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congenital disorders of glycosylation
capillary electrophoresis–electrospray ionization–mass spectrometry
gas chromatography–mass spectrometry
high-performance liquid chromatography
matrix-assisted laser desorption/ionization
medium chain acyl-CoA dehydrogenase
tandem mass spectrometry
maple syrup urine disease
mitochondrial DNA
time of flight
The diagnosis of inborn errors of metabolism is a complex process that necessitates a multidisciplinary approach involving the integration of a wide variety of information from a number of sources. In most cases, the medical geneticist is presented with an extraordinarily ill patient who has been evaluated by several other medical specialists. In these cases, the differential diagnostic list is long, and an array of biochemical or molecular genetic panels may be required to identify the offending metabolites and/or absent enzymes producing the symptoms and disease.
The evaluation of patients with inborn errors of metabolism begins with obtaining a comprehensive history from parents, caregivers, spouses, or other individuals familiar with the patient. Diagnostic clues may be obtained from prenatal and birth history, history of recurrent illnesses in the past, diet history with dietary preferences, and history of exposure and response to pharmaceutical agents. A family history of prior affected individuals, early deaths, or significant medical events in relatives, including unusual symptoms or signs, are invaluable to the diagnosis of metabolic diseases. The developmental history provides insight into neurologic maturation, which may be affected by the presence or lack of liver-based metabolites; recurrent episodes of hyperammonemia from urea cycle disorders (eg, ornithine transcarbamylase deficiency) or hypoglycemia (medium chain acyl-CoA dehydrogenase [MCAD] deficiency) may significantly affect neurologic function. Liver disease in children may manifest with symptoms that are distinct from those in adults and may include refusal to eat, early satiety, avoidance of foods, and onset of vomiting/lethargy with certain foods. Children affected by disorders of protein catabolism (ie, urea cycle defects) may often have a dietary history of avoiding meat, cheese, or milk. Individuals who have hereditary fructose intolerance often avoid sweet beverages or fruits because of nausea or illness induced by liver dysfunction and hypoglycemia.
Physical examination may provide clues through alterations in growth patterns or deviation from normal in weight, length, head circumference, and other parameters. Examination of the abdomen may be difficult in infants and children, and abdominal distention, pain, or tenderness may be the only available results. Neurologic findings such as acute or chronic hypotonia, hyperreflexia or hyporeflexia, muscle atrophy, and altered mental status may provide support to diagnostic considerations.
Integration of patient history with clinical signs and symptoms often helps the examiner decide what tests need to be carried out; the emphasis always remains on using noninvasive methods before turning to major tissue sampling. Some of the common findings for well-known inborn errors of metabolism are shown in Table 6.1 . Unusual inborn errors that are not associated with acute illness may often signal their presence through multiple subtle signs and may have a wide range of clinical manifestations. As an example, congenital disorders of glycosylation (CDG) are a group of disorders of abnormal glycosylation of N-linked oligosaccharide-containing proteins caused by a deficiency in 1 of at least 42 different enzymes. Manifestations may appear in infancy and may range from severe developmental delay and hypotonia with multiple organ system involvement to hypoglycemia and protein-losing enteropathy with normal development. The clinical course is also highly variable, ranging from death in infancy to normal life expectancy with minimal functional compromise. Patients affected by mitochondrial or other neuromuscular disorders may manifest histories similar to those with CDG and even show similar results on standard screening tests, in the face of completely different underlying pathophysiologic processes. The means of differentiating CDG from mitochondrial/neuromuscular disease lies within the realm of biochemical and/or molecular genetic testing.
Disorders | Signs or Symptoms | Tissues for Diagnostic Testing | Biochemical/Molecular Testing |
---|---|---|---|
Amino Acids | |||
Phenylketonuria | Mental retardation, autistic features | Plasma, blood, urine | Blood phenylalanine, PAH sequence |
Tyrosinemia I | Jaundice, liver failure, hypoglycemia | Plasma, urine, liver | Blood tyrosine, urine succinylacetone, FAH sequence |
Lysinuric protein intolerance | Lethargy, diarrhea, ↑ ammonia, mental retardation | Plasma, blood, urine | ↑ Urine lysine, arginine, and ornithine, SLC7A7 |
Maple syrup urine disease | Ketoacidosis, lethargy, hypoglycemia | Plasma, urine, fibroblasts | ↑ Blood leucine, valine, isoleucine, BCKD activity |
Type 1A | Plasma, blood, fibroblasts | BCKDHA | |
Type 1B | Blood | BCKDHB | |
Type 2 | Blood | BCKDH-DBT | |
Congenital disorders of glycosylation | Hypotonia, developmental delay, multiple organ involvement, hypoglycemia, protein-losing enteropathy | Blood | Isoelectric focusing, N-glycan profile gene sequencing PMM2 , MPI , ALG1-3 , - 6 , - 8 , - 9 , - 12 plus others |
Fatty Acid Oxidation | |||
MCAD deficiency | Episodic lethargy, hypoglycemia, increased LFTs, ammonia | Plasma, blood, fibroblasts | Acyl carnitine profile, enzyme assays, common mutation analysis, ACADM sequence |
VLCAD deficiency | Episodic lethargy, hypoglycemia, muscle pain; increased CK, LFTs, and ammonia | Plasma, blood, fibroblasts | Acyl carnitine profile, enzyme assays, common mutation analysis, ACADVL sequence |
LCHAD deficiency | Episodic lethargy, hypoglycemia, muscle pain; increased CK, LFTs, and ammonia | Plasma, blood, fibroblasts | Acyl carnitine profile, enzyme assays, common mutation analysis, HADHA , HADHB sequence |
Glutaric aciduria type I | Macrocephaly, recurrent acidosis, dystonia | Plasma, blood, fibroblasts | Acyl carnitine profile, enzyme assays, common mutation analysis, GCDH sequence |
Glutaric aciduria type II | Episodic lethargy, muscle pain; increased CK and LFTs | Plasma, blood, fibroblasts | Acyl carnitine profile, enzyme assays, ETFA , ETFB , ETFDH sequence |
Carnitine translocase and defects | Episodic lethargy, hypoglycemia, muscle pain; increased CK, LFTs, and ammonia | Plasma, blood, fibroblasts | Acyl carnitine profile, enzyme assays, gene sequencing |
Other enzyme defects | Muscle pain; increased CK | Plasma, blood, fibroblasts | Acyl carnitine profile, enzyme assays, gene sequencing |
Glycogen Storage | |||
Type Ia | Hepatomegaly, ↑ lactate, ↓ glucose, ↑ uric acid | Liver, WBCs ∗ | Glucose-6-phosphatase/ G6PC sequence |
Type Ib | Hepatomegaly, acidosis, ↓ glucose, ↓ neutrophils | Liver, WBCs ∗ | Glucose-6-phosphate transporter/ SLC37A4 sequence |
Type II | Cardiomyopathy, myopathy, ↑ CK | Muscle, blood, fibroblasts | Acid alpha-1,4-glucosidase; GAA sequence |
Type III | Hepatomegaly, muscle weakness, ↓ glucose | Liver, muscle, blood | Glycogen debranching enzyme, AGL sequence |
Type IV | Hepatomegaly, cardiomyopathy, myopathy | Liver, muscle, blood | Glycogen brancher, GBE1 sequence |
Type VI | Hepatomegaly, slow growth, ketotic hypoglycemia | Liver, WBCs | Hepatic phosphorylase/ PYGL sequence |
Type IX | Hepatomegaly, hyperlipidemia | RBCs, liver | Phosphorylase kinase PHKA2 (x-linked), PHKB, PHKG2 (recessive) sequence |
Gluconeogenesis | |||
Fructose aldolase deficiency | Hepatomegaly, recurrent hypoglycemia, acidosis | Liver, WBCs ∗ | Enzyme assay on liver, ALDOB sequence |
Fructose 1,6-diphosphatase deficiency | Hepatomegaly, recurrent hypoglycemia, acidosis | Liver, WBCs ∗ | Enzyme assay on liver, FBP1 sequence |
Pyruvate carboxylase deficiency | Severe acidosis, hypoglycemia, coma | Liver, WBCs, fibroblasts | Enzyme assay on fibroblasts, liver, PC sequence |
Lysosomal Storage Disorders | |||
MPS disorders (Hurler, Hunter, Sanfilippo A,B,C, Morquio, Maroteaux-Lamy) | Hepatosplenomegaly, dysmorphic features | WBCs, fibroblasts | Enzyme assay on WBCs, fibroblasts, IUDA , IDS, NAGLU , SGSH , HGSNAT , GLNAS , GLB1 , ARSB sequence |
Gaucher disease | Hepatosplenomegaly, aseptic necrosis of femoral head | WBCs, fibroblasts | Enzyme assay on WBCs, fibroblasts, GBA sequence |
Fabry disease | Renal tubular disease, heart disease | WBCs, fibroblasts | Enzyme assay on WBCs, fibroblasts, GLA sequence |
Mitochondrial disease | Multiple system involvement, myopathy, obstructive sleep apnea, dystonia, hypotonia, autistic behavior, hypoglycemia, increased liver enzymes | WBCs, liver, muscle, fibroblasts, DNA mutation analysis | Oxidative phosphorylation assays, mtDNA, sequence and structure analysis, nuclear gene sequence |
Organic Acidurias | |||
Methylmalonic aciduria and B12 related syntheses disorders | Acidosis, hyperammonemia, coma | Urine, plasma, WBCs, fibroblasts | Organic acids, acyl carnitine profile, fibroblast complementation analysis, mutation sequence, MUT , cblA–cblG |
Propionic aciduria | Acidosis, hyperammonemia, coma | Fibroblasts | Organic acids, acyl carnitine profile, fibroblast complementation analysis, mutation sequence, PCCA , PCCB |
Peroxisomal Disorders | |||
Zellweger spectrum | Dysmorphic features, hypotonia, hepatomegaly | Plasma, WBCs, fibroblasts | Very long chain fatty acids, PEX genes sequence |
X-linked adrenal leukodystrophy | Developmental regression, leukodystrophy | Plasma, WBCs, fibroblasts | Very long chain fatty acids, ABCD1 sequence |
Urea Cycle Disorders | |||
Carbamoyl phosphate synthase deficiency | Hyperammonemia, coma, lethargy | Plasma, liver, WBCs ∗ | Amino acids, enzyme assays, CPS1 sequence |
Ornithine transcarbamylase deficiency | Hyperammonemia, coma, lethargy | Plasma, liver, WBCs ∗ | Urine orotic acid, amino acids, OTC sequence, enzyme assays |
Citrullinemia, ASS deficiency | Hyperammonemia, coma, lethargy | Plasma, liver, WBCs ∗ | Amino acids, enzyme assays, ASS sequence |
Citrullinemia type II (citrin deficiency) | Hyperammonemia, coma, lethargy | Plasma, WBCs ∗ | Amino acids, SLC25A13 sequence |
Argininosuccinic acid lyase deficiency | Hyperammonemia, coma, lethargy, developmental delay | Plasma, RBCs, WBCs | Amino acids, RBC enzyme assay, ASL sequence |
The investigation of acutely ill patients with potential inborn errors is greatly facilitated by determining the most proximal cause of symptoms (eg, acidosis, hyperammonemia, hypoglycemia). A simplified diagnostic algorithm with this approach is shown in Fig. 6.1 . Such biochemical clues may not be present in a chronically ill patient with episodic illness, and diagnostic hints have to be obtained by screening tests. Because of the multitude of disorders with similar symptoms, it is often necessary to evaluate for a long list of diseases, proceeding from the more common to the exceedingly rare. The use of screening panels for metabolites, beyond those of standard chemistry testing, is often necessary. Some of the commonly used testing panels are shown in Table 6.2 . Although positive results may be obtained in asymptomatic patients, sampling may have to be carried out on multiple occasions, especially when the patient is symptomatic. The timing of the sampling may be critical because some metabolites such as organic acids and amino acids may be influenced by recent diet and oral intake or by infusion of fluids. Analysis of the metabolites may take several days to weeks, depending on the reference laboratory. At times, treatment for a suspected disorder may need to be initiated before laboratory results become available.
Disorder Group | Testing | Method | Source |
---|---|---|---|
Amino acid disorders | Amino acid analysis | HPLC, ion exchange | Plasma, CSF, urine |
Selected enzyme analysis | Enzyme assays | Fibroblasts, tissues, WBCs, RBCs | |
Common gene mutations | Mutation analysis | Fibroblasts, tissues, WBCs | |
Gene sequencing | DNA sequencing | Fibroblasts, tissues, WBCs | |
Fatty acid oxidation disorders | Acylcarnitine profile | MS/MS | Plasma, CSF, fibroblasts, WBCs |
Selected enzyme analysis | Enzyme assays | Frozen liver or muscles, fibroblasts, WBCs | |
Common gene mutations | Mutation analysis | WBCs, fibroblasts | |
Gene sequencing | DNA sequencing | WBCs, fibroblasts | |
Glycogen storage disorders | Liver glycogen content and enzyme analysis | Chemical/enzyme assays | Fresh or frozen liver |
Muscle glycogen content and enzyme analysis | Chemical/enzyme assays | Fresh or frozen muscle | |
Common gene mutations | Mutation analysis | WBCs, liver, muscle | |
Gene sequencing | DNA sequencing | WBCs, liver, muscle | |
Lysosomal storage disorders, MPS | Selected enzyme analysis (guided by phenotype/metabolites) | Enzyme assays with artificial substrates | Plasma, serum, WBCs, fibroblasts, frozen tissue, filter paper blood spot |
Common gene mutations | Mutation analysis | WBCs, liver | |
Gene sequencing | DNA sequencing | WBCs, liver | |
Lysosomal storage disorders, non-MPS | Selected enzyme testing | Enzyme assays | Plasma, serum, WBCs, fibroblasts |
Nonenzymatic testing for metabolites (Niemann-Pick C, Wolman disease) | Liver extract chromatography, radioactive substrate incorporation | Frozen liver or fibroblasts | |
Common gene mutations | Mutation analysis | WBCs, liver | |
Gene sequencing | DNA sequencing | WBCs, liver | |
Mitochondrial disorders | OXPHOS complexes I-IV enzymology | Enzyme complex assays, II–IV for fibroblasts only | Fresh/frozen muscle, liver, heart, fibroblasts |
mtDNA analysis | Southern blot analysis | WBCs, fibroblasts, liver, muscle | |
Common mtDNA mutational analysis | Mutation analysis | WBCs, fibroblasts, liver, muscle | |
mtDNA sequencing for protein, tRNA and ribosomal RNA gene analysis | DNA sequencing | WBCs, fibroblasts, liver, muscle | |
mtDNA encoded peptides | Western blotting | Fibroblasts, liver, muscle | |
High-resolution respirometry testing: respiratory control ratio, leak flux control ratio, phosphorylation potential | Oxygraph studies | Fibroblasts | |
Peroxisomal disorders | Very long chain fatty acid analysis | GC/MS, LC/MS, MS/MS | Plasma, WBCs |
RBC plasmalogen analysis | RBCs, fibroblasts | ||
Complementation analysis | Cell culture, cell fusion | Fibroblasts | |
Selected enzyme testing | Enzyme assays | WBCs, fibroblasts | |
Selected gene mutation analysis | Mutation analysis | WBCs, fibroblasts | |
Gene sequencing | DNA sequencing | WBCs, fibroblasts | |
Glycosylation of protein disorders | Carbohydrate deficient transferrin | Isoelectric focusing/isoform analysis by capillary electrophoresis, GC/MS, CE-ESI-MS, MALDI-MS | Serum, WBCs, tissue |
Gene sequencing | Subtype determination by sequence analysis |
Once a critical metabolite or group of compounds has been identified, specific investigations can be undertaken to define the underlying biochemical and/or genetic error precisely; these investigations may require obtaining tissue for microscopic evaluation as well as biochemical and/or genetic testing. Tissue sampling may also be required if an abnormal metabolite is not detected by the initial screening panels. It is at this point that the surgical pathologist becomes an important part of the investigating team. Because a large number of disorders involve the liver, liver biopsies are often sought for diagnosis of metabolic diseases.
The diagnosis of metabolic disorders often involves the use of sophisticated methodologies, which may be offered only in specialized referral laboratories; thus, the collection, preparation, storage, and shipping of body fluids and tissue samples is a critical step in the care of patients suspected to have inborn errors of metabolism. Biologic material for biochemical and genetic analysis requires more stringent procedures for procurement, handling, and transportation to the testing facility to prevent degradation of the often labile and sometimes unstable metabolites and enzymes. Table 6.3 lists the optimal methods for collection, storage, and shipping of the most commonly procured biologic specimens.
Test | Diseases | Collection and Preparation | Storage and Transportation | |
---|---|---|---|---|
Blood, plasma | Acylcarnitine profile | Fatty acid oxidation disorders, organic acidurias |
|
|
Quantitative amino acids | Amino acid disorders |
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|
Very long chain fatty acids | Peroxisomal disorders |
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White blood cells | Lysosomal hydrolase testing | Lysosomal storage diseases |
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Gluconeogenic enzymes | Pyruvate carboxylase, pyruvate dehydrogenase deficiency |
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Selected fatty acid oxidation disorders | CPT 2 deficiency |
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Nuclear and mtDNA testing including mutation analysis, gene sequencing, Southern blotting | Various genes for different disorders in amino or organic acid metabolism, mitochondrial disorders |
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Red blood cells | Galactose-related enzymes | Galactose 1-phosphate uridyl transferase deficiency and related disorders |
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Plasmalogens | Peroxisomal disorders |
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Skin fibroblasts | Enzyme testing for selected disorders, acylcarnitine profile, mitochondrial respirometry, mutational analysis, gene analysis | Lysosomal or glycogen storage disorders, gluconeogenic disorders, fatty acid oxidation enzymes and acylcarnitine profile, mitochondrial disease |
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Tissue biopsies from liver, muscle, kidney, heart | Enzyme testing for selected lysosomal or glycogen storage disorders, mitochondrial OXPHOS complex analysis, mutational analysis, gene or sequencing | Lysosomal or glycogen storage disorders, gluconeogenic disorders, fatty acid oxidation enzymes, mitochondrial disorders |
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|
Urine | Amino acids, organic acids, MPS and other spot testing and chromatography | Organic acid disorders, amino acid disorders, MPS disorders |
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Spinal fluid | Amino acids, organic acids, lactate, neurotransmitters | Amino acid disorders, organic acid disorders, lactate-related disorders, mitochondrial disorders, defects in synthesis of neurotransmitters |
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|
∗ Some laboratories may require preshipment testing for infectious organisms (eg, Mycoplasma ).
† Fresh tissue obtained at surgery is best. Autopsy tissue is best collected within 1 to 2 hours of death but may still not be intact for DNA or enzyme testing. Immunoblot or histologic testing may use autopsy material.
The most common specimens used for biochemical and genetic analysis include whole blood, plasma, red or white blood cells, urine, spinal fluid, and tissue biopsy samples of the skin or other organs such as the kidney, liver, heart or muscle. In the past, tissue biopsies were usually obtained to confirm the diagnosis suspected from initial screening panels. With the advent of lower cost and rapid DNA sequencing technology offering single or multiple gene testing, tissue biopsies can often be avoided unless gene testing results are not positive. In the case of potentially affected females with X-linked or mitochondrially inherited disorders, DNA testing results may not be positive, and enzymatic diagnosis may be needed for confirmation. In the setting of mitochondrial or neuromuscular disorders, confirmation of altered protein expression needed to initiate therapy or conclude the process of evaluation may not yield definitive results and genetic testing may be the only diagnostic modality. In other cases, initial indirect testing may have failed to detect or identify an abnormal metabolite, and tissue from a symptomatic organ, such as the liver, may be needed for further testing. Diagnostic information may be derived not only from histologic findings but also from electron microscopy, enzyme assays, nucleic acid analysis, immune blots, metabolite testing, or even transient cell culture. Depending on the needs of the assay, the samples may have to be obtained by interventionally trained physicians such as surgeons, radiologists, or gastroenterologists. Pathologists may participate in tissue procurement at autopsy, which in cases of suspected metabolic disorders, should be conducted expediently to prevent autolysis and preserve metabolites of interest.
Tissue samples for diagnostic investigations may often be obtained at the same time as feeding tubes are placed in severely ill patients. Unfortunately, infants and small children with muscle disease or poor growth often have small muscle mass, which makes it difficult to obtain sufficient material for adequate enzyme or nucleic acid analysis. Tissue sampling under these circumstances may have to be directed to other sites, including the liver or skin (to obtain cells for culture), to obtain sufficient material for diagnostic testing.
Sample preparation in the operating room may be necessary before storage and/or freezing. Common sample preparation may include washing in defined media such as saline or other solutions to remove blood and other materials followed by blotting to remove moisture. Specimens destined for long-term storage or shipping to a distant facility are frozen in specific agents such as dry ice, liquid nitrogen, or other supercooled organic solvents because simple freezing at −20°C is often insufficient for long-distance travel or prolonged storage. Samples may need to be placed in specific containers that are resistant to fracture and contamination.
Skin biopsies are often obtained at the time of procurement of other tissues for alternate types of testing as well as for storage. Skin fibroblasts may be extracted from 2- to 5-mm skin punch biopsies obtained by sterile techniques from various body sites. Cultures of skin fibroblasts are usually available within 2 to 3 weeks of procurement and may be used for enzyme, DNA/RNA, or immune protein analysis. It should be remembered that not all biochemical pathways are sufficiently expressed in skin fibroblasts to give meaningful results in all assays. Although skin fibroblasts may provide clues to disorders resulting from abnormalities in nuclear DNA, they may not be helpful for disorders resulting from abnormalities of mitochondrial DNA (mtDNA). The reason is that differential assortment of mtDNA during early embryonic development precludes even transfer of pathogenic mutations to all tissues of the body. Hence, inherited disorders of mtDNA are not necessarily manifested in all tissues, and detectable abnormalities may be found only in those tissues manifesting the metabolic defect(s).
The technology used for investigation of metabolic diseases ranges from time-honored methods such as Southern blotting, polymerase chain reaction, and chromatography to the extremely sophisticated state-of-the art technique of tandem mass spectrometry (MS/MS).
The mass spectrometer is a device that ionizes compounds to generate charged ions that are separated and quantified based on their mass-to-charge ratios. The fragmentation pattern displayed is compared with patterns of known compounds in a “library” that helps identify and quantify abnormal compounds. Although all mass spectrometers follow this basic principle, they may differ from each other in the method used for ionization of the analyte and the method used for separation of the ions. Electrospray ionization and matrix-assisted laser desorption/ionization (MALDI) are commonly used for laboratory analysis of biologic compounds because they are “softer” on macromolecules; the former method causes ionization by dispersing the analyte into a fine aerosol, whereas the latter uses a laser beam to create ionization. MALDI received its name because a matrix is used to protect the molecule from being destroyed by the laser.
The two commonly used methods for separation of ions are time of flight (TOF) and quadrupole analyzers. TOF analyzers use an electric field to accelerate ions through the same potential and measure the time taken by the ions to reach the detector. Quadrupole analyzers use oscillating electric fields to alter the paths of ions passing through a radiofrequency quadrupole field.
The modern MS/MS received its name because it consists of two tandem mass spectrometers that can perform two rounds of mass spectrometry; these are usually separated by some form of molecule fragmentation. The two tandem mass spectrometers consist of two quadrupole analyzers separated by a reaction chamber or collision cell, which is often another quadrupole. The mixture to be analyzed is subjected to a soft ionization procedure (eg, fast atom bombardment or electrospray) to create quasimolecular ions that are injected into the first quadrupole, which separates the parent ions. These ions then pass in order of mass-to-charge ratio into the reaction chamber, where they are fragmented by a second technique, and the mass-to-charge ratios of the fragments are then analyzed in the second quadrupole. The entire process, from ionization and sample injection to computer data acquisition, takes only seconds. The computer data can be analyzed in several ways. One can use a parent ion mode to obtain an array of all parent ions that fragment to produce a particular daughter ion or a neutral loss mode to obtain an array of all parent ions that lose a common neutral fragment.
MS/MS was introduced for laboratory analysis in the late 1990s for acylcarnitine analysis. This methodology led to improved diagnostic testing for disorders of fatty acid oxidation, whose characteristic metabolites were hitherto difficult to detect. MCAD deficiency and other fatty acid oxidation defects, as well as glutaric acidemia type I, are relatively common but difficult to detect before the onset of symptoms. MS/MS has made it possible to substantially improve the care of patients with these disorders by facilitating early diagnosis and therefore early treatment. With appropriate internal standards, MS/MS permits very rapid, sensitive, and accurate measurement of many different types of metabolites with minimal sample preparation and without prior chromatographic separation. Because many amino acidemias, organic acidemias, and disorders of fatty acid oxidation can be detected in 1 to 2 minutes, the system has adequate throughput to handle the large number of samples that are processed in newborn screening programs. The advent of the MS/MS has permitted significant expansion of the newborn screening menu to include a number of disorders that were not covered by the initial screening protocols.
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