If you have been reading about glass transition 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 2026-01-17. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
A typical cycle begins with freezing, which fixes the material into a solid and determines ice crystal size. Primary drying then raises heat under vacuum so ice sublimes, often near or below the collapse temperature of the formulation. Secondary drying removes bound water that remains after ice is gone, usually by gently warming the product. Each stage balances heat input against pressure to avoid melting or structural damage. Temperature probes and pressure sensors guide the transition between stages.
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.
| Property | Value | Notes |
|---|---|---|
| Residual moisture | 0.5-3% w/w | Typical range for many biopharmaceuticals |
| Typical storage temperature | 2-8 °C | Some products require -20 °C or lower |
| Reconstitution time | Seconds to several minutes | Depends on cake porosity and diluent |
| Common moisture method | Karl Fischer titration | Measures water content in the solid |
| Container closure | Stoppered vial with seal | Protects against moisture and oxygen ingress |
After lyophilization, a product's quality depends on residual moisture, cake appearance, and reconstitution time. Residual moisture is often measured by Karl Fischer titration or thermogravimetric analysis. A low moisture content can slow chemical degradation, but overly dry cakes may be brittle or slow to dissolve. Stability studies track these attributes over months under defined temperature and humidity conditions. Batch records link these measurements to specific process runs and help identify trends before a product fails specification.
Storage conditions for dried products usually aim to exclude moisture and oxygen. Vials are sealed under vacuum or with an inert gas, and stoppers must maintain a barrier during transport. Temperature recommendations vary; some materials remain stable at room temperature, while others need refrigeration or frozen storage. Humidity control is critical because dried cakes can absorb water rapidly once a container is opened. Desiccant packs and moisture-barrier bags add further protection during shipping.
Quality control also examines cake structure, color, and reconstitution behavior. A collapsed or shrunken cake can indicate a thermal excursion during drying. Analytical methods such as X-ray diffraction, differential scanning calorimetry, and near-infrared spectroscopy can detect crystallinity or moisture distribution. Regulatory expectations focus on validated assays and lot-to-lot consistency. Questions remain about how well accelerated stability tests predict long-term behavior for every formulation. Visual inspection remains common but is subjective without trained reviewers and reference images.
The physics of lyophilization depends on phase boundaries and heat and mass transfer. During primary drying, heat supplied to the product must equal the latent heat of sublimation, while water vapor moves through the drying cake to the condenser. If shelf temperature or pressure is set too high, the ice front can exceed the collapse temperature, causing meltback or pore collapse. If conditions are too cold, drying slows and costs rise. Formulation excipients, vial geometry, and freezing rate alter these limits.
Equipment for lyophilization includes a vacuum chamber, temperature-controlled shelves, a condenser, and a vacuum pump. A refrigeration system cools the shelves and condenser below the product's freezing point. Process monitoring often uses Pirani and capacitance manometers, thermocouples, and resistance sensors. Cycle development balances product quality with time and energy use. Some products are annealed during freezing to improve crystallization of bulking agents. Open questions remain about scaling cycles between laboratory, pilot, and production freeze-dryers.
Lyophilization, also called freeze-drying, removes water from a frozen material by sublimation under reduced pressure. The process begins with freezing, which converts free water into ice and may also produce a glassy phase. Primary drying then lowers chamber pressure so ice sublimes directly to vapor without passing through a liquid stage. Secondary drying raises the temperature modestly to remove bound water. The result is a porous, dry solid that usually reconstitutes quickly. Each stage influences pore structure, residual moisture, and stability.
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.
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.
=== Australia === Joseph Banks and Daniel Solander, accompanying James Cook's first global circumnavigation, discovered in April 1770, in Botany Bay, two growing species of wild perennial soybeans (Glycine tabacina and Glycine tomentosa), and in June had found more in the future Queensland at Bustard Bay, Shoalwater Bay, and Endeavour River. In 1804, the first soyfood product ("Fine India Soy" [sauce]) was sold in Sydney. In 1879, the first domesticated soybeans arrived in Australia, a gift of the Minister of the Interior Department, Japan and were distributed to famers. The first recorded experiments in cultivation of soybeans in came after 1890.
absorption 1. The physical or chemical process by which a substance in one state becomes incorporated into and retained by another substance of a different state. Absorption differs from adsorption in that the first substance permeates the entire bulk of the second substance, rather than just adhering to the surface. 2. The process by which matter (typically electrons bound in atoms) takes up the energy of electromagnetic radiation and transforms it into any of various types of internal energy, such as thermal energy. This type of absorption is the principle on which spectrophotometry is based.
Tranexamic acid is frequently used following major trauma. Tranexamic acid is used to prevent and treat blood loss in a variety of situations, such as dental procedures, heavy menstrual bleeding, and surgeries with high risk of blood loss.
== CDAs in NMR spectroscopy == CDAs are used with NMR spectroscopic analysis to determine enantiomeric excess and the absolute configuration of a substrate. Chiral discriminating agents are sometimes difficult to distinguish from chiral solvating agents (CSA) and some agents can be used as both. The speed of the exchange between the substrate and the metal center is the most important determining factor to differentiate between the use of a compound as a CDA or CSA. Generally, a CDA has a slow exchange whereas a CSA has a fast exchange. CDAs are more widely used than CSAs to determine absolute configurations because the covalent bonding to the substrate and auxiliary reagent produce species with greater conformational rigidity which creates greater differences in the NMR spectra. CDAs and CSAs can be used together to improve chiral recognition, although this is not a common. NMR shift reagents such as EuFOD, Pirkle's alcohol, and TRISPHAT take advantage of the formation of diastereomeric complexes between the shift reagent and the analytical sample.
Sources: en.wikipedia.org
== Tissue and subcellular localization == ACTH receptor is primarily found in the zona fasciculata of the human adrenal cortex. Binding of the receptor by ACTH stimulates the production of glucocorticoids (GCs)—by contrast, aldosterone production from the zona glomerulosa is stimulated primarily by angiotensin II. ACTH receptors are also expressed in the skin, and in both white and brown adipocytes, and is expressed in greater concentrations when adipose cells differentiate. It is well known that levels of corticosterone (CORT, cortisol in humans) secretion demonstrate a circadian rhythm, highly regulated by effects of the suprachiasmatic nucleus, with higher levels in the early evening and lower levels in the morning. ACTH levels, ACTH receptor expression, and MRAP1 expression also demonstrate circadian rhythm, with ACTH secretion and MRAP expression highest in the evening, suggesting that MRAP expression is responsible for CORT secretory regulation. However, with exposure to constant light, the rhythmic expression of the ACTH receptor and MRAP genes reversed, suggesting ACTH-independent signalling pathways for MRAP and ACTH receptor transcription and expression.
==== American Federation of Government Employees v. Trump ==== A lawsuit was filed on February 6, 2025, by the American Foreign Service Association and the American Federation of Government Employees in the US District Court for the District of Columbia, requesting a temporary restraining order and preliminary injunction against the administration, claiming that it violated separation of powers, the Take Care Clause of the Constitution, and the Administrative Procedure Act and requesting that all attempts to shut down the agency be halted, all recent actions be reversed, and a new acting director be appointed. The following day, U.S. District Judge Carl Nichols, nominated by President Trump in 2019, stated from the bench that he would enter in a "temporary restraining order", pausing the plan to put thousands of employees on leave and pausing the accelerated removal of workers from their posts abroad. On February 21, 2025, Judge Nichols cleared the way for the Trump administration to move forward with pulling thousands of USAID staffers off the job in the United States and around the world, as part of an administration plan to also provide those abroad with a 30-day deadline to move back to the U.S. at government expense. Nichols had previously argued that Trump's actions threaten the safety of USAID workers abroad because many are deployed in unstable regions.
However, proactively smiling only increases happiness among those who believe smiling is a reaction to feeling happy, rather than a positive intervention. Ed Diener et al. (1999) suggested this equation: positive emotion – negative emotion = subjective well-being. Since tendency to positive emotion has a correlation of 0.8 with extroversion and tendency towards negative emotion is indistinguishable from neuroticism, the above equation could also be written as extroversion – neuroticism = happiness. These two traits could account for between 50% and 75% of happiness. These are all referring to the Big Five personality traits model of personality. An emotionally stable (the opposite of Neurotic) personality correlates well with happiness. Not only does emotional stability make one less prone to negative emotions, it also predicts higher social intelligence – which helps to manage relationships with others (an important part of being happy, discussed below). Cultivating an extroverted temperament may correlate with happiness for the same reason: it builds relationships and support groups. Some people may be fortunate, from the standpoint of personality theories that suggest individuals have control over their long-term behaviors and cognitions. Genetic studies indicate genes for personality (specifically extroversion, neuroticism and conscientiousness), and a general factor linking all 5 traits, account for the heritability of subjective well-being. Recent research suggests there is a happiness gene, the 5-HTT gene.
Sources: en.wikipedia.org
=== Early history === The origins of algorithmically generated media can be traced to the development of the Markov chain, which has been used to model natural language since the early 20th century. Russian mathematician Andrey Markov introduced the concept in 1906, including an analysis of vowel and consonant patterns in Eugene Onegin. Once trained on a text corpus, a Markov chain can generate probabilistic text. By the early 1970s, artists began using computers to extend generative techniques beyond Markov models. Harold Cohen developed and exhibited works produced by AARON, a pioneering computer program designed to autonomously create paintings. The terms generative AI planning or generative planning were used in the 1980s and 1990s to refer to AI planning systems, especially computer-aided process planning, used to generate sequences of actions to reach a specified goal. Generative AI planning systems used symbolic AI methods such as state space search and constraint satisfaction and were a "relatively mature" technology by the early 1990s. They were used to generate crisis action plans for military use, process plans for manufacturing and decision plans such as in prototype autonomous spacecraft.
Duodenum: A short structure (about 20–25 cm long) that receives chyme from the stomach, together with pancreatic juice containing digestive enzymes and bile from the gall bladder. The digestive enzymes break down proteins, and bile emulsifies fats into micelles. The duodenum contains Brunner's glands which produce a mucus-rich alkaline secretion containing bicarbonate. These secretions, in combination with bicarbonate from the pancreas, neutralize the stomach acids contained in the chyme. Jejunum: This is the midsection of the small intestine, connecting the duodenum to the ileum. It is about 2.5 m (8.2 ft) long and contains the circular folds also known as plicae circulares and villi that increase its surface area. Products of digestion (sugars, amino acids, and fatty acids) are absorbed into the bloodstream here. Ileum: The final section of the small intestine. It is about 3 m long, and contains villi similar to the jejunum. It absorbs mainly vitamin B12 and bile acids, as well as any other remaining nutrients.
Extension of the synephrine N-methyl substituent by one methylene unit to an N-ethyl gives the hypotensive experimental drug "Sterling #573"/"Aethyl-Sympatol". The above structural relationships all involve a change at one position in the synephrine molecule, and numerous other similar changes, many of which have been explored, are possible. However, the structure of ephedrine differs from that of synephrine at two different positions: ephedrine has no substituent on the phenyl ring where synephrine has a 4-OH group, and ephedrine has a methyl group on the position α- to the N in the side-chain, where syneprine has only a H atom. Furthermore, "synephrine" exists as either of two enantiomers, while "ephedrine" exists as one of four different enantiomers; there are, in addition, racemic mixtures of these enantiomers. The main differences of the synephrine isomers compared for example to the ephedrines are the hydroxy-substitutions on the benzene ring. Synephrines are direct sympathomimetic drugs while the ephedrines are both direct and indirect sympathomimetics. One of the main reasons for these differential effects is the obviously increased polarity of the hydroxy-substituted phenyl ethyl amines which renders them less able to penetrate the blood-brain barrier as illustrated in the examples for tyramine and the amphetamine analogs.
In Cuba, there was also a nascent "Cuban identity," based in free thought, secular social institutions, and ideological liberalism. Colon Freemasonry and Cuban Freemasonry moved closer together ideologically, but could still not agree on the core tenets of Freemasonry and the ideology of Cuban independence. Over the next several years, the Grand Lodge of the Island of Cuba surpassed Colon Freemasonry. Almeida y González wrote an entirely new Masonic Code. He wrote literature and books about Freemasonry, including El Consultor Del Masón (English: The Mason's Consultant) and Jurisprudencia Masónica (English: Masonic Jurisprudence). He also reproduced many of the works of GOCA and Vicente Antonio de Castro. These works were widely distributed within Latin American Freemasonry. The Grand Lodge of the Island of Cuba was the first Cuban body in history to spread into Spain and charter its own Lodges on the mainland.
Sources: en.wikipedia.org
Residual moisture can influence chemical degradation, cake collapse, and long-term stability. Low moisture levels usually improve stability, but each product has an optimal range.
Most lyophilized products are stored upright at controlled temperatures, often refrigerated or frozen. Protection from moisture and light helps maintain the dried cake.
A diluent is added to the dried cake, which dissolves to form a solution or suspension. Gentle mixing avoids foaming and preserves sensitive molecules.
Primary drying removes ice by sublimation under vacuum. Secondary drying removes water that is bound to the material, often by warming the product after most ice has left. Both stages occur below temperatures that would cause unwanted melting.