The short version of glass transition fits in a sentence. The long version — which is the one that helps — is below.
Reviewed 2026-07-04. Anything still debated is marked as such rather than presented as settled.
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.
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.
Regulatory expectations for lyophilized products focus on consistent manufacture and documented stability. Batches are often monitored for moisture, appearance, potency, and sterility where applicable. Process parameters such as shelf temperature, chamber pressure, and drying time are recorded and controlled within validated ranges. Open questions remain about how best to predict long-term stability from short accelerated studies, especially for complex biologics. Variations in freezing rate and ice crystal size can produce differences that are not always visible but may affect performance.
After drying, a lyophilized product is usually sealed under vacuum or an inert gas to limit moisture uptake. Residual water content is measured because small changes can alter chemical stability and cake appearance. Storage temperature depends on the material; many biological products are kept at 2–8 °C, while some require −20 °C or colder. Exposure to ambient humidity during handling can cause the porous solid to absorb water and collapse. Container closures and stoppers are therefore selected for low moisture transmission and compatibility.
Quality control for lyophilized materials includes visual inspection of the cake, measurement of residual moisture, and tests for reconstitution time. An acceptable cake is typically uniform and may be slightly porous; shrinkage, meltback, or cracks can indicate process deviations. Analytical methods such as Karl Fischer titration, thermogravimetric analysis, and near-infrared spectroscopy quantify water content. Reconstitution time is recorded because a very slow or incomplete dissolution can signal collapse or aggregation. Stability studies compare samples stored under defined temperature and humidity conditions over months or years.
| Property | Value | Notes |
|---|---|---|
| Appearance | Porous solid cake | Typically white to off-white; varies with formulation |
| Reconstitution time | Seconds to several minutes | Depends on cake porosity and solute |
| Residual moisture | 0.5-3% w/w | Measured by Karl Fischer titration |
| Storage temperature | Room temperature to -20 °C | Product-specific; humidity-controlled |
| Common quality attribute | Cake elegance | Visual check for collapse, shrinkage, or meltback |
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.
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.
Storage conditions depend on the formulation and the intended shelf life. Many pharmaceutical and biological freeze-dried products are kept at 2–8 °C, while some stable foods and reagents tolerate room temperature. Others require −20 °C or colder to slow chemical degradation or aggregation. Protection from light and oxygen is common because oxidation can continue in the dry state. Stability studies usually monitor potency, appearance, moisture, and reconstitution time over months or years. Predictions from accelerated studies are useful but may not fully capture real-time changes.
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.
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.
A sarcomere (Greek σάρξ sarx "flesh", μέρος meros "part") is the smallest functional unit of striated muscle tissue. It is the repeating unit between two Z-lines. Skeletal muscles are composed of tubular muscle cells (called muscle fibers or myofibers) which are formed during embryonic myogenesis. Muscle fibers contain numerous tubular myofibrils. Myofibrils are composed of repeating sections of sarcomeres, which appear under the microscope as alternating dark and light bands. Sarcomeres are composed of long, fibrous proteins as filaments that slide past each other when a muscle contracts or relaxes. The costamere is a different component that connects the sarcomere to the sarcolemma. Two of the important proteins are myosin, which forms the thick filament, and actin, which forms the thin filament. Myosin has a long fibrous tail and a globular head that binds to actin. The myosin head also binds to ATP, which is the source of energy for muscle movement. Myosin can only bind to actin when the binding sites on actin are exposed by calcium ions. Actin molecules are bound to the Z-line, which forms the borders of the sarcomere. Other bands appear when the sarcomere is relaxed. The myofibrils of smooth muscle cells are not arranged into sarcomeres.
Level instrumentation determines the height of liquids by measuring the position of a gas/liquid or liquid/liquid interface within the vessel or tank. Such interfaces include oil/gas, oil/water, condensate/water, glycol/condensate, etc. Local indication (LI) includes sight glasses which show the liquid level directly through a vertical glass tube attached to the vessel/tank. Phase interfaces are maintained at a constant level by level transmitters (LT) transmitting a signal to a level controller (LIC) which compares the measured value with the desired set point. The difference is sent as a signal to a level control valve (LCV) on the liquid outlet from the vessel. As the level rises the controller acts to open the valve to draw off liquid to reduce the level. Similarly as the levels fall the controller acts to close the LCV to reduce outflow of fluid. Some vessels store liquid until it is pumped out. The controller (LIC) acts to start and stop the pump within a specified band. For example, it may start the pump when the level rises to 0.6 m and stop the pump when the level falls to 0.4 m. High and low level alarms (LAH and LAL) warn operating personnel that levels are outside predefined limits. Further deviation (LAHH and LALL) initiates a shutdown either to close emergency shutdown valves (ESDV) on the inlet to the vessel or on the liquid outlet lines. As with high and low pressure instrumentation the shutdown function comprises an independent measurement loop to prevent a common mode failure.
== Pathogenesis == The pathophysiology of entrapment is complex because nerve tissue has many components (e.g. axon, myelin, endoneurium, perineurium, epineurium, blood vessels, etc) that may respond differently to various stressors affecting nerve function. The underlying mechanism of injury typically starts with interruptions in vascular supply. Both the acute and chronic forms of nerve entrapment involve initial changes in the microcirculatory environment. For the acute model, the sequence of events is typically an interruption of the blood supply followed by a metabolic block as the nerve stops functioning. For the chronic model, the sequence of events is a breakdown in the blood-nerve-barrier, followed by endoneurial edema and connective tissue fibrosis, followed by demyelination, and finally axonmetesis.
==== Epigenetic factors ==== Methamphetamine addiction is persistent for many individuals, with 61% of individuals treated for addiction relapsing within one year. About half of those with methamphetamine addiction continue with use over a ten-year period, while the other half reduce use starting at about one to four years after initial use. The frequent persistence of addiction suggests that long-lasting changes in gene expression may occur in particular regions of the brain, and may contribute importantly to the addiction phenotype. In 2014, a crucial role was found for epigenetic mechanisms in driving lasting changes in gene expression in the brain. A review in 2015 summarized a number of studies involving chronic methamphetamine use in rodents. Epigenetic alterations were observed in the brain reward pathways, including areas like ventral tegmental area, nucleus accumbens, and dorsal striatum, the hippocampus, and the prefrontal cortex. Chronic methamphetamine use caused gene-specific histone acetylations, deacetylations and methylations. Gene-specific DNA methylations in particular regions of the brain were also observed. The various epigenetic alterations caused downregulations or upregulations of specific genes important in addiction. For instance, chronic methamphetamine use caused methylation of the lysine in position 4 of histone 3 located at the promoters of the c-fos and the C-C chemokine receptor 2 (ccr2) genes, activating those genes in the nucleus accumbens (NAc). c-fos is well known to be important in addiction.
The term in situ does not appear in Classical Latin. Its earliest recorded use is in Late Latin, with the first known instance in the writings of Augustine of Hippo (354–430 AD). It became widely used in Medieval Latin. In English, the earliest known usage dates to the mid-17th century; the Oxford English Dictionary cites the first appearance in 1648, in William Molins' anatomical text Myskotomia. The usages in scientific literature increased from the late 19th century onward, initially in medicine and engineering, including geological surveys and petroleum extraction. During this period, the term described analyses conducted within the living human body or inside oil wells, among other applications. In situ entered French medical discourse by 1877 in the Journal de médecine et de chirurgie pratiques ('Journal of Practical Medicine and Surgery'). The compound term carcinoma in situ, referring to abnormal cells that are confined to their original location without invasion of surrounding tissue, was first used in a 1932 paper by U.S. surgical pathologist Albert C. Broders. The concept of in situ in contemporary art developed in the late 1960s and 1970s as a framework for artworks created specifically for a given space. By the mid-1980s, the term was adopted in materials science, particularly in the field of heterogeneous catalysis, where a catalyst in one phase facilitates a chemical reaction in a different phase. Its usage later expanded beyond catalysis and is now applied across various disciplines within materials science.
Sources: en.wikipedia.org
=== Other areas === HDMI relies on the Vendor-Specific Block structure for features such as additional color spaces. DisplayPort uses the CEA EDID extensions. Both HDMI and DisplayPort have published specification for transmitting their signal over the USB-C connector (see USB-C § Alternate Mode partner specifications).
=== Next generation PEGylation === Chilkoti's research group has developed next-generation polyethylene glycol (PEG)-like conjugates that overcome the immunogenicity issues associated with traditional PEGylation. PEGylation—the attachment of polyethylene glycol (PEG) to biologics—is commonly used to increase their half-life or reduce their immunogenicity, but PEG has itself proven to be antigenic and can elicit a serious anaphylactic response. To overcome these limitations, he designed a new PEG-like stealth hyperbranched polymer that breaks up the long antigenic ethylene glycol sequence in PEG and presents them as much shorter side-chains along a polymer backbone. Peptides and proteins conjugated to this next-generation PEG-like polymer show even longer circulation than PEG conjugates, do not bind to pre-existing anti-PEG antibodies that most people have developed, and do not generate an immune response to this new polymer. He has demonstrated the utility of this technology with a peptide drug for type 2 diabetes, an enzyme drug used to treat gout and an aptamer drug.
== Technology development == The roots of liquid chromatography extend back over a century ago to 1900, when Russian botanist Mikhail Tsvet began experimenting with plant pigments in chlorophyll. He noted that, when a solvent was applied, distinct bands appeared that migrated at different rates along a stationary phase. For this new observation, he coined the term “chromatography,” a colored picture. His first lecture on the subject was presented in 1903, but his most important contribution occurred three years later, in 1906, when the paper “Adsorption analysis and chromatographic method. Applications on the chemistry of chlorophyll,” was published. Rivalry with a colleague who readily and vocally denounced his work meant that chromatographic analysis was shelved for almost 25 years. The great irony of the matter is that it was his rival's students who later took up the chromatography banner in their work with carotins. Greatly unchanged from Tswett's time until the 1940s, normal phase chromatography was performed by passing a gravity-fed solvent through small glass tubes packed with pellicular adsorbent beads. It was in the 1940s, however, that there was a great revolution in gas chromatography (GC). Although GC was a wonderful technique for analyzing inorganic compounds, less than 20% of organic molecules are able to be separated using this technique. It was Richard Synge, who in 1952 won the Nobel Prize in Chemistry for his work with partition chromatography, who applied the theoretical knowledge gained from his work in GC to LC.
Michael Bailey, who found that homosexuality had a genetic possibility; Laura Allen and Roger Gorski of UCLA had conducted research on the anterior commissure; molecular geneticist Cassandra Smith; the editor of The Arizona Republic. Directed by Jeremy Taylor, produced by Oliver Morse, made by Windfall Films 18 October Antichaos, about order out of chaos, with Ian Stewart of the University of Warwick; Canadian mathematician Brian Goodwin of the Open University, and emergence; the American biologist Stuart Kauffman of the Santa Fe Institute, and Boolean networks; the Danish theoretical physicist Per Bak of Brookhaven National Laboratory; Christopher Langton of the Santa Fe Institute; the American ecologist Tom Ray of the University of Delaware; the economist W. Brian Arthur of Stanford University; J. Doyne Farmer of the Prediction Company; and the American physicist Thomas Valone (a writer on bioelectromagnetics) of the University of New Mexico. Narrated by Alun Lewis, directed by Yavar Abbas, produced by Geoff Deehan, made by Union Pictures 25 October The Strange Case of Crop Circles 2, showing what had changed from the previous documentary broadcast on 27 October 1991. Directed by Jill Freeman, produced by Michael Wills, made by Juniper Productions 1 November Zen on Wheels, about how Japanese car manufacturers moved a team to Newport Beach, California at the Toyota Calty Design Research, to find out what appealed to buyers of BMW and Mercedes cars, which resulted in the Lexus LS, which outsold Mercedes-Benz and BMW.
Metal tagged antibodies however are viable for up to two weeks without losing signal, adding more flexibility to experiments. The stained samples can also be cryopreserved, which may be particularly useful for clinical trials when samples are collected over a longer period of time. Costs of CyTOF are high, as the metal-tagged antibodies and antibody conjunction kits are expensive. A major downside of CyTOF is that acquisition flow rate is quite slow compared to flow cytometry, by almost an order of magnitude. Because heavy metals are common in laboratory reagents, avoiding contamination during sample preparation is very important.
Sources: en.wikipedia.org
Karl Fischer titration is a common reference method that quantifies water by a chemical reaction. Thermogravimetric analysis can also estimate moisture by weight loss on heating. Method choice depends on sample size and whether other volatile substances are present.
Cake collapse often occurs when the product exceeds its collapse temperature during primary drying. The frozen matrix loses structure and the ice channels close. Optimizing formulation and cycle parameters helps avoid this defect.
No. Storage temperature depends on the stability of the dried material. Some products are stable at room temperature, while others require refrigeration or freezing. Container integrity and moisture barriers also affect shelf life.
Most are held in sealed containers at controlled temperatures, often 2–8 °C, while some require frozen storage. Protection from moisture and light helps preserve the dry matrix. Exact conditions are set by the manufacturer or study protocol.