Data Normalization Strategies for MicroRNA Quantification.

Abstract:

BACKGROUND:Different technologies, such as quantitative real-time PCR or microarrays, have been developed to measure microRNA (miRNA) expression levels. Quantification of miRNA transcripts implicates data normalization using endogenous and exogenous reference genes for data correction. However, there is no consensus about an optimal normalization strategy. The choice of a reference gene remains problematic and can have a serious impact on the actual available transcript levels and, consequently, on the biological interpretation of data. CONTENT:In this review article we discuss the reliability of the use of small RNAs, commonly reported in the literature as miRNA expression normalizers, and compare different strategies used for data normalization. SUMMARY:A workflow strategy is proposed for normalization of miRNA expression data in an attempt to provide a basis for the establishment of a global standard procedure that will allow comparison across studies.

journal_name

Clin Chem

journal_title

Clinical chemistry

authors

Schwarzenbach H,da Silva AM,Calin G,Pantel K

doi

10.1373/clinchem.2015.239459

subject

Has Abstract

pub_date

2015-11-01 00:00:00

pages

1333-42

issue

11

eissn

0009-9147

issn

1530-8561

pii

clinchem.2015.239459

journal_volume

61

pub_type

杂志文章,评审
  • Serum immunoglobulins after surgical operation.

    abstract::We measured immunoglobulins in the sera of 33 patients on days 1, 3, 6, 10, and 17 and three to four weeks after surgical operations (mostly hysterectomy or appendectomy) or (six patients) after spinal injury. In the absence of infection or blood transfusion, IgG usually decreased slightly and transiently after hyster...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Fuller JM,Keyser JW

    更新日期:1975-05-01 00:00:00

  • Single-reagent polarization fluoroimmunoassay for barbiturates in urine.

    abstract::We describe a rapid polarization fluoroimmunoassay for screening for the presence of barbiturates in urine. The single reagent is prepared by pre-mixing antiserum with a fluorescein-labeled barbiturate derivative as tracer. Use of a mixture of two sheep antisera, raised against different barbiturate immunogens, result...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Colbert DL,Smith DS,Landon J,Sidki AM

    更新日期:1984-11-01 00:00:00

  • Alanine aminotransferase and aspartate aminotransferase measurements with two automated analyzers, SMAC and the ABA-100, compared.

    abstract::Measurements of alanine aminotransferase and aspartate aminotransferase with the SMAC were evaluated for correlation with the ABA-100, precision, linearity, and carryover. We assayed 200 specimens with normal and abnormal aminotransferase activities with both the SMAC (y) and the ABA-100 (X). Linear regression analysi...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Purcell GV,Behenna DB,Walsh PR

    更新日期:1979-05-01 00:00:00

  • Multicenter harmonization of common enzyme results by fresh patient-pool sera.

    abstract::A region consisting of 19 clinical laboratories harmonized their calibration of seven common enzymes by using fresh patient-pool sera. One of the laboratories was chosen to act as Regional Reference Laboratory (RRL). This laboratory used internationally accepted (mostly IFCC) methods at 37 degrees C, with an intralabo...

    journal_title:Clinical chemistry

    pub_type: 杂志文章,多中心研究

    doi:

    authors: Franck PF,Steen G,Lombarts AJ,Souverijn JH,van Wermeskerken RK

    更新日期:1998-03-01 00:00:00

  • Kinetic studies of a quantitative single-tube enzyme-linked immunosorbent assay.

    abstract::We describe a single-cuvette enzyme-linked immunosorbent assay (ELISA) based on enzymic rate kinetics. This kinetic assay can yield linear quantitative data on immunoglobin concentrations. Optimum assay conditions, component concentrations, reaction intervals, and pH are described. Assay linearity and sensitivity are ...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Tsang VC,Wilson BC,Maddison SE

    更新日期:1980-08-01 00:00:00

  • Tumor necrosis factor-alpha -308G>A allelic variant modulates iron accumulation in patients with hereditary hemochromatosis.

    abstract:BACKGROUND:In vitro and animal studies suggest that tumor necrosis factor alpha (TNF-alpha) modulates intestinal iron transport. We hypothesized that the effect of TNF-alpha might be particularly relevant if iron absorption is not effectively controlled by the HFE gene. METHODS:In patients with homozygous C282Y hemoch...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1373/clinchem.2005.065417

    authors: Krayenbuehl PA,Maly FE,Hersberger M,Wiesli P,Himmelmann A,Eid K,Greminger P,Vetter W,Schulthess G

    更新日期:2006-08-01 00:00:00

  • Simultaneous determination of free testosterone and testosterone bound to non-sex-hormone-binding globulin by equilibrium dialysis.

    abstract::We describe a procedure based on equilibrium dialysis that allows the simultaneous determination of free testosterone and testosterone bound to non-sex-hormone-binding globulin (non-SHBG) in plasma. After saturating SHBG with 5 alpha-dihydrotestosterone (DHT) according to a technique recently described, the percentage...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Barini A,Liberale I,Menini E

    更新日期:1993-06-01 00:00:00

  • Complete urinary excretion profile of 5-fluorouracil during a six-day chemotherapeutic schedule, as resolved by 19F nuclear magnetic resonance.

    abstract::We determined the urinary excretion of 5-fluorouracil (5FU) and its metabolites during six days of chemotherapy, using the non-invasive approach of 19F nuclear magnetic resonance. With this method, which requires no labeled drug, one can study the biological sample directly and simultaneously identify and quantify all...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Bernadou J,Armand JP,Lopez A,Malet-Martino MC,Martino R

    更新日期:1985-06-01 00:00:00

  • Pictorial reporting of multiple thyroid function results.

    abstract::Clinicians experience difficulty in correctly interpreting the results of in vitro thyroid function tests in the presence of abnormalities of thyrobinding proteins or when results are borderline. This difficulty has been largely resolved in our laboratory by three innovations. First, the borderline areas for each of t...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Pain RW,Duncan BM

    更新日期:1976-10-01 00:00:00

  • The tortuous road to the adoption of katal for the expression of catalytic activity by the General Conference on Weights and Measures.

    abstract:BACKGROUND:The "unit" for "enzymic activity" (U = 1 micromol/min) was recommended by the International Union of Biochemistry and Molecular Biology (IUB) in 1961 and is widely used in medical laboratory reports. The general trend in metrology, however, is toward global standardization through defining units coherent wit...

    journal_title:Clinical chemistry

    pub_type: 历史文章,杂志文章

    doi:

    authors: Dybkaer R

    更新日期:2002-03-01 00:00:00

  • Simultaneous determination of 6-thioguanine and methyl 6-mercaptopurine nucleotides of azathioprine in red blood cells by HPLC.

    abstract::6-thioguanine (6-TGN) and methyl 6-mercaptopurine nucleotides (Me6-MPNs) are the two major metabolites found in erythrocytes after administration of azathioprine. In an attempt to understand the role of these metabolites in the pharmacologic and toxic activity of thiopurines, we have developed a HPLC method for the si...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Dervieux T,Boulieu R

    更新日期:1998-03-01 00:00:00

  • Factor V Leiden and other coagulation factor mutations affecting thrombotic risk.

    abstract::Five genetic defects have been established as risk factors for venous thrombosis. Three are protein C, protein S, and antithrombin deficiencies, defects in the anticoagulant pathways of blood coagulation. Together they can be found in approximately 15% of families with inherited thrombophilia. Their laboratory diagnos...

    journal_title:Clinical chemistry

    pub_type: 杂志文章,评审

    doi:

    authors: Bertina RM

    更新日期:1997-09-01 00:00:00

  • Comparative analysis of PCR-electrospray ionization/mass spectrometry (MS) and MALDI-TOF/MS for the identification of bacteria and yeast from positive blood culture bottles.

    abstract:BACKGROUND:Emerging technologies for rapid identification of microbes demonstrate a shift from traditional biochemical and molecular testing algorithms toward methods using mass spectrometry (MS) for the semiquantitative analysis of microbial proteins and genetic elements. This study was performed to assess the diagnos...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1373/clinchem.2011.161968

    authors: Kaleta EJ,Clark AE,Cherkaoui A,Wysocki VH,Ingram EL,Schrenzel J,Wolk DM

    更新日期:2011-07-01 00:00:00

  • Optimal reaction conditions for assaying human lactate dehydrogenase pyruvate-to-lactate at 25, 30, and 37 degrees C.

    abstract::Optimal reaction conditions for assaying human lactate dehydrogenase pyruvate-to-lactate were determined for isoenzymes 1 and 5 at 25, 30, and 37 degrees C. Three of the nine different buffers examined--imidazole, triethanolamine, and N-tris(hydroxymethyl)-methyl-2-aminoethane sulfonic acid--are satisfactory. Beta-NAD...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Buhl SN,Jackson KY,Graffunder B

    更新日期:1978-02-01 00:00:00

  • Differential patterns of bone turnover in relation to bone pain and disease extent in bone in cancer patients with skeletal metastases.

    abstract:BACKGROUND:The alteration of the bone microenvironment as a consequence of skeletal metastases is poorly understood. The aim of this study was to search for patterns of bone markers in relation to primary tumor type, bone pain, and number of sites involved in patients with bone metastases. METHODS:We studied 323 patie...

    journal_title:Clinical chemistry

    pub_type: 临床试验,杂志文章

    doi:

    authors: Berruti A,Dogliotti L,Gorzegno G,Torta M,Tampellini M,Tucci M,Cerutti S,Frezet MM,Stivanello M,Sacchetto G,Angeli A

    更新日期:1999-08-01 00:00:00

  • Polymorphisms in inflammatory genes and the risk of ischemic stroke and transient ischemic attack: results of a multilocus genotyping assay.

    abstract:BACKGROUND:Single-nucleotide polymorphisms (SNPs) in inflammation-related genes have been linked to an increased risk of ischemic stroke. Most of these SNP results have not been replicated, however, and metaanalyses of the effects of inflammation-related genes are rare. We investigated 49 SNPs in 34 genes previously re...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1373/clinchem.2008.112151

    authors: Greisenegger S,Zehetmayer S,Bauer P,Endler G,Ferrari J,Lang W,Janisiw M,Steiner L,Cheng S,Lalouschek W,Mannhalter C

    更新日期:2009-01-01 00:00:00

  • Expression of prostate-specific antigen and prostate-specific membrane antigen transcripts in blood cells: implications for the detection of hematogenous prostate cells and standardization.

    abstract::Circulating prostate cells can be detected in cancer patients by using reverse transcriptase-PCR (RT-PCR) assay for prostate-specific antigen (PSA) and prostate-specific membrane antigen (PSM) mRNA. A quality-control study involving a conventional RT-PCR assay was performed and, surprisingly, detected both transcripts...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Gala JL,Heusterspreute M,Loric S,Hanon F,Tombal B,Van Cangh P,De Nayer P,Philippe M

    更新日期:1998-03-01 00:00:00

  • Prospective Associations of Systemic and Urinary Choline Metabolites with Incident Type 2 Diabetes.

    abstract:BACKGROUND:Several compounds in the choline oxidation pathway are associated with insulin resistance and prevalent diabetes; however, prospective data are scarce.We explored the relationships between systemic and urinary choline-related metabolites and incident type 2 diabetes in an observational prospective study amon...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1373/clinchem.2015.250761

    authors: Svingen GF,Schartum-Hansen H,Pedersen ER,Ueland PM,Tell GS,Mellgren G,Njølstad PR,Seifert R,Strand E,Karlsson T,Nygård O

    更新日期:2016-05-01 00:00:00

  • Differential reactivity of two homogeneous LDL-cholesterol methods to LDL and VLDL subfractions, as demonstrated by ultracentrifugation and HPLC.

    abstract:BACKGROUND:The analytical and clinical performance of homogeneous LDL-cholesterol assays has been reported, but their reactions with subfractions of LDL and VLDL have not been described in detail. METHODS:We evaluated reaction selectivity of two homogeneous LDL-cholesterol assays, LDLk (Kyowa Medex) and LDLd (Daiichi ...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Usui S,Kakuuchi H,Okamoto M,Mizukami Y,Okazaki M

    更新日期:2002-11-01 00:00:00

  • Combined liquid chromatography/radioimmunoassay with improved specificity for serum digoxin.

    abstract::This method for assaying digoxin in serum with improved specificity combines small-column extraction of serum, "high-performance" liquid chromatography, and RIA of the eluted fractions. Analytical recoveries of 1.0, 0.5, and 0.1 microgram/L standards were 95%, 93%, and 84%, respectively. The CVs for duplicates and rep...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Gault MH,Longerich L,Dawe M,Vasdev SC

    更新日期:1985-08-01 00:00:00

  • Radioimmunoassay of osteocalcin with polyclonal and monoclonal antibodies.

    abstract::We have developed and thoroughly validated radioimmunoassays (RIAs) for osteocalcin in plasma and serum, demonstrating independence of volume and determining the recovery of added standard and within- and between-assay precision. Antibodies were raised in rabbits and mice by immunization with either osteocalcin adsorb...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Power MJ,Gosling JP,Fottrell PF

    更新日期:1989-07-01 00:00:00

  • Single-Stranded DNA Library Preparation Preferentially Enriches Short Maternal DNA in Maternal Plasma.

    abstract:BACKGROUND:Recent studies have suggested that single-stranded DNA (ssDNA) library preparation can enrich short DNA species from the plasma of healthy individuals, cancer patients, and transplant recipients. Based on previous observations that fetal DNA molecules in the maternal plasma are shorter than maternal DNA mole...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1373/clinchem.2016.268656

    authors: Vong JSL,Tsang JCH,Jiang P,Lee WS,Leung TY,Chan KCA,Chiu RWK,Lo YMD

    更新日期:2017-05-01 00:00:00

  • Quantitative homogeneous enzyme immunoassays for amitriptyline, nortriptyline, imipramine, and desipramine.

    abstract::We describe specific EMIT homogeneous enzyme immunoassays for amitriptyline, nortriptyline, imipramine, and desipramine in patients' serum samples. Before analysis, an easily performed extraction step involving the use of 500 microL of sample and a 1-mL disposable column eliminates cross-reacting polar metabolites. Th...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Pankey S,Collins C,Jaklitsch A,Izutsu A,Hu M,Pirio M,Singh P

    更新日期:1986-05-01 00:00:00

  • Effect of lyophilization on results of five enzymatic methods for cholesterol.

    abstract::We studied the effect of lyophilization of serum pools on the determination of cholesterol with the enzymatic methods used in five automated analyzers: SMAC (Technicon), the RA-1000 (Technicon), the aca (Du Pont), the TDx (Abbott), and the Ektachem 700P (Kodak). We prepared two serum pools: pool A (2.2 g/L) and pool B...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Kroll MH,Chesler R,Elin RJ

    更新日期:1989-07-01 00:00:00

  • An interlaboratory study of measurement of aspartate aminotransferase activity with use of purified enzyme materials.

    abstract::The Center for Disease Control (CDC), the New York State Department of Health (NYSDH), the College of American Pathologists, and 23 manufacturers of diagnostic products participated in an interlaboratory study of aspartate aminotransferase (EC 2.6.1.1) methodologies. Six different lyophilized materials were prepared a...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Burtis CA,Sampson EJ,Bayse DD,McKneally SS,Whitner VS

    更新日期:1978-06-01 00:00:00

  • A Machine Learning Approach for the Automated Interpretation of Plasma Amino Acid Profiles.

    abstract:BACKGROUND:Plasma amino acid (PAA) profiles are used in routine clinical practice for the diagnosis and monitoring of inherited disorders of amino acid metabolism, organic acidemias, and urea cycle defects. Interpretation of PAA profiles is complex and requires substantial training and expertise to perform. Given previ...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1093/clinchem/hvaa134

    authors: Wilkes EH,Emmett E,Beltran L,Woodward GM,Carling RS

    更新日期:2020-09-01 00:00:00

  • Genetic variants in the fibroblast growth factor pathway as potential markers of ovarian cancer risk, therapeutic response, and clinical outcome.

    abstract:BACKGROUND:The fibroblast growth factor (FGF) and FGF receptor (FGFR) axis plays a critical role in tumorigenesis, but little is known of its influence in ovarian cancer. We sought to determine the association of genetic variants in the FGF pathway with risk, therapeutic response, and survival of patients with ovarian ...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1373/clinchem.2013.211490

    authors: Meng QH,Xu E,Hildebrandt MA,Liang D,Lu K,Ye Y,Wagar EA,Wu X

    更新日期:2014-01-01 00:00:00

  • Detection of Chromosomal Translocation in Hematologic Malignancies by a Novel DNA-Based Looped Ligation Assay (LOLA).

    abstract:BACKGROUND:Disease-defining chromosomal translocations are seen in various neoplasms, especially in lymphomas and leukemias. Translocation detection at the DNA level is often complicated by chromosomal breakpoints that are distributed over very large regions. We have developed a ligation-based assay [the looped ligatio...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:10.1373/clinchem.2016.270140

    authors: Harada S,Sizzle E,Lin MT,Gocke CD

    更新日期:2017-07-01 00:00:00

  • Improved determination of aluminum in serum by electrothermal atomic absorption spectrophotometry.

    abstract::This method for determining aluminum in human serum involves electrothermal atomic absorption spectrophotometry. A longer drying time allows less pre-dilution of the sample, and the method also includes a flush cycle after atomization. Standard-addition methodology is used to eliminate matrix effects and the need for ...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Bertholf RL,Brown S,Renoe BW,Wills MR,Savory J

    更新日期:1983-06-01 00:00:00

  • Effect of stripping thyroxin from thyroxin-binding globulin on the measurement of free thyroxin in serum by equilibrium dialysis and by radioimmunoassay.

    abstract::In considering factors that might influence measurement of free thyroxin (T4), we evaluated the proportion (%) of T4 that could be stripped from thyroxin-binding globulin (TBG). The percentage of free T4 was measured in serially diluted sera from four normal subjects, four patients with hyperthyroidism or hypothyroidi...

    journal_title:Clinical chemistry

    pub_type: 杂志文章

    doi:

    authors: Nakagawa T,Matsumura K,Takeda K,Shinoda N,Matsuda A,Matsushita T,Tagami T

    更新日期:1990-02-01 00:00:00