If you have been reading about Cake collapse 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 2026-04-10. Numbers and descriptions here follow the published literature rather than marketing material.
Stability of a lyophilized solid depends on water content, temperature, and the physical state of the formulation. Amorphous products may slowly absorb moisture and drop below their glass transition temperature, causing collapse or crystallization. Some proteins and peptides can aggregate even in a dry state, especially when exposed to heat or moisture. Accelerated stability studies at elevated temperature and humidity help estimate shelf life, but real-time data remain the basis for expiration dating.
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.
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 cake or plug | Uniform structure suggests the drying cycle preserved the matrix. |
| Reconstitution time | Usually under 2 minutes | Depends on cake porosity, diluent volume, and excipient composition. |
| Water content range | 0.5–3% w/w | Common specification range; exact limits are product-specific. |
| Headspace oxygen | <1% v/v | Inert gas backfill reduces oxidation of sensitive materials. |
| Storage temperature | 2–8 °C or controlled room temperature | Choice depends on accelerated and real-time stability results. |
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.
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.
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.
==== LC16m8 ==== LC16m8 is a minimally replicating attenuated strain of vaccinia that is manufactured by Kaketsuken in Japan. In November 2024, WHO added LC16m8 to its Emergency Use Listing following updated safety data. It has been found to be safe and effective, including in people with well-controlled HIV. Because the strain remains able to "minimally" replicate, it should not be used in immunocompromised people such as people with immunodeficiency, people taking immunosuppressants, and people with a CD4 cell count of less than 200 cells/μL. It is commercially known as LC16 KMB. Working at the Chiba Serum Institute in Japan, So Hashizume passaged the Lister strain 45 times in primary rabbit kidney cells, interrupting the process after passages 36, 42, and 45 to grow clones on chorioallantoic membrane and select for pock size. The resulting variant was designated LC16m8 (Lister clone 16, medium pocks, clone 8). Unlike the severely-damaged MVA, LC16m8 contains every gene that is present in the ancestral vaccinia. However, a single-nucleotide deletion truncates membrane protein B5R from a residue length of 317 to 92. Although the truncated protein decreases production of extracellular enveloped virus, animal models have shown that antibodies against other membrane proteins are sufficient for immunity. LC16m8 was approved in Japan in 1975 after testing in over 50,000 children. Vaccination with LC16m8 results in a vaccine "take", but safety is similar to MVA.
Ryan takes control of Jack's actions by asking, "Would you kindly?"; a phrase that has preceded many of Atlas's commands as a hypnotic trigger, forcing him to follow any orders without question. Jack also realizes he was responsible for the plane crash, having read a letter onboard containing the same trigger phrase. Ryan chooses to die by his own will and compels Jack to beat him to death with a golf club. Atlas reveals himself to be Fontaine, having faked his death and used "Atlas" as an alias to hide his identity while providing a heroic figure for the poor to rally behind. With Ryan dead, Fontaine takes control of the city and leaves Jack to be killed by hostile security drones. Jack is saved by Dr. Tenenbaum, who helps remove Fontaine's mental conditioning, including one that would have stopped Jack's heart. Jack pursues Fontaine to his lair, where Fontaine transforms himself into a hulking humanoid creature by injecting himself with a large supply of ADAM. The Little Sisters aid Jack in draining the ADAM from Fontaine's body and eventually kill him. The ending depends on how the player interacts with the Little Sisters:
Off California, white sharks will eat cabezons, white seabasses, lingcod, halibut, leopard sharks, smooth-hounds, spiny dogfishes, school sharks, stingrays, bat rays, and skates. In the Mediterranean, they consume Atlantic bluefin tunas, bullet tunas, Atlantic bonitos, swordfishes, blue sharks, shortfin makos, and stingrays. An ocean sunfish was also recorded in a white shark's stomach. Off the northeastern US, juveniles commonly eat bottom-dwelling fish like hake, while off South Africa, they often prey on dusky sharks. The remains of an adult whale shark were found in a white shark, though whether this was active hunting or scavenging could not be determined. They are also recorded to consume cephalopods, as evidenced by beaks found in their stomachs. Off South Africa, white sharks under 2.5 m (8.2 ft) were found with remains of coastal and bottom-dwelling species like certain octopus species, as well as species of the genera Sepia and Loligo, while larger sharks seem to prefer more open-ocean species like those of the genera Ancistrocheirus, Octopoteuthis, Lycoteuthis, Ornithoteuthis, Chiroteuthis, and Argonauta. Near Guadalupe, white sharks have been documented with scars that appear to have been caused by neon flying squids, jumbo squids, and giant squids. Both fish and cephalopods may be important food sources at the White Shark Café. Other animals recorded as prey include sea turtles.
=== Underwater work === Chainsaws are used for underwater cutting by professional divers. They are usually driven by hydraulic power supplied from the surface and operated by commercial divers using surface-supplied diving equipment. Underwater chainsaw cutting may also be used by public safety divers. Hydraulic chainsaws can be used to cut wood, concrete, brick and steel if the appropriate chain is used. Underwater cutting may be done in conditions of moving water and low visibility, which can increase risk, and appropriate safety precautions and suitable procedures are required for safety. Underwater wood structures may include bridge pilings, pier, and dock timbers. Chain saws generally include an interlocking safety trigger with hand guard.
=== MAGA fallout over non-release of Jeffrey Epstein files === On July 7, 2025, the FBI issued a two-page statement saying they had concluded that infamous sex offender Jeffrey Epstein did not possess a "client list", even though Attorney General Pam Bondi had hinted in February that such a document was on her desk. Several right-wing media personalities were highly critical of the decision. And per mainstream sources, FBI Deputy Director Dan Bongino is considering resigning and had been feuding with Bondi. One of the reasons given for the non-release is the privacy of the victims. At a White House press conference on the same day, President Trump asked a reporter, "Are you still talking about Jeffrey Epstein?" In late-July 24, several Senator Republicans spoke in favor of releasing the information. Lindsey Graham (Republican-South Carolina) said, "The idea that Trump did something nefarious and Biden sat on it for four years, It's hard to believe. Just put it out. Let people look at it." Josh Hawley (R-Missouri) said, "Anybody who ever met him is going to be mentioned, so I don't think that's a big deal ... but nor is it a reason to withhold the documents." Thom Tillis (R-North Carolina) said, "I'm where I've been every time you always ask me this question. Release the damn files." On September 3, 2025, at an at large outside press conference on the Capitol steps, legislators were joined by nearly a dozen women who state they had been abused by convicted offender Epstein.
Sources: en.wikipedia.org
==== Bupropion (Wellbutrin) ==== The company was also fined for promoting Wellbutrin (bupropion) – approved at the time for major depressive disorder and also sold as a smoking-cessation aid, Zyban – for weight loss and the treatment of attention deficit hyperactivity disorder, sexual dysfunction and substance addiction. GSK paid doctors to promote these off-label uses, and set up supposedly independent advisory boards and Continuing Medical Education programmes.
=== Macro-TGA === In TGA, the sample is loaded first before the increase of temperature, and the heating rate is low (less than 100 °C min−1). Macro-TGA can use gram-scale samples to investigate the effects of pyrolysis with mass and heat transfer.
However, a subsequent study failed to replicate these findings under similar conditions. In addition, as previously described, RO5203648 did not affect methamphetamine-induced dopamine release and reuptake inhibition in synaptosomes in vitro. The dopamine elevations and psychostimulant-like effects of amphetamines are not only preserved but are actually augmented in TAAR1 knockout mice in vivo. Concordant in-vivo findings have been made with amphetamines combined with TAAR1 agonists and antagonists as well as with TAAR1 overexpression. It appears that TAAR1 agonism by amphetamines, such as amphetamine, methamphetamine, and MDMA, auto-inhibits their monoaminergic effects. Conversely, most cathinones lack TAAR1 agonism, and this might enhance their effects compared to amphetamines. RO5203648 does not significantly affect basal locomotion. Conversely, the drug has been found to dose-dependently suppress cocaine-induced hyperlocomotion in mice and rats, whereas it only suppressed dextroamphetamine-induced hyperactivity at a high dose in rats and did not affect dextroamphetamine-induced hyperlocomotion in mice. RO5203648 reduced early but potentiated late hyperlocomotion induced by methamphetamine. With chronic administration of RO5203648 and methamphetamine, RO5203648 dose-dependently and progressively decreased methamphetamine-induced hyperlocomotion. TAAR1 full agonists like RO5166017 and RO5256390 also suppress psychostimulant-induced hyperlocomotion.
=== Surgery === Bariatric surgery has also been proposed as another approach to treat BED, and a recent meta-analysis showed that approximately two-thirds of individuals who seek this type of surgery for weight loss purposes have BED. Bariatric surgery recipients who had BED before receiving the surgery tend to have poorer weight-loss outcomes and are more likely to continue to exhibit eating behaviors characteristic of BED.
== Micro-structures == There are many applications of directed assembly in the micro-scale, from tissue engineering to polymer thin-films. In tissue engineering, directed assembly have been able to replace scaffolding approach of building tissues. This happens by controlling the position and organization of different cells, which are the "building blocks" of the tissue, into different desired micro-structures. This eliminates the error of not being able to reproduce the same tissue, which is a major issue in the scaffolding approach.
Sources: en.wikipedia.org
== Awards and honours == 2011 American Chemical Society Cincinnati Chemist of the Year 2015 American Microchemical Society Benedetti Pichler Award 2016 Power List of Top 50 Women Analytical Scientists 2016 Fellow of the Royal Society of Chemistry 2021 The Chromatography Forum of the Delaware Valley Stephen Dal Nogare Award
The gastrointestinal wall of the gastrointestinal tract is made up of four layers of specialised tissue. From the inner cavity of the gut (the lumen) outwards, these are the mucosa, the submucosa, the muscular layer and the serosa or adventitia. The mucosa is the innermost layer of the gastrointestinal tract. It surrounds the lumen of the tract and comes into direct contact with digested food (chyme). The mucosa itself is made up of three layers: the epithelium, where most digestive, absorptive and secretory processes occur; the lamina propria, a layer of connective tissue, and the muscularis mucosae, a thin layer of smooth muscle. The submucosa contains nerves including the submucous plexus (also called Meissner's plexus), blood vessels and elastic fibres with collagen, that stretches with increased capacity but maintains the shape of the intestine. The muscular layer surrounds the submucosa. It comprises layers of smooth muscle in longitudinal and circular orientation that also helps with continued bowel movements (peristalsis) and the movement of digested material out of and along the gut. In between the two layers of muscle lies the myenteric plexus (also called plexus). The serosa/adventitia are the final layers. These are made up of loose connective tissue and coated in mucus so as to prevent any friction damage from the intestine rubbing against other tissue. The serosa is present if the tissue is within the peritoneum, and the adventitia if the tissue is retroperitoneal.
Carbohydrates are usually present, often in a mix of simple sugars like glucose and more complex oligosaccharides such as maltodextrin which are supposed to provide more sustained energy. Carbohydrates cause an increase in serotonin levels. These are used both to provide a sweet taste and fuel for exercise, though evidence for whether they actually enhance exercise performance is mixed. Protein supplements, usually in a palatable powdered form such as whey protein or rice protein, are also commonly used both for flavour and as a fuel for muscle growth and recovery. Electrolytes providing sodium, potassium and magnesium (and often others such as zinc, calcium, iron etc in smaller amounts) are often included to replace those lost due to sweating during heavy exercise, generally as a mixture of different salts, sometimes including exotic forms such as zinc monomethionine aspartate or calcium fructoborate which are supposed to be better absorbed or have other special properties. Electrolytes help the body perform homeostasis and prevent dehydration. Nitrate salts are commonly included (often as "beetroot extract") for their supposed benefits for endurance exercise. Sometimes this is achieved by using nitrate salts of other ingredients (e.g. arginine nitrate, creatine nitrate). Creatine, a natural chemical created in the kidneys and liver, is used supposedly to improve physical performance. It also promotes an increase in muscle growth. β-Alanine is a common ingredient found in 87% of leading pre-workout formulas.
The level measurement of liquids in pressure vessels and tanks in the petrochemical industry is undertaken by differential pressure level meters, radar, magnetostrictive, nucleonic, magnetic float and pneumatic bubbler instruments.
Sources: en.wikipedia.org
Sealed vials or containers should be kept at the temperature specified by stability data, often controlled room temperature or 2–8 °C. Moisture and oxygen barriers are important because both can degrade sensitive materials. Opened containers may need immediate use or protection from ambient humidity.
It usually appears as a uniform porous plug or cake that fills the container without excessive shrinkage. Color should match the specification, and there should be no meltback or visible foreign matter. Minor cracking may be acceptable if the product still meets moisture and potency limits.
Water content is a key stability parameter because excess water can promote hydrolysis, aggregation, or cake collapse. It also affects reconstitution and product weight. Each product has a target range, and methods such as Karl Fischer titration are used to verify it.
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.