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Whole genome expression analysis for biologic rational pathway modeling: application in cancer prognosis and therapy prediction.

Using semi-quantitative microarray technology, almost every one of the approximately 30 000 human genes can be analyzed simultaneously with a low rate of false-positives, a high specificity, and a high quantification accuracy. This is supported by data from comparative studies of microarrays and reverse-transcription PCR for established cancer genes including those for epidermal growth factor receptor (EGFR), human epidermal growth factor receptor-2 (HER2/ERBB2), estrogen receptor (ESR1), progesterone receptor (PGR), urokinase-type plasminogen activator (PLAU), and plasminogen activator inhibitor-1 (SERPINE1). As such, semi-quantitative expression data provide an almost completely comprehensive background of biological knowledge that can be applied to cancer diagnostics. In clinical terms, expression profiling may be able to provide significant information regarding (i) the identification of high-risk patients requiring aggressive chemotherapy; (ii) the pathway control of therapy predictive parameters (e.g. ESR1 and HER2); (iii) the discovery of targets for biologically rational therapeutics (e.g. capecitabine and trastuzumab); (iv) additional support for decisions about switching therapy; (v) target discovery; and (vi) the prediction of the course of new therapies in clinical trials. In conclusion, whole genome expression analysis might be able to determine important genes related to cancer progression and adjuvant chemotherapy resistance, especially in the context of new approaches involving primary systemic chemotherapy. In this review, we will survey the current progress in whole genome expression analyses for cancer prognosis and prediction. Special emphasis is given to the approach of combining biostatistical analysis of expression data with knowledge of biochemical and genetic pathways.

Cluster Analysis↗

Fe-S cluster deficiency drives small colony variant formation in persistent infections.

INTRODUCTION: Small colony variants (SCVs) of Staphylococcus aureus (S. aureus) are associated with persistent infections and poor clinical outcomes. The mechanisms driving stable SCV formation remain poorly understood, particularly concerning metabolic adaptations. This study explores the in-host evolutionary dynamics of S. aureus and identifies a novel genetic determinant linked to SCV formation. OBJECTIVES: To investigate the genetic mutations and phenotypic adaptations underlying SCV formation, with a focus on the role of a novel mutation in the sufB gene, which is critical for Fe-S cluster biosynthesis. METHODS: Sequential isolates from a patient with recurrent infections were analyzed using whole-genome sequencing, antimicrobial susceptibility testing, and functional assays. The phylogenetic relationship of the isolates was determined, and specific mutations were identified. Functional assays included aconitase and glutamate synthase activity measurements, ATP level quantification, reactive oxygen species (ROS) production, and biofilm formation assays. In vivo pathogenesis was assessed using a murine catheter infection model. RESULTS: A novel frameshift mutation in sufB was identified, disrupting Fe-S cluster biosynthesis and impairing the TCA cycle and electron transport chain, leading to reduced ATP and ROS production. This metabolic reprogramming promoted stable SCV formation, characterized by slow growth, enhanced tolerance to antibiotics and neutrophil-mediated killing, and persistent inflammation in vivo. Restoration of sufB reversed these phenotypes, confirming its pivotal role in SCV-associated persistence. CONCLUSION: sufB is a novel genetic determinant of stable SCV formation through Fe-S cluster deficiency, driving metabolic shifts that enhance immune evasion and chronic infection. Our findings highlight antibiotic stewardship and suggest potential therapeutic strategies for managing persistent SCV-associated infections.

Staphylococcus aureus↗

A novel, sensitive, and specific RT-PCR technique for quantitation of hepatitis C virus replication.

The detection of negative-strand hepatitis C virus (HCV) RNA is a hallmark of replication. A highly sensitive and specific method is required to quantify the very low level of replication inherent to in vitro infection systems. Based on reverse transcription with a tagged primer in the 5' non-coding region of the HCV genome, followed by a nested PCR with a second round of real-time PCR, a novel method is described with improved sensitivity for negative-strand HCV RNA quantification. The lower detection level was 25 copies per reaction of negative-strand HCV RNA, even in the presence of 1 x 10(5) copies of positive-strand HCV RNA. This protocol was applied to the detection of negative HCV strand RNA in the liver of HCV-infected patients as well as in primary human hepatocytes infected in vitro. In both models, and particularly in each of three, independent in vitro infection experiments, this assay permitted the quantitation of HCV replication.

Cells, Cultured↗

Human papillomavirus viral load as promising surrogate biomarker of cervical cancer risk and clinical outcome.

INTRODUCTION: Persistent high-risk human papillomavirus (HR-HPV) causes cervical precancerous lesions and cancer. While molecular HPV DNA testing offers superior sensitivity over cytology as a primary screening method, its limited specificity leads to unnecessary follow-up procedures. Therefore, identifying surrogate biomarkers to distinguish transient infections from clinically relevant, persistent ones is essential for improving risk stratification. A comprehensive literature search across PubMed/MEDLINE, Embase, Scopus, and Web of Science databases up to December 2025 identified studies evaluating HR-HPV viral load in cervical lesion progression. AREAS COVERED: Oncogenic HPV viral load, the quantity of HPV genomes in a sample, is a promising biomarker. Levels correlated positively with HR-HPV persistence, increasing the risk of high-grade lesions and invasive cervical cancer. Furthermore, quantification provides prognostic information regarding disease severity, therapeutic response, and post-treatment recurrence. EXPERT OPINION: Recent standardization and validation of multiplex real-time PCR techniques supports integrating HPV viral load into clinical pratice. Incorporating viral load assessment into screening and management algorithms could significantly enhance diagnostic precision, enable personalized follow-up, and guide therapeutic decisions for women with HR-HPV-associated cervical disease. Refining these protocols will ultimately minimize over-treatment while ensuring rigorous monitoring for high-risk patients.

Humans↗

Quantitation of porcine cytomegalovirus in pig tissues by PCR.

A quantitative-competitive PCR for the quantification of porcine cytomegalovirus (PCMV) was developed. The virus was detected in a variety of pig organs (including potential xenotransplant donations), with viral loads ranging from <10 to 97 genome copies/microg of DNA. This assay will have significant utility for studying the activation and replication of PCMV and in swine models for allo- and xenotransplantation.

Animals↗

TaqMan real-time reverse transcription-PCR and JDVp26 antigen capture enzyme-linked immunosorbent assay to quantify Jembrana disease virus load during the acute phase of in vivo infection.

Jembrana disease virus (JDV) is an acutely pathogenic lentivirus that affects Bali cattle in Indonesia. The inability to propagate the virus in vitro has made it difficult to quantitate JDV and determine the kinetics of virus replication during the acute phase of the disease process. We report for the first time two techniques that enable quantification of the virus and the use of these techniques to quantify the virus load during the acute phase of the disease process. A one-step JDV gag [corrected] TaqMan real-time reverse transcription-PCR (RT-PCR) assay was developed for the detection and quantification of JDV RNA in plasma. The limit of detection was 9.8 x 10(2) JDV viral RNA copies over 35 cycles, equivalent to 4.2 x 10(4) JDV genome copies/ml, and a peak virus load of 1.6 x 10(12) during the acute febrile period. An antigen capture enzyme-linked immunosorbent assay (ELISA) was also developed to quantify the levels of JDV capsid (JDVp26) over a linear range of 10 to 200 ng/ml. Viral RNA and JDVp26 levels were correlated in 48 plasma samples obtained from experimentally infected cattle. A significant positive correlation (R = 0.860 and r(2) = 0.740) was observed between the two techniques within the range of their detection limits. The relatively insensitive capture ELISA provides an economical and feasible method for monitoring of virus in the absence of more sensitive techniques.

Animals↗

Quantitative analysis of gene amplification in insecticide-resistant Culex mosquitoes.

The amplification of carboxylesterase structural genes followed by their overexpression is the most common mechanism of resistance to organophosphorus insecticides in Culex mosquitoes. Most resistant Culex quinquefasciatus mosquitoes have co-amplified estalpha2(1) and estbeta2(1) genes. Recently, Southern, DNA dot-blot analysis and phosphorimaging technology were used to quantify the est gene copy number in aphids and mosquitoes. Although more accurate than autoradiography, this method relies on probe hybridization, which can be variable. We have directly measured gene and mRNA copy number by using real-time quantitative PCRs in mosquitoes. The acquisition of fluorescence from incorporation of the double-strand-specific dye SYBR GreenI into a PCR product once per cycle is used to provide an absolute quantification of the initial template copy number. Thus it has been possible to show that estalpha2(1) and estbeta2(1) are co-amplified approx. 80-fold in the genome of the resistant PelRR strain of C. quinquefasciatus. The two genes, although co-amplified in a 1:1 ratio, are differentially transcribed: the estbeta2(1) gene from this amplicon has greater transcription than estalpha2(1) in all individual mosquito larvae tested, with an average ratio of 10:1. Purified esterases from mosquito homogenates were found in a ratio of 3:1, which, combined with the quantitative mRNA data, suggests the operation of both transcriptional and translational control mechanisms to regulate the expression of the amplified genes in C. quinquefasciatus insecticide-resistant mosquitoes.

Animals↗

[In situ hybridization: principles and applications].

In situ hybridization is a molecular biological technique recently introduced in histology. Its principle consists of forming stable nucleic hybrids in tissues or cells. In this review, the main steps of the technique are discussed in regard to the preparation of probes and their labelling, the fixation of tissues and cells and their permeabilization in order to facilitate the penetration of labelled probes. Conditions of hybridization and requisite control reactions are also analysed. Quantification possible when radioactive probes are used is detailed. The three current applications of in situ hybridization, the localization of a gene on a chromosome, the demonstration of viral genomes in cells and the investigation of messenger RNAs coding for a determined protein, are illustrated with specific examples.

Animals↗

OKT3 and ganciclovir treatments are possibly related to the presence of Epstein-Barr virus in serum after liver transplantation.

The development of Epstein-Barr virus (EBV) associated lymphoproliferative disorder (PTLD) is related to EBV genome numbers in serum or plasma and B-cells, and the level of immunosuppression. EBV DNA viremia, defined as presence of EBV genomes in serum or plasma, is common in immunodeficiency. This survey of EBV viremia was performed by real-time polymerase chain reaction (PCR) on consecutive serum samples of 21 patients with acute (n = 3) or chronic liver disease (n = 18) during the first year after liver transplantation (LTX). Cytomegalovirus (CMV) DNA was analyzed with PCR in serum or leukocytes. The levels of EBV and CMV viremia were related to PTLD and the effect of different anti-rejection regimens. All patients were EBV-seropositive pre-LTX. In total, 24 of 152 (16%) samples from 10 of 21 (48%) individuals were EBV positive [five of 11 cyclosporin A (CsA); five of 10 tacrolimus treated cases]. EBV viremia was demonstrated in five of seven patients with OKT3 therapy. The number of EBV DNA positive samples was highest (26%) at 14 days after LTX. In the OKT3 treated groups, the medians of EBV DNA copy numbers were 1600/ml (range 230-7200) and 380/ml (range 120-860) in the CsA and tacrolimus patients, respectively (P < 0.02). One patient developed EBV lymphoma and another one EBV hepatitis 13 months and 24 days post-LTX, respectively. Both patients had received OKT3. Their EBV genome load was not significantly different from what was found in other patients. After ganciclovir therapy, EBV DNA was eradicated from serum in four of five patients for several months. EBV DNA load was not affected by CMV infection or disease. We conclude that presence of EBV in serum is a possible marker of an active infection and an early ganciclovir therapy may be beneficial. Quantification of EBV load offers the potential to implement pre-emptive interventions.

Adult↗

Production of HIV-1 p24 protein in transgenic tobacco plants.

The production of antigens for vaccines in plants has the potential as a safe and cost-effective alternative to traditional production systems. Toward the development of a plant-based expression system for the production of human immunodeficiency virus type I (HIV-1) p24 capsid protein, the p24 gene was introduced into the genome of tobacco plants using Agrobacterium tumefaciens-mediated gene transfer. Southern blot analyses confirmed the presence of the p24 coding sequence within the genome of transgenic lines. Western blot analysis of protein extracts from transgenic plants identified plant-expressed p24 protein that cross-reacted with a p24-specific monoclonal antibody, thus confirming the maintenance of antigenicity. Quantification of the p24 protein using enzyme-linked immunosorbent assay (ELISA) estimated yields of approx 3.5 mg per g of soluble leaf protein. Similar accumulation levels of p24 were also detected in T1 plants, confirming that the p24 gene is transmitted stably. Our results indicate that plant-based transgenic expression represents a viable means of producing p24 for the development of HIV vaccine and for use in HIV diagnostic procedures.

Agrobacterium tumefaciens↗

Quantification of latent Mamestra brassicae nuclear polyhedrosis virus in M. brassicae insects using a PCR-scintillation proximity assay.

A laboratory culture of Mamestra brassicae insects (MbLC) was found to harbour a latent baculovirus infection. The copy number of the occult MbNPV genome in both the MbLC larvae, and in a cell line derived from the fat body of MbLC was determined by the use of a rapid and convenient PCR-scintillation proximity assay (SPA). The SPA system relies on the use of fluomicrospheres (SPA beads) coated with acceptor molecules which are capable of binding radiolabelled ligands in solution. In the assay described, a biotinylated PCR primer is used and [3H]dNTPs are incorporated into the amplified DNA. The SPA beads are coated with streptavidin, and after binding the biotinylated primer, any amplified, radiolabelled DNA will activate the fluor. The amount of amplified DNA from the target sequence can then be directly quantified using a scintillation counter. The number of MbNPV genomes present in a persistently infected M. brassicae cell, as proposed by SPA, suggest between 13 and 20 copies of the viral genome may be present in individual fat body cells.

Animals↗

Measurement of genome wide DNA methylation by reversed-phase high-performance liquid chromatography.

A method to determine the extent of cytosine methylation in DNA is described. The technique involves the enzymatic hydrolysis of DNA to its deoxyribonucleotide components and subsequent separation and quantification of the nucleotides by isocratic reversed-phase high-performance liquid chromatography (HPLC). The system gives highly reproducible results and, under suitable conditions, is capable of measuring 5-methylcytosine levels in as little as 1 microg of DNA.

Calibration↗

Quantification of histone acetyltransferase and histone deacetylase transcripts during early bovine embryo development.

Mammalian oocytes are very unique cells with an unlimited developmental potential. These totipotent cells are able to remove existing gene-expression patterns and to impose new ones. However, genome reprogramming is still a mystery. Posttranslational modifications by acetylation of the N-termini portion of histones composing the nucleosome are involved in genome reprogramming. These modifications alter the higher-order chromatin structure to render the DNA accessible to the regulatory and transcriptional machinery. In the present study, we have investigated, to our knowledge for the first time, precise expression patterns of seven genes involved in chromatin structure throughout bovine embryo development. Oocytes harvested from bovine ovaries were used for in vitro production of germinal vesicle oocytes, metaphase II oocytes, 2- and 8-cell embryos, and blastocysts. Total RNA was extracted from pools (triplicates) of 20 oocytes or from embryos of each developmental stage. By means of quantitative reverse transcription-polymerase chain reaction using SYBR Green to detect double-stranded DNA, mRNA expression profiles for histone deacetylases (HDAC1, HDAC2, HDAC3, and HDAC7), histone acetyltransferases (GCN5 and HAT1), and histone H2A were established. Transcripts for all genes were detected at all stages from the oocyte to the blastocyst. The HDAC1, HDAC2 (class I HDAC), and HAT1 (type B HAT) revealed similar expression profiles. The HDAC3 (class I HDAC) tends to have an expression profile similar to those of HDAC1, HDAC2, and HAT1, whereas the HDAC7 (class II HDAC) and GCN5 (type A HAT) profiles were different from those three. These results indicate variable levels of histone deacetylases and histone acetyltransferases throughout embryonic development and may indicate the ones that are involved in somatic remodeling.

Acetyltransferases↗

Quantification of West Nile virus in vector mosquito saliva.

Saliva was collected from 4 species of mosquitoes intrathoracically inoculated with West Nile virus (WNV). The amount of infectious virus in the saliva was quantified by plaque assay and the number of WNV genomic equivalents (GE) was measured by reverse transcriptase-polymerase chain reaction. Ochlerotatus triseriatus had the greatest mean amount of infectious virus per saliva collection, followed by Aedes albopictus, Culex pipiens, and Cx. quinquefasciatus. The mean GE/saliva collection was also greatest in Oc. triseriatus, followed by Cx. quinquefasciatus, Cx. pipiens, and Ae. albopictus. The variance of log GE/saliva collection for Ae. albopictus was significantly lower than the variance for the other 3 species. This study provides a basis for comparing this component of vector competence and for determining the amounts of virus inoculated into vertebrates in experimental host competence studies.

Aedes↗

Development and evaluation of a Taqman duplex real-time PCR quantification method for reliable enumeration of Legionella pneumophila in water samples.

This study describes the development and evaluation of a specific Legionella pneumophila Taqman duplex real-time PCR (qPCR) for fast and reliable quantification of this human pathogen in suspected man-made water systems. The qPCR assay was 100% specific for all L. pneumophila serogroups 1-15 with a sensitivity of 60 genome units/l and an amplification efficiency of 98%. Amplification inhibitors were detected via an exogenous internal positive control, which was amplified simultaneously with L. pneumophila DNA using its own primer and probe set. Mean recovery rates of the qPCR assay for tap water and cooling circuit water, spiked with a known number L. pneumophila bacteria, were 93.0% and 56.3%, respectively. Additionally, by using the Ultraclean Soil DNA isolation kit, we were able to remove amplification inhibitors ubiquitously present in cooling water. The practical value of our qPCR assay was evaluated through analysis of 30 water samples from showers, taps, eyewash stations, fire sprinklers and recirculation loops with qPCR and traditional culture. In conclusion, the described L. pneumophila Taqman duplex real-time assay proved to be specific, sensitive and reproducible. This makes it a promising method complementing the current time-consuming culture standard method.

DNA, Bacterial↗

Development and application of proteomics technologies in Saccharomyces cerevisiae.

Proteomics research focuses on the identification and quantification of "all" proteins present in cells, organisms or tissue. Proteomics is technically complicated because it encompasses the characterization and functional analysis of all proteins that are expressed by a genome. Moreover, because the expression levels of proteins strongly depend on complex regulatory systems, the proteome is highly dynamic. This review focuses on the two major proteomics methodologies, one based on 2D gel electrophoresis and the other based on liquid chromatography coupled to mass spectrometry. The recent developments of these methodologies and their application to quantitative proteomics are described. The model system Saccharomyces cerevisiae is considered to be the optimal vehicle for proteomics and we review studies investigating yeast adaptation to changes in (nutritional) environment.

Chromatography, Liquid↗

MLL1 downregulation drives hair cell ferroptosis via mitochondrial and endoplasmic reticulum stress mechanisms through PERK-eIF2&#x3b1;-ATF4-Chop and PI3K/Akt-Lrp1 signaling pathway.

BACKGROUND: Sensorineural hearing loss is characterized by irreversible hair cell (HC) degeneration. Ferroptosis, which is marked by the accumulation of reactive oxygen species and elevated levels of lipid peroxidation products, has been shown to contribute to drug-mediated auditory impairment. This study aimed to elucidate the role of mixed-lineage leukemia 1 (MLL1) in HC survival in the auditory system. METHODS: The HEI-OC1 auditory cell line and postnatal cochlear explants were evaluated using MM-102, a specific MLL1 histone methyltransferase inhibitor. Western blotting, quantitative polymerase chain reaction, electron microscopy, and immunofluorescence were used to elucidate the role of MLL1 in regulating ferroptosis in HC injury. RNA sequencing (RNA-seq) was used to analyze the molecular mechanisms of MLL1 intervention in HC injury from an epigenetic perspective. RESULTS: Our findings demonstrated that immunofluorescence staining revealed a crucial role of MM-102 in promoting intracellular accumulation of lipid peroxides and ferrous ions. Subsequent analysis showed MLL1 downregulation-induced mitochondrial dysfunction and endoplasmic reticulum (ER) stress, with transmission electron microscopy imaging confirming ultrastructural alterations in mitochondria and ER. Mechanistic investigations identified the PERK-eIF2&#x3b1;-ATF4-Chop signaling axis as the regulatory pathway, evidenced by Western blotting quantification of phosphorylated PERK (p-PERK), ATF4, and Chop levels. RNA-seq analysis revealed 741 differentially expressed genes (335 upregulated and 406 downregulated). Kyoto encyclopedia of genes and genomes (KEGG) pathway analysis specifically highlighted significant enrichment of the PI3K/Akt-Lrp1 pathway, with corresponding activation patterns of phospho (p)-Akt and Lrp1 confirmed through Western blotting analysis. CONCLUSIONS: MLL1 downregulation initiates ferroptosis in cochlear HCs. This process is intrinsically associated with the activation of mitochondrial dysfunction and ER stress. The study highlights the importance of MLL1 in HC survival, suggesting its potential as a therapeutic target for treating hearing loss.

Endoplasmic Reticulum Stress↗

The genome-linked protein of picornaviruses. VIII. Complete amino acid sequence of poliovirus VPg and carboxy-terminal analysis of its precursor, P3-9.

VPg, the genome-linked protein of poliovirus, and its putative precursor P3-9, were radiolabelled and subjected to carboxypeptidase-A digestion. The release of amino acids was followed by identification and quantification on an amino acid analyser. Both proteins were found to be co-terminal with a sequence of -valyl-glutamine-COOH, an observation that provides further evidence that host cell trimming of virus-specific peptides does not play a role in poliovirus protein processing. Radiolabelled VPg was subjected to automated Edman degradation. The combined results complete the structural analysis of VPg, a polypeptide 22 amino acids in length with a molecular weight of 2354. Only one form of VPg has been found linked to virion RNA and it originates by a cleavage at glutaminyl-glycine pairs at both termini. The observation is consistent with other cleavages found in the virus processing scheme.

Amino Acid Sequence↗