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 2025-11-02. Where a claim depends on a specific study, the study is described rather than over-claimed.
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.
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.
Handling practices aim to prevent moisture ingress and mechanical damage. Vials should remain stoppered and crimped until use, and reconstitution should follow the labeled diluent and volume. Shipping may involve temperature-controlled containers and desiccants, but direct contact between desiccant and product is avoided. Regulatory guidance expects documented storage conditions, excursion assessments, and stability commitments. Open questions remain about how best to predict long-term stability from short accelerated studies for every formulation class.
After lyophilization, the product is usually a porous cake or powder with a large internal surface area. This structure can absorb moisture quickly if exposed to humid air, so vials are sealed under vacuum or an inert gas. Moisture uptake may lower the glass transition temperature of the dried matrix and accelerate chemical or physical degradation. Storage conditions therefore depend on the formulation, container, and intended shelf life. Some products remain stable at room temperature, while others require refrigeration or freezing.
Quality control for lyophilized products includes appearance, cake structure, reconstitution time, pH, residual moisture, and potency. Residual moisture is a key attribute because excess water can reduce stability, while excessively low moisture may cause structural changes or aggregation in some systems. Stability studies compare real-time and accelerated conditions to estimate shelf life. Analytical methods must be validated for the specific matrix, container, and moisture range. Sterility and container integrity are also monitored for sterile products.
| Property | Value | Notes |
|---|---|---|
| Typical storage temperature | 2–8 °C | Common for biological materials; some require −20 °C or colder |
| Residual moisture specification | 0.5–3.0% w/w | Product-specific; measured after drying |
| Common moisture method | Karl Fischer titration | Coulometric or volumetric; detects water content |
| Cake appearance | Uniform and porous | Collapse, meltback, or cracks are deviations |
| Reconstitution time | Seconds to several minutes | Depends on formulation, cake structure, and diluent |
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.
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.
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.
=== History === It is said that Cleopatra, Queen of Ancient Egypt, took baths in donkey milk to preserve the beauty and youth of her skin. Legend has it that no less than 700 donkeys were needed to provide the quantity of milk necessary for her daily bath. This was also the case for Poppaea Sabina (30–65), second wife of Roman Emperor Nero, who is referred to in Pliny's description of the virtues of ass milk for the skin: "It is generally believed that ass milk effaces wrinkles in the face, renders the skin more delicate, and preserves its whiteness: and it is a well-known fact, that some women are in the habit of washing their face with it seven times daily, strictly observing that number. Poppaea, the wife of Emperor Nero, was the first to practice this; indeed, she had sitting baths, prepared solely with ass milk, for which purpose whole troops of she-asses used to attend her on her journeys." In his poem Medicamina Faciei Femineae, Roman poet Ovid (43 BC–18 AD) suggests beauty masks made with donkey milk. Pauline Bonaparte (1780–1825), Napoleon's sister, is reported to have used ass milk for her skin care.
=== Taiwanese === The history of soy sauce making in Taiwan can be traced back to southeastern China, in the provinces of Fujian and Guangdong. Taiwanese soy sauce is known for its black bean variant, known as black bean soy sauce (黑豆蔭油), which producers claim to have stronger flavor and more nutrition. Most soy sauce makers in Taiwan make soy sauce from soybeans and wheat using machines, which is a technique introduced during Japanese rule. A smaller number of producers continue to handmake soy sauce in the traditional way.
Throughout 1948 and 1949, the Việt Minh engaged in ambushes and sabotage of French convoys and infrastructure. Meanwhile, the French government was still looking for a political solution and major military operations stalled for a lack of manpower. With the triumph of the communists in China's civil war in October 1949, the Vietnamese communists gained a major political ally on their northern border, who supported them with advisers, weapons and supplies along with camps where new recruits were trained. Between 1950 and 1951, Giap re-organized his local forces into five full conventional infantry divisions, the 304th, 308th, 312th, 316th and the 320th. In January 1950, Ho's government gained recognition from China and the Soviet Union. Shortly after in February, the government of Bảo Đại gained recognition by the United States and the United Kingdom. Along with Mao Zedong's victory in China, this gesture by the main Communist powers, played a part in shifting the US view of the war, which began to be seen as part of the global struggle against Communism. Starting in May, the United States began to provide military aid to France in the form of weaponry and military observers. In June 1950, the Korean War broke out between communist North Korea (DPRK) supported by China and the Soviet Union, and South Korea (ROK) supported by the United States and its allies in the UN. The Cold War was turning 'hot' in East Asia, and the American government feared communist domination of the entire region would have deep implications for American interests.
== Publications == Pratley, Richard E; Nauck, Michael; Bailey, Timothy; Montanya, Eduard; Cuddihy, Robert; Filetti, Sebastiano; Thomsen, Anne Bloch; Søndergaard, Rie Elvang; Davies, Melanie (2010). "Liraglutide versus sitagliptin for patients with type 2 diabetes who did not have adequate glycaemic control with metformin: a 26-week, randomised, parallel-group, open-label trial". The Lancet. 375 (9724): 1447–56. doi:10.1016/S0140-6736(10)60307-8. PMID 20417856. S2CID 3291387. Buse, John B; Rosenstock, Julio; Sesti, Giorgio; Schmidt, Wolfgang E; Montanya, Eduard; Brett, Jason H; Zychma, Marcin; Blonde, Lawrence (2009). "Liraglutide once a day versus exenatide twice a day for type 2 diabetes: a 26-week randomised, parallel-group, multinational, open-label trial (LEAD-6)". The Lancet. 374 (9683): 39–47. doi:10.1016/S0140-6736(09)60659-0. PMID 19515413. S2CID 25135640. Jensterle, M.; Sebestjen, M.; Janez, A.; Prezelj, J.; Kocjan, T.; Keber, I.; Pfeifer, M. (2008). "Improvement of endothelial function with metformin and rosiglitazone treatment in women with polycystic ovary syndrome". European Journal of Endocrinology. 159 (4): 399–406. doi:10.1530/EJE-08-0507. PMID 18653546. Jensterle, M; Weber, M; Pfeifer, M; Prezelj, J; Pfutzner, A; Janez, A (2008). "Assessment of insulin resistance in young women with polycystic ovary syndrome". International Journal of Gynecology & Obstetrics. 102 (2): 137–40. doi:10.1016/j.ijgo.2008.03.017. PMID 18504045. S2CID 13513083. Jensterle, M.; Janez, A.; Mlinar, B.; Marc, J.; Prezelj, J.; Pfeifer, M. (2008).
Cordyceps fungi produce cordycepin as a means of infecting insect populations, due to its biological activity. Precisely how it works in insects is unknown, but higher cordycepin production is associated with higher larval mortality and more fungus growth. When cordycepin is added to an insect infected by a fungus unable to produce cordycepin, the infection is also enhanced. Because cordycepin is similar to adenosine, some enzymes cannot discriminate between the two. It can therefore participate in certain biochemical reactions (for example, 3-dA can trigger the premature termination of mRNA synthesis). Cordycepin has displayed cytotoxicity against some leukemic cell lines in vitro. Additionally, cordycepin displays an effect in cancers, such as lung, renal, colon, and breast cancer. Cordycepin reduces viable A549 lung cancer cell populations by 50%. By acting at RUVBL2, cordycepin is the most potent molecular circadian clock resetter out of several screened compounds. In mice, administration of cordycepin (at 1 hour before lights-out for; 1 hour before lights-on for phase delay) greatly accelerated the adaptation to 8-hour jet lags. Cordycepin produces rapid, robust imipramine-like antidepressant effects in animal models of depression, and these effects, similarly to those of imipramine, are dependent on enhancement of AMPA receptor signaling. Increased phosphorylation of GSK3β and subsequent β-catenin increase could be another mechanism. Yet another article argues for a role of the gut microbiome while also showing an effect on adipose tissue.
Sources: en.wikipedia.org
In contrast, siRNAs typically base-pair perfectly and induce mRNA cleavage only in a single, specific target. In Drosophila and C. elegans, miRNA and siRNA are processed by distinct Argonaute proteins and Dicer enzymes.
== Stimulants == Stimulants directly affect the central nervous system, increasing blood flow and heart rate. These drugs primarily help athletes in complex team sports like basketball and association football as well as choreographed sports like figure skating and artistic gymnastics. Stimulants that are banned in competition only include amphetamines, beta-2 agonists, ephedrine, pseudoephedrine, fencamfamine, cocaine, methamphetamines, mesocarb, and other substances with similar chemical structures and biological effects, including the following:
=== Proto-gene model === This proto-gene model agrees with the preadaptation model about the importance of pervasive expression, and refers to the set of pervasively expressed sequences that do not meet all definitions of a gene as "proto-genes". In contrast to the preadaptation model, the proto-gene model, suggests newborn genes have features intermediate between old genes and non-genes. Specifically this model envisages a more gradual process under selection from non-genic to genic state, rejecting the binary classification of gene and non-gene. In an extension of the proto-gene model, it has been proposed that as proto-genes become more gene-like, their potential for adaptive change gives way to selected effects; thus, the predicted impact of mutations on fitness is dependent on the evolutionary status of the ORF. This notion is supported by the fact that overexpression of established ORFs in S. cerevisiae tends to be less beneficial (and more harmful) than does overexpression of emerging ORFs. Several features of ORFs correlate with ORF age as determined by phylostratigraphic analysis, with young ORFs having properties intermediate between old ORFs and non-genes; this has been taken as evidence in favor of the proto-gene model, in which proto-gene state is a continuum . This evidence has been criticized, because the same apparent trends are also expected under a model in which identity as a gene is a binary. Under this model, when each age group contains a different ratio of genes vs. non-genes, Simpson's paradox can generate correlations in the wrong direction.
=== Mental health === The longitudinal study Excess Mortality from Suicide and other External Causes of Death Among Women with Cosmetic Breast Implants (2007), reported that women who sought breast implants are almost 3.0 times as likely to commit suicide as are women who have not sought breast implants. Compared to the standard suicide-rate for women of the general populace, the suicide-rate for women with augmented breasts remained alike until 10-years post-implantation, yet it increased to 4.5 times greater at the 11-year mark, and so remained until the 19-year mark, when it increased to 6.0 times greater at 20-years post-implantation. Moreover, additional to the suicide risk, women with breast implants also faced a 3 times greater death risk from alcoholism and drug abuse (prescription and recreational). Although seven studies have found correlation between undergoing a breast augmentation procedure to a greater suicide rate in women, the research indicates that augmentation surgery does not increase the suicide risk. It is the psychopathologically afflicted woman who is likelier to undergo breast augmentation. Moreover, the study Effects of Breast Augmentation Mammoplasty on Self-Esteem and Sexuality: A Quantitative Analysis (2007), reported that the women attributed their improved self-esteem, self-image, and increased, satisfactory sexual functioning to having undergone breast augmentation; the cohort, aged 21–57 years, averaged post-operative self-esteem increases ranging from 20.7 to 24.9 points on the 30-point Rosenberg self-esteem scale.
=== Beyond Raw === GNC is a company that offers creatine supplements in both pill and powder forms through its GNC AMP® and Beyond Raw® Chemistry Labs product lines. Their products have been scientifically supported and clinically tested, such as the GNC AMP® Creatine HCl 189™. In collaboration with The Hershey Company, products like Beyond Raw® LIT™ JOLLY RANCHER Grape pre-workout powder and on the-go have been produced which come in flavours like watermelon, green apple, and blue raspberry. Each pre-workout supplement contains clinically dosed ingredients, such as L-Citrulline, CarnoSyn betaalanine, micronized creatine, caffeine, and Nitrosigine. Other supplements like Burn MF Metabolic Activator Powder, Capsules, Sticks, and Drink belong to the Beyond Raw brand. Additionally, the text mentions that a new flavor, JOLLY RANCHER Grape, has been launched after the release of another supplement called Beyond Raw Concept X in May 2022. However, in a settlement with the Department of Justice, GNC, the largest retailer of supplements in the country, has agreed to pay $2.25 million. This settlement comes as part of a larger effort by the federal government to crack down on supplements that contain undisclosed drug ingredients, harmful compounds, or inaccurate ingredient labeling. As part of the settlement, GNC has committed to improving its product screening process and removing any supplements containing illegal or unsafe ingredients. In addition, the company will maintain a list of products that have been deemed safe for sale.
Sources: en.wikipedia.org
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.
Cake collapse suggests the material exceeded its collapse temperature during drying or later absorbed moisture. It can lead to slower reconstitution, uneven moisture, and reduced stability. Appearance alone may not reveal the cause, so process records and moisture tests are used together.
Some residual moisture is common and may be acceptable within a defined range. Very low moisture can alter stability or increase brittleness, while high moisture promotes hydrolysis and microbial risk. Specifications are based on product-specific stability data.
Collapse occurs when the product temperature rises above its collapse or eutectic temperature during drying. The frozen matrix loses structure, producing a shrunken or melted appearance. This can slow reconstitution and may affect stability.