If you have been reading about calibration curve 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 2026-04-19. Numbers and descriptions here follow the published literature rather than marketing material.
Laboratories apply HPLC testing across pharmaceutical, food, environmental, and industrial chemistry. The method can measure active ingredients, impurities, additives, preservatives, and degradation products. Sample preparation often includes dilution, filtration, and sometimes extraction or derivatization. The choice of column, mobile phase, pH, temperature, and detector depends on the analytes and matrix. Results are compared with reference standards to assign identity and concentration. Method suitability is judged by resolution, precision, and accuracy.
HPLC testing is not a single fixed procedure; it is a family of separation modes. Reversed-phase, normal-phase, ion-exchange, size-exclusion, and affinity chromatography each suit different analyte properties. Reversed-phase methods dominate because they handle many neutral and moderately polar compounds. Detection can be optical, electrochemical, or mass spectrometric, and the detector dictates what information is available. Coupling with mass spectrometry increases selectivity and enables identification when standards are unavailable. The technique cannot separate every mixture without adjustment.
HPLC testing is an analytical technique used to separate, identify, and quantify components in a liquid sample. It relies on a pressurized mobile phase that carries the sample through a column packed with stationary phase. Different compounds travel at different rates because of interactions with the stationary and mobile phases. The resulting signal versus time is a chromatogram. Peak position indicates identity under specified conditions, while peak area or height relates to amount.
Data handling and documentation are central to HPLC quality control. Electronic systems should have audit trails that record changes to methods, sequences, and results. Integration parameters, such as peak baseline and threshold, can affect reported areas and must be defined in advance. Out-of-specification results trigger a structured investigation that may include reanalysis, instrument checks, and review of sample preparation. Regulatory inspections often examine raw data, audit trails, and training records to verify that reported results are traceable and reliable.
Method validation establishes that an HPLC procedure is suitable for its intended use. Key parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, and robustness. Accuracy measures agreement with a true or accepted value, while precision describes repeatability and intermediate precision. Specificity confirms that the method measures the analyte without interference from impurities, degradants, or excipients. Validation is documented in a protocol and report, and acceptance criteria are set before experiments begin. Regulatory guidance varies by region, but the general principles are widely harmonized.
| Property | Value | Notes |
|---|---|---|
| Abbreviation | HPLC | Also called high-performance liquid chromatography |
| Separation mechanism | Differential partitioning | Compounds distribute between mobile and stationary phases |
| Typical column chemistry | C18 (octadecylsilane) | Used in reversed-phase separations |
| Typical detector | UV-Vis or photodiode array | Mass spectrometry is common for trace and confirmatory work |
| Typical particle size | 1.8–5 µm | Smaller particles require higher pressure and can improve speed |
Routine quality control monitors retention time shifts, baseline noise, system pressure, and peak shape. Trends can reveal column aging, mobile phase preparation errors, detector drift, or sample degradation. Corrective actions may include replacing the column, preparing fresh mobile phase, or recalibrating the detector. Stability testing often uses HPLC to measure parent compound loss and degradation product formation. Open questions remain about how accelerated stability results extrapolate to long-term storage under varied conditions.
Quality control for HPLC testing combines scheduled checks, documented procedures, and review of results. Before sample analysis, system suitability testing confirms that the instrument, column, and method meet predefined criteria. Common criteria include resolution between critical peaks, retention time precision, peak tailing, and theoretical plate count. Failure triggers investigation before results are reported. Records link raw data, calculations, instrument logs, and analyst identity to each batch, supporting audits and repeat analysis.
In 2020, PTC acquired Censa Pharmaceuticals, Inc., a biopharmaceutical company focused on the development of CNSA-001 (sepiapterin), a clinical-stage investigational therapy for orphan metabolic diseases, including phenylketonuria (PKU) and other diseases associated with defects in the tetrahydrobiopterin (BH4) biochemical pathways diagnosed at birth. In 2020, PTC announced the FDA approval of Evrysdi (risdiplam) for the treatment of spinal muscular atrophy (SMA) in adults and children 2 months and older. In 2024, Novartis has committed $1 billion upfront in a licensing deal with PTC Therapeutics for an experimental treatment for Huntington’s disease, with the potential for an additional $1.9 billion tied to achieving specific development, regulatory, and commercial milestones. PTC Therapeutics’ therapy, known as PTC518, is an oral medication designed to reduce the production of the mutant protein linked to the genetic mutation responsible for the disease. This mutant protein is believed to contribute to neuronal death, driving disease progression. In June, interim data from a Phase 2 trial indicated that PTC518 successfully lowered levels of the mutant protein in both blood and cerebrospinal fluid.
RNA sequencing (RNA-seq) RNA-seq is a high-throughput RNA sequencing technology that allows scientists to profile the entire RNA (transcriptome). Therefore, novel transcripts and gene expression level can be identified based on cDNA libraries. This method can be used for cancer diagnosis and treatment evaluation. Reverse transcription polymerase chain reaction (RT-PCR) RT-PCR is a widely used mRNA expression detection method. It enables reverse transcription of mRNA to cDNA for further identification and qualification. In early 1992, RT-PCR was applied in PSA gene expression in peripheral blood for early prostate cancer diagnosis. Digital PCR (dPCR) dPCR is a relatively accurate quantification method of measuring the initial concentration of mRNA targets. It can be applied to analyze genetic and epigenetic changes. In-situ hybridization (ISH) ISH is a tissue dependent visualization method of identifying mRNA targeted in the samples. The "tissue" can be blood sample. In chronic myeloid leukemia, ISH has been applied on peripheral-blood specimens.
Clostridium tetani produces tetanus toxin (TeNT protein), which leads to a fatal condition known as tetanus in many vertebrates (including humans). Tetanus toxin is produced from Clostridium tetani, a spore forming bacteria commonly found in soil, Tetanus is a paralytic disease that commonly affects newborns and non-immunized individuals. Tetanus enters the body of organisms through wounds or skin breaks and can be found in manure, soil, and dust. Tetanus mechanism includes tetanus preventing the transmission of glycine and γ-aminobutyric acid from inhibitory interneurons in the spinal cord, leading to activation of motor neurons causing contraction (known as spastic paralysis). It can also cause dysautonomia through a similar process that leads to autonomic dysinhibition. When tetanus toxin enters the body it is taken up by cholinergic nerve endings travel through axons into the spinal cord, the toxin is subsequently released from motor neurons and reuptaken into inhibitory nerve terminals triggering loss of inhibition and exaggerated reflexes in intoxicated individuals. Tetanus intoxication is a vaccine preventable illness.
Bismuth subsalicylate is used to treat diarrhea; it is the active ingredient in such "pink bismuth" preparations as Pepto-Bismol, as well as the 2004 reformulation of Kaopectate. It is also used to treat some other gastrointestinal diseases such as shigellosis and cadmium poisoning. The mechanism of action of this substance is still not well documented, although an oligodynamic effect (toxic effect of small doses of heavy metal ions on microbes) may be involved in at least some cases. Salicylic acid from hydrolysis of the compound is antimicrobial for toxogenic E. coli, an important pathogen in traveler's diarrhea. A combination of bismuth subsalicylate and bismuth subcitrate is used to treat the bacteria causing peptic ulcers. Bibrocathol is an organic bismuth-containing compound used to treat eye infections. Bismuth subgallate, the active ingredient in Devrom, is used as an internal deodorant to treat malodor from flatulence and feces. Bismuth salts began being used for treatment of congenital syphilis in 1884, expanding to syphilis treatment in the general population between 1921 and 1924. Bismuth salts (including sodium bismuth tartrate) administered via intramuscular injection offered a less toxic alternative or supplement to arsenic-based therapies such as Salvarsan. Bismuth compounds served as a standard treatment for syphilis until 1943, when the introduction of penicillin superseded heavy metal-based protocols.
Psychiatric treatments have changed over the past several decades. In the past, psychiatric patients were often hospitalized for six months or more, with some cases involving hospitalization for many years. Average inpatient psychiatric treatment stay has decreased significantly since the 1960s, a trend known as deinstitutionalization. Today in most countries, people receiving psychiatric treatment are more likely to be seen as outpatients. If hospitalization is required, the average hospital stay is around one to two weeks, with only a small number receiving long-term hospitalization. However, in Japan psychiatric hospitals continue to keep patients for long periods, sometimes even keeping them in physical restraints, strapped to their beds for periods of weeks or months. Psychiatric inpatients are people admitted to a hospital or clinic to receive psychiatric care. Some are admitted involuntarily, perhaps committed to a secure hospital, or in some jurisdictions to a facility within the prison system. In many countries including the United States and Canada, the criteria for involuntary admission vary with local jurisdiction. They may be as broad as having a mental health condition, or as narrow as being an immediate danger to themselves or others. Bed availability is often the real determinant of admission decisions to hard pressed public facilities. People may be admitted voluntarily if the treating doctor considers that safety is not compromised by this less restrictive option.
Sources: en.wikipedia.org
===== Mass media and freedom of the press ===== During the government of Santiago Peña, the situation of the mass media and freedom of the press in Paraguay worsened, according to the Chapultepec Index of the Inter American Press Association (SIP). In 2023, Paraguay fell to position #10 in the freedom of speech ranking in Latin America, a drop from position #8 the previous year. This change led the country to be classified as "restricted" in terms of freedom of the press, instead of "low restriction". Santiago Peña has been questioned by sectors of the press, especially by ABC Color, due to alleged conflicts of interest and use of public assets. On several occasions he responded critically, accusing media outlets of extortion and manipulation. After revelations about his stake in Ueno Holding, a company benefited during his government, he announced in April 2025 the sale of his shares. Although he signed the Declaration of Chapultepec, his relationship with the press has been tense.
The gingiva often possess a textured surface that is referred to as being stippled (engraved points). Stippling only presents on the attached gingiva bound to underlying alveolar bone, not the freely moveable alveolar mucosa or free gingiva. Stippling used to be thought to indicate health, but it has since been shown that smooth gingiva is not an indication of disease, unless it is smooth due to a loss of previously existing stippling. Stippling is a consequence of the microscopic elevations and depressions of the surface of the gingival tissue due to the connective tissue projections within the tissue. The degree of keratinization and the prominence of stippling appear to be related. To be more specific, stippling occurs at sites of fusion of the epithelial ridges (also known as rete pegs – depression of epithelium) and correspond to the fusion of the valleys created by the connective tissue papillae (elevation of connective tissue papilla). An example of stippling could be dots found on a basketball or an orange.
is able to account for the decrease in viscosity observed in some solutions. Estimated values of these constants are shown below for sodium chloride and potassium iodide at temperature 25 °C (mol = mole, L = liter).
Coller (1966), father of Abciximab, vice president and physician-in-chief at Rockefeller University Peter Gray (1966), psychologist; professor at Boston College Brian Weiss (1966), psychiatrist noted for his research on reincarnation and past life regression Richard Axel (1967), winner of the Nobel Prize in Physiology or Medicine for studying the operations of the olfactory system Nai Phuan Ong (1967), professor of Physics at Princeton University Nick Scoville (1967), professor of astronomy at California Institute of Technology Robert Wald (1968), theoretical physicist at the University of Chicago Sidney R. Nagel (1969), University of Chicago physicist specializing in the complex physics of everyday materials Thomas B. Kornberg (1970), biochemist who was the first to purify and characterize DNA polymerase II and DNA polymerase III Harold J. Vinegar (1970), former chief scientist for physics of Shell plc, professor at Ben-Gurion University of the Negev Franklin G. Miller (1971), bioethicist at the National Institutes of Health Eric Rose (1971), cardiothoracic surgeon known for performing the first successful paediatric heart transplant; former president of the International Society for Heart and Lung Transplantation Paul S. Appelbaum (1972), psychiatrist credited with conceptualizing the idea of therapeutic misconception Steven M. Bellovin (1972), professor of computer science at Columbia University and chief technologist of Federal Trade Commission Rick L.
Impaired NO synthesis Nitric oxide is known as an important stimulator of cell proliferation, maturation and differentiation. Thus, nitric oxide increases fibroblast proliferation and thereby collagen production in wound healing. Also, L-arginine and nitric oxide are required for proper cross-linking of collagen fibers, via proline, to minimize scarring and maximize the tensile strength of healed tissue. Endothelial cell specific nitric oxide synthase (EcNOS) is activated by the pulsatile flow of blood through vessels. Nitric oxide produced by EcNOS, maintains the diameter of blood vessels and proper blood flow to tissues. In addition to this, nitric oxide also regulates angiogenesis, which plays a major role in wound healing. Thus, diabetic patients exhibit reduced ability to generate nitric oxide from L-arginine. Reasons that have been postulated in the literature include accumulation of nitric oxide synthase inhibitor due to high glucose associated kidney dysfunction and reduced production of nitric oxide synthase due to ketoacidosis observed in diabetic patients and pH dependent nature of nitric oxide synthase. Structural and functional changes in fibroblasts Diabetic ulcer fibroblasts show various morphological differences compared to fibroblasts from age-matched controls. Diabetic ulcer fibroblasts are usually large and widely spread in the culture flask compared to the spindle-shaped morphology of the fibroblasts in age-matched controls.
Sources: en.wikipedia.org
It measures the presence and amount of one or more compounds in a liquid sample. Separation occurs in a column, and detection produces a signal proportional to concentration. Identification usually requires comparison with a known reference standard under the same conditions.
In most cases the sample is consumed or altered during analysis, though some detectors are non-destructive. Fractions can be collected after separation for further study. Repeated testing therefore requires additional sample.
Run times range from under a minute for fast methods to over an hour for complex separations. Sample preparation, equilibration, and data review add time. Throughput depends on instrument configuration and method requirements.
System suitability is a set of checks that confirm the instrument and method perform within limits before sample analysis. It typically includes resolution, tailing factor, retention time, and peak area reproducibility. If a check fails, the run is invalidated until the cause is resolved.