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.
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Validation establishes that a method is suitable for its intended purpose. Typical parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantification, robustness, and stability of standards and samples. Acceptance criteria are defined in advance, and results are documented in a validation report. Regulatory guidance for pharmaceuticals, foods, and environmental testing differs, so the applicable framework must be identified. Ongoing verification uses control samples and trend charts after validation. Method transfer to another laboratory may require partial revalidation.
Routine quality control includes blanks, duplicates, spiked samples, and certified reference materials. Calibration curves are prepared with standards at several concentrations, and the detector response is checked for linearity. Carryover, column aging, mobile phase evaporation, and temperature drift can shift retention times or peak areas. Maintenance such as replacing seals, filters, and columns helps prevent failures. Records of injections, integration, and deviations support traceability. Audits may request raw data and instrument logs for each batch.
High-performance liquid chromatography, or HPLC, separates dissolved compounds by passing a liquid mobile phase through a packed column. Components distribute differently between the stationary phase and the moving liquid, so they travel at different speeds and exit at different times. A detector records these eluting bands as peaks, and peak area or height relates to amount. The technique supports testing in pharmaceuticals, foods, environmental samples, and industrial chemicals. Quantification usually depends on calibration with known standards.
Several separation modes exist, including reversed-phase, normal-phase, ion-exchange, size-exclusion, and hydrophilic interaction liquid chromatography. Reversed-phase uses a nonpolar stationary phase with a polar mobile phase and is widely applied to small organic molecules. Gradient elution changes mobile phase composition during the run, while isocratic elution keeps it constant. Column chemistry, particle size, temperature, flow rate, and mobile phase pH all influence retention and resolution. Method development selects conditions that separate analytes from matrix components and from each other.
Detection commonly uses ultraviolet-visible absorbance, fluorescence, refractive index, or mass spectrometry. Ultraviolet detection depends on molecular chromophores that absorb light at specific wavelengths. Mass spectrometry provides mass information and sensitive quantification, often after electrospray ionization. Before sample batches, performance checks examine resolution, elution time repeatability, peak symmetry, and plate count. Matrix effects and co-elution remain recognized uncertainties; formal validation studies and orthogonal detection help address them. Detector choice depends on analyte properties and required sensitivity.
| Property | Value | Notes |
|---|---|---|
| Accuracy | Closeness to true value | Often assessed by recovery of spiked samples |
| Precision | Agreement among repeated measurements | Often reported as relative standard deviation |
| Specificity | Ability to measure analyte without interference | Must separate analyte from impurities and matrix |
| Linearity | Proportional detector response | Evaluated across a defined concentration range |
| Robustness | Resistance to small method changes | Tests flow rate, pH, temperature, and mobile phase composition |
Method validation establishes that an HPLC procedure is suitable for its intended purpose. Typical parameters include accuracy, precision, specificity, linearity, range, limit of detection, limit of quantitation, robustness, and solution stability. Accuracy reflects closeness to a reference value, while precision reflects agreement among repeated measurements. Specificity shows whether the method can measure the analyte without interference from matrix components. Validation is documented through protocols and reports, and the required extent depends on the method's use and regulatory context.
Routine quality control uses system suitability, blank injections, check standards, and control samples to detect drift or contamination. System suitability criteria may specify minimum resolution, maximum tailing factor, and a permitted range for repeated injections. Blank injections reveal carryover or solvent contamination, while check standards confirm calibration accuracy over a batch. Control samples with known analyte levels can show whether results remain within statistical limits. When a control result falls outside limits, the analyst investigates the cause and may invalidate affected results before repeating the batch.
Documentation and traceability are central to regulated HPLC testing. Records typically include instrument logs, column history, mobile-phase preparation, sample preparation, injection sequences, raw chromatograms, and audit trails. Electronic systems may require user access controls, time-stamped changes, and backup procedures. Training records show that analysts are qualified for assigned methods. Audits and inspections check whether written procedures match actual practice and whether deviations are documented. These controls support reproducibility and allow results to be reconstructed if questions arise later.
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.
System suitability testing is performed before and during analytical runs to confirm that the instrument and method are working as expected. Common checks include retention time, peak area, resolution between critical pairs, tailing factor, and theoretical plate count. Results are compared with predefined limits, and a failed check requires investigation before sample results are reported. Quality control samples at low, middle, and high concentrations are injected at intervals to monitor accuracy and precision. Blank injections detect carryover and contamination, while control charts track performance over time.
== Prognosis == The long-term outlook (prognosis) for people with cold agglutinin disease varies based on many factors including the severity of the condition, the signs and symptoms present in each person and the underlying cause. For example, people with cold agglutinin disease caused by bacterial or viral infections tend to have an excellent prognosis; in these cases, the symptoms typically disappear within 6 months after the infection has resolved. Mild to moderate primary (unknown cause) cold agglutinin disease can also be associated with a good prognosis if excessive exposure to the cold is avoided. Those with cold agglutinin disease caused by HIV infection or certain types of cancer generally have a poor prognosis due to the nature of the underlying condition.
== Awards and honours == 1964: Blue Key Award: University of Southern California, Los Angeles, USA. 1965–1970: Medical Research Scholar Award (Canada). 1977: USSR Academy of Sciences invitation to lecture in Academies/Universities in Moscow, Pouschino, Novosibirsk, Tashkent, and Leningrad as a visiting professor. 1977: Nuffield Foundation Award, U.K. 1977: Member of the High Table, King's College, University of Cambridge, U.K. 1981–1982: Chairman: Biological Chemistry Division, Chemical Institute of Canada. 1982: Invited to speak at the 56th Nobel Symposium on Inorganic Biochemistry under the auspices of the Nobel Foundation, Sweden. 1984 : Visiting Professor : Université de Paris Nord, Paris, France. 1986: Elected Fellow of the Chemical Institute of Canada (FCIC). 1988: Chinese Academy of Sciences invitation to lecture in Academies/Universities in Beijing, Guiyang and Hangzhou as Visiting Professor. 1996: Commencement Speaker, Akdeniz University, Antalya (Turkey). 1998: Honorary Professor, Ambedkar Center for Biomedical Research, University of Delhi, New Delhi, India. 2000: Visiting Professor (European Union) University of Ioannina, Greece. 2002: Visiting Professor, National University of Singapore, Singapore. 2003: Research Institute (SickKids) Citizenship Award of the Year. 2004: Received R. C. Mehrotra Award for Science from the Vice President of India at the International Conference on Chemistry Biology Interface: Synergistic New Frontiers, New Delhi, India.
==== Desert lung disease ==== A non-occupational form of silicosis, desert lung disease, is caused by long-term exposure to sand dust in desert areas, with cases reported from the Sahara, Libyan desert and the Negev. The disease is caused by deposition of sand dust in the lungs. Desert lung disease may be related to Al Eskan disease, a lung disorder thought to be caused by exposure to sand dust containing organic antigens, first diagnosed after the Gulf War. The relative importance of the silica particles and the microorganisms that they carry in health effects remains unclear.
Sources: en.wikipedia.org
==== Frontal lobes ==== The source of inspiration for Moniz's decision to hazard psychosurgery has been clouded by contradictory statements made on the subject by Moniz and others both contemporaneously and retrospectively. The traditional narrative addresses the question of why Moniz targeted the frontal lobes by way of reference to the work of the Yale neuroscientist John Fulton and, most dramatically, to a presentation Fulton made with his junior colleague Carlyle Jacobsen at the Second International Congress of Neurology held in London in 1935. Fulton's primary area of research was on the cortical function of primates and he had established America's first primate neurophysiology laboratory at Yale in the early 1930s. At the 1935 Congress, with Moniz in attendance, Fulton and Jacobsen presented two chimpanzees named Becky and Lucy who had had frontal lobectomies and subsequent changes in behaviour and intellectual function. According to Fulton's account of the congress, they explained that before surgery, both animals, and especially Becky, the more emotional of the two, exhibited "frustrational behaviour" – that is, tantrums that could include rolling on the floor and defecating – if, because of their poor performance in a set of experimental tasks, they were not rewarded. Following the surgical removal of their frontal lobes, the behaviour of both primates changed markedly and Becky was pacified to such a degree that Jacobsen apparently stated it was as if she had joined a "happiness cult".
In mining, Colombia is the world's largest producer of emerald, and in the production of gold, between 2006 and 2017, the country produced 15 tons per year until 2007, when its production increased significantly, beating the record of 66.1 tons extracted in 2012. In 2017, it extracted 52.2 tons. Currently, the country is among the 25 largest gold producers in the world.
=== Discovery of GLP-2 actions leading to Short Bowel Syndrome treatments === In 1996, Drucker also discovered the first biological actions for GLP-2, demonstrating that it augmented crypt cell proliferation and expansion of the mucosal epithelium in the small bowel of mice and rats. He subsequently identified and characterized a DPP-4-resistant molecule, teduglutide, that was ultimately developed and approved for the treatment of short bowel syndrome in adults and children, a disorder in which fluids are poorly absorbed after resection of the small intestine.
Sources: en.wikipedia.org
=== Respiratory === The primary cause of respiratory failure in dermatomyositis is interstitial lung disease, resulting from damage to the lung interstitium. This is particularly prominent in patients with anti–MDA5 autoantibodies, who are at high risk of developing rapidly progressive interstitial lung disease. In some people, the condition affects the diaphragm muscle, the lungs directly (through inflammation), or both. This causes difficulty breathing, and dermatomyositis is considered to be a restrictive lung disease in patients with these symptoms. Respiratory symptoms occur in about 40% of people with dermatomyositis, and in these people, the symptoms may slowly progress, contributing to increased morbidity and mortality.
is the area of the surface on contact. Pressure is a scalar quantity. It relates the vector area element (a vector normal to the surface) with the normal force acting on it. The pressure is the scalar proportionality constant that relates these two normal vectors:
Pempel (1966), professor of political science and former director of the Institute of Asian Studies at the University of California, Berkeley Roger Sanjek (1966), professor of anthropology at Queens College, City University of New York David Weissbrodt (1966), legal scholar at the University of Minnesota Law School known for drafting the Minnesota Protocol Jay Winter (1966), World War I specialist at Yale University Paul Gewirtz (1967), constitutional law scholar Karl Klare (1967), critical legal studies theorist Norman Friedman (1967), author and naval analyst Mott T. Greene (1967), historian of science, professor at University of Puget Sound Reza Sheikholeslami (1967), Soudavar Professor of Persian Studies at Wadham College, Oxford Jeremy Siegel (1967), professor of the Wharton School of the University of Pennsylvania Terrell Carver (1968), political theorist; professor at the University of Bristol Samuel R. Gross (1968), professor at the University of Michigan Law School; editor of the National Registry of Exonerations project Charles Lindholm (1968), University Professor of Anthropology at Boston University Alfred W. McCoy (1968), historian of Southeast Asia; professor at the University of Wisconsin–Madison Lawrence Susskind (1968), urban planner and mediator; professor at the Massachusetts Institute of Technology Jerry Avorn (1969), professor at the Harvard Medical School William Boone Bonvillian (1969), scholar of innovation technology policy, former director of MIT's Washington, D.C.
Sources: en.wikipedia.org
System suitability is a set of checks performed before and during a run to confirm that the instrument, column, and method work as expected. Common checks include resolution, tailing factor, theoretical plates, and relative standard deviation of replicate injections. Failure triggers troubleshooting or method adjustment.
Validation demonstrates that a method produces reliable results for a defined purpose. It documents performance limits and acceptance criteria. Regulated industries require validation before routine testing of products or samples.
Retention time shifts can arise from changes in mobile phase composition, pH, temperature, column age, or flow rate. Contamination or worn seals may also alter pressure and delivery. Systematic checks of these factors help identify the cause.
HPLC separates and quantifies compounds in a liquid sample. Detectors produce a response proportional to the amount of a compound passing through the flow cell. Identification by retention time requires comparison with a known standard.