliefs, feelings, and judgments about what is good. Most theories assume that the definition of well-being applies equally to everyone. Variabilism rejects this assumption and argues that different conceptions of well-being apply to different individuals. One form of variabilism asserts that the nature of well-being in children differs from that of adults.
=== The Adventures of Professor D === In 2026, Ariely published a children's graphic novel titled Professor D Takes Control, illustrated by Omer Hoffman. It is the first in a planned three-part series. The book is about a character named Professor D, who "gets into all kinds of trouble" and "uses social science" to get out of it.
== Signs and symptoms == Prediabetes typically has no distinct signs or symptoms except the sole sign of high blood sugar. People with prediabetes should monitor for signs and symptoms of type 2 diabetes such as increased thirst, increased urination, and feeling tired.
There have been rare cases in which women using IUDs dislodged them when removing their menstrual cups, however, this can also happen with tampon use. Despite reports, as of 2023, there is no scientific agreement on whether using a menstrual cup increases the risk of IUD expulsion; more rigorous studies are needed. Unlike condoms, the IUD does not protect against sexually transmitted infections.
Sources: en.wikipedia.org
In digital circuits and machine learning, a one-hot is a group of bits among which the legal combinations of values are only those with a single high (1) bit and all the others low (0). A similar implementation in which all bits are '1' except one '0' is sometimes called one-cold. In statistics, dummy variables represent a similar technique for representing categorical data.
=== Dental use === Dentin adhesives were first designed and produced in the 1950s based on a co-monomer chelate with calcium on the surface of the tooth and generated very weak water-resistant chemical bonding (2–3 MPa).
There are production and distribution bottlenecks, plan failures, consumer scarcities, criminal abuses of power, suppression of dissidents, and expressions of alienation among some of the population." Parenti further argued that the economies of Eastern European countries and the Soviet Union suffered from "fatal distortions in their development" because of "embargo[s], invasion, devastating wars, and costly arms buildup; excessive bureaucratization and poor incentive systems; lack of administrative initiative and technological innovation; and a repressive political rule that allowed little critical expression and feedback while fostering stagnation and elitism." In Western Europe, communist parties, which were still committed to Marxism–Leninism through more democratic means, were part of the initial post-war governments, and even when the Cold War forced many of those countries to remove them from government, such as in Italy, they remained part of the liberal-democratic process. By the 1960s and 1970s, many Western Marxist–Leninists had criticised many of the actions of Communist states, distanced from them, and developed a democratic road to socialism, which became known as Eurocommunism. This development was criticised by both non-Marxist–Leninists and other Marxist–Leninists in the East as amounting to social democracy.
Academy players to be nominated by 15 September. With a bidding process held on 24 November along with father–son selections during the national draft. The free agency offer period; held between 9 October and 18 October. Three further free agency periods are held for delisted players, between 31 October and 9 November, 11 November to 20 November, and 25 November to 26 November. The trade period; held between 12 October and 22 October. The 2015 national draft; held on 24 November at the Adelaide Convention Centre, which, for the first time, included live bidding for academy and father-son selections. The 2016 pre-season draft; which was to be held on 27 November, but was cancelled when all clubs declined to take part, and The 2016 rookie draft; which was held on 27 November. Additionally, following the guilty verdicts handed down to 34 past and present Essendon players in January 2016 for doping violations, Essendon was given the opportunity to recruit top-up players between January and March 2016.
Sources: en.wikipedia.org
Transcriptional modification or co-transcriptional modification is a set of biological processes common to most eukaryotic cells by which an RNA primary transcript is chemically altered following transcription from a gene to produce a mature, functional RNA molecule that can then leave the nucleus and perform any of a variety of different functions in the cell. There are many types of post-transcriptional modifications achieved through a diverse class of molecular mechanisms. One example is the conversion of precursor messenger RNA transcripts into mature messenger RNA that is subsequently capable of being translated into protein. This process includes three major steps that significantly modify the chemical structure of the RNA molecule: the addition of a 5' cap, the addition of a 3' polyadenylated tail, and RNA splicing. Such processing is vital for the correct translation of eukaryotic genomes because the initial precursor mRNA produced by transcription often contains both exons (coding sequences) and introns (non-coding sequences); splicing removes the introns and links the exons directly, while the cap and tail facilitate the transport of the mRNA to a ribosome and protect it from molecular degradation. Post-transcriptional modifications may also occur during the processing of other transcripts which ultimately become transfer RNA, ribosomal RNA, or any of the other types of RNA used by the cell.
Especially the Danes developed a thriving livestock breeding industry, driving large herds along the Hærvejen to sell on the continent. This trade gave the route its alternative names, such as "Studevejen" (Cattle Way) in Danish and "Ochsenweg" (Oxen Way) in German. Therefore control of the Danevirke, through which the Hærvejen ran, was of immense financial significance. Whoever controlled the gates of Danevirke also controlled the trade along the Hærvejen, giving them access to substantial wealth.
The case against the company was upheld in the United States Court of Appeals for the Ninth Circuit, and the Supreme Court of the United States declined to hear Chipotle's appeal, leaving the Ninth Circuit's ruling intact. Chipotle has "an official disability policy of bringing ingredients to the tables of diners with disabilities and doing tableside preparation." Chipotle is retrofitting restaurants affected by the ruling, replacing the walls in front of the food preparation area with lower ones or transparent panels. They are incorporating the new design elements into new restaurants. The case was one of over twenty ADA-related lawsuits filed by Antoninetti, who died in 2011.
Sources: en.wikipedia.org
Conventional drying uses heat to evaporate liquid water, often at temperatures that can degrade sensitive materials. Lyophilization freezes the material first and then removes water by sublimation under vacuum. This avoids prolonged exposure to liquid water and high heat.
Lowering pressure reduces the boiling point of water and allows ice to sublimate at temperatures below freezing. Vacuum also limits convective heat transfer, so heat is usually supplied by shelves or radiation. The pressure must stay below the vapor pressure of ice at the product temperature.
The cycle typically includes freezing, primary drying, and secondary drying. Freezing solidifies water and sets the pore structure; primary drying removes bulk ice; secondary drying removes bound water. Some cycles add annealing or pre-freezing steps.
No. Freeze-drying removes water but does not reliably kill microorganisms. Sterile lyophilized products are typically prepared aseptically before freezing or are sterilized by a validated method. Microbial control depends on the entire manufacturing process.