Metaproteomic data analysis at a glance: advances in computational microbial community proteomics

Introduction: Within the last decade, the study of microbial communities has gained increasing research interest also driven by the recognition of the important role of these consortia in human health and disease. Metaproteomics, the analysis of the entire set of proteins from all microorganisms present in one ecosystem, has become a prominent technique for studying the relation between taxonomic diversity and functional profile of microbial communities.

Areas covered: The aim of this review is to address opportunities and challenges of metaproteomics from a computational perspective. Appealing to an audience of microbial ecologists and proteomic researchers alike, we provide an overview on state-of-the-art software and databases by which metaproteome data can be readily analyzed.

Expert commentary: While tailored protein databases, combined search algorithms and iterative workflows are means to improve the identification yield, software tools for taxonomic and functional analysis are challenged by the vast amount of unannotated sequences in metaproteomics.     

Effect of confounding factors on a phospho-flow assay of ribosomal S6 protein for therapeutic drug monitoring of the mTOR-inhibitor everolimus in heart transplanted patients

Context: Several assays of monitoring immune cell function have been developed to enhance therapeutic drug monitoring.

Objective: An in vitro-validated whole-blood assay of phosphorylated ribosomal protein S6 (pS6RP) was evaluated for confounders to monitor the mTOR-inhibitor everolimus (ERL).

Materials and methods: Whole blood samples from 87 heart transplant recipients were analyzed for pS6RP-expression in CD3-positive T-cells by phospho-flow analysis.

Results: ERL blood concentration, laboratory parameters, co-medications, demographic and clinical data were reviewed.

Conclusion: Evaluating the pS6RP-assay revealed that pS6RP is influenced by cyclosporine A (CsA) blood concentration, duration of ERL treatment, co-medication with thiazide diuretics and different metabolic parameters.     

Nickel exposure and plasma levels of biomarkers for assessing oxidative stress in nickel electroplating workers

Context: The mechanism of nickel-induced pathogenesis remains elusive.

Objective: To examine effects of nickel exposure on plasma oxidative and anti-oxidative biomarkers.

Materials and methods: Biomarker data were collected from 154 workers with various levels of nickel exposure and from 73 controls. Correlations between nickel exposure and oxidative and anti-oxidative biomarkers were determined using linear regression models.

Results: Workers with a exposure to high nickel levels had significantly lower levels of anti-oxidants (glutathione and catalase) than those with a lower exposure to nickel; however, only glutathione showed an independent association after multivariable adjustment.

Discussion and conclusion: Exposure to high levels of nickel may reduce serum anti-oxidative capacity.     

Validation of a protein panel for the noninvasive detection of recurrent non-muscle invasive bladder cancer

Context: About 50–70% of patients with non-muscle invasive bladder cancer (NMIBC) experience relapse of disease.

Objective: To establish a panel of protein biomarkers incorporated in a multiplexed microarray (BCa chip) and a classifier for diagnosing recurrent NMIBC.

Materials and methods: Urine samples from 45 patients were tested. Diagnostic performance was evaluated by receiver operating characteristic (ROC) analysis.

Results: A multi biomarker panel (ECadh, IL8, MMP9, EN2, VEGF, past recurrences, BCG therapies and stage at diagnosis) was identified yielding an area under the curve of 0.96.

Discussion and conclusion: This biomarker panel represents a potential diagnostic tool for noninvasive diagnosis of recurrent NMIBC.     

Micronuclei as a marker for medical screening of subjects continuously occupationally exposed to low doses of ionizing radiation

Context: Genotoxicity assays are widely employed in human biomonitoring studies to assess genetic damage inflicted by genotoxic agents.

Objective: Evaluation of micronuclei (MN) as a screening marker of occupational ionizing radiation (IR) exposure.

Materials and methods: Using micronucleus test, peripheral blood lymphocytes (PBL) of 402 control and exposed subjects were screened for genetic damage.

Results: The mean frequencies of micronucleus test parameters were significantly higher in exposed persons. Increase of micronucleus yield with duration of exposure (DOE) by 0.303MN/year was revealed.

Discussion and conclusion: The obtained data encourage us to consider MN as valuable markers for preventive medical screening of occupationally exposed groups.     

Propeptide big-endothelin,N-terminal-pro brain natriuretic peptide and mortality. The Ludwigshafen risk and cardiovascular health (LURIC) study

Context: The endothelin system (Big-ET-1) is a key regulator in cardiovascular (CV) disease and congestive heart failure (CHF).

Objectives: We have examined the incremental value of Big-ET-1 in predicting total and CV mortality next to the well-established CV risk marker N-Terminal Pro-B-Type Natriuretic Peptide (NT-proBNP).

Methods: Big-ET-1 and NT-proBNP were determined in 2829 participants referred for coronary angiography (follow-up 9.9 years).

Results: Big-ET-1 is an independent predictor of total, CV mortality and death due to CHF.

Discussion: The conjunct use of Big-ET-1 and NT-proBNP improves the risk stratification of patients with intermediate to high risk of CV death and CHF.

Conclusions: Big-ET-1improves risk stratification in patients referred for coronary angiography.     

Riboflavin as an independent and accurate biomarker for adherence in a randomized double-blind and placebo-controlled clinical trial

Background: Medication adherence is critical for success of clinical trials.

Objective: To assess oral riboflavin is an adherence marker.

Methods: Riboflavin was incorporated into active treatment and placebo pills for a clinical trial lasting for 2 years.

Results: The accuracy (area under the receiver operating curve) of urinary riboflavin was 0.91 as a binary classifier of adherence, and was similar or better than for two active study ingredients daidzein (0.92) and genistein (0.87) (all p?<?0.0001). Decreased adherence over time was similar in the two study groups.

Conclusion: Riboflavin is an accurate and useful biomarker for study pill ingestion.     

The relationship of single-strand breaks in DNA to breast cancer risk and to tissue concentrations of oestrogens

Context: Clinical study of breast cancer patients in Chicago, IL, USA.

Objective: Ascertain the utility of measurements of single-strand breaks (SSB) in DNA for assessment of breast cancer risk.

Methods: Fine-needle aspirates of the breast, SSB by nick translation, percent breast density (PBD), Gail model risk, cumulative methylation index (CMI), enzymes of DNA repair and tissue antioxidants.

Results: DNA repair enzymes and 4-hydroxyestradiol were negatively associated with SSB; CMI and PBD were positively associated.

Conclusions: Quantitative measurement of SSBs by this procedure indicates the relative number of SSBs and is related to promoter methylation, antioxidant availability and percent breast density.     

Bacterial pili,with emphasis on Mycobacterium tuberculosis curli pili: potential biomarkers for point-of care tests and therapeutics

Context: Novel biomarkers are essential for developing rapid diagnostics and therapeutic interventions

Objective: This review aimed to highlight biomarker characterisation and assessment of unique bacterial pili.

Methods: A PubMed search for bacterial pili, diagnostics, vaccine and therapeutics was performed, with emphasis on the well characterised pili.

Results: In total, 46 papers were identified and reviewed.

Conclusion: Extensive analyses of pili enabled by advanced nanotechnology and whole genome sequencing provide evidence that they are strong biomarker candidates. Mycobacterium tuberculosis curli pili are emphasised as important epitopes for the development of much needed point-of-care diagnostics and therapeutics.     

Procalcitonin and cellulitis: correlation of procalcitonin blood levels with measurements of severity and outcome in patients with limb cellulitis

Background: Procalcitonin levels may be raised in bacterial infections and have been used to guide antibiotic therapy. There is little data on procalcitonin and limb cellulitis.

Objectives: Within a clinical trial of antibiotic therapy, we examined the correlation between clinical observations, blood tests and local measurements of skin damage, with serum procalcitonin levels.

Methods: The data is from a subset of the patients recruited into a clinical trial of antibiotic therapy for cellulitis (clindamycin for cellulitis, NCT01876628) whose procalcitonin levels were correlated with clinical and laboratory measurements. We selected the variables strongly correlated with procalcitonin and evaluated the predictive value of the baseline procalcitonin on the primary trial outcome.

Results: 136 patients provided 307 procalcitonin levels which were correlated with 8 variables. The strongest correlations (correlation coefficient of >0.5) with procalcitonin were the affected skin area (0.537), C-reactive protein (0.574) and neutrophil:lymphocyte ratio (0.567). Receiver operator characteristic curves demonstrated poor sensitivity and specificity of procalcitonin in predicting primary outcome. Procalcitonin baseline levels were low but decreased as patients recovered.

Conclusions: Procalcitonin levels are generally low in limb cellulitis and cannot be used to confirm the diagnosis or the need for antibiotic therapy. Procalcitonin is a poor predictor of early improvement.     

Epidermal growth factor,growth differentiation factor-15, and survivin as novel biocompatibility markers in children on chronic dialysis

Context: Chronic dialysis results in aggravation of apoptosis and cell damage, triggered by bioincompatibility of dialysis membranes and peritoneal fluids.

Objective: The aim of study was to assess the usefulness of epidermal growth factor (EGF), growth differentiation factor (GDF)-15, and survivin as novel markers of biocompatibility in dialyzed children.

Materials and methods: Parameters were assessed by ELISA in 19 patients on hemodialysis and 22 children on peritoneal dialysis.

Results: Serum concentrations of analyzed parameters in children on chronic dialysis differed significantly from controls and depended strongly on the dialysis technique.

Conclusions: EGF, GDF-15, and survivin may serve as new biocompatibility markers in children on chronic dialysis.     

Epigenetic biomarkers in colorectal cancer: premises and prospects

Context: Colorectal cancer is one of the most common cancers worldwide. Epigenetic alterations play an important role in the pathogenesis of the colorectal cancer.

Objective: This review has focused on the most recent investigations, which has suggested potential epigenetic biomarkers in colorectal cancer.

Methods: Evidences were achieved by searching online medical databases including Google scholar, Pubmed, Scopus and Science Direct.

Results: Extensive studies have indicated that aberrant epigenetic modifications could serve as potential biomarkers for diagnosis, prognosis and prediction of colorectal cancer.

Conclusion: Advances in aberrant epigenetic modifications can open new avenues for exploration of reliable and robust biomarkers to improve the management of CRC patients.     

The metabolomics and lipidomics window into thyroid cancer research

Context: Thyroid carcinoma is the most common endocrine system malignancy with a fast rising incidence in the last decade for unknown reasons. Fine needle aspiration (FNA) biopsy, the gold standard in thyroid cancer (TC) screening has still its own challenges and in some cases needs a proceeding surgery.

Objective: This review highlights the role of the two most recent “omics” approaches, “metabolomics” and “lipidomics”, in the field of TC research.

Methods: All the previous studies have been extracted from the literature and major concepts were detailed in the field of TC metabolomics and lipidomics.

Results: Metabolomics and lipidomics, have potential in finding biomarkers related to thyroid carcinoma. Among the previous studies, the most important introduced altered tissue metabolites and lipids included glucose and galactose, lactate, Scyllo- and Myo inositol, hypoxanthine, citrate, cholesterol and choline.

Conclusion: Metabolomics methods have been widely used in the field of biomarker discovery in TC and attempts are still in progress to use these methods to find a reliable biomarker panel besides current diagnostic tools.     

Insights into apoptotic proteins in chemotherapy: quantification techniques and informing therapy choice

Introduction: Cancer is one of the leading causes of morbidity and mortality worldwide. A hallmark of cancer is evasion of apoptosis leading to tumor progression and drug resistance. Biomarker research has become a sign of the times, and proteins involved in apoptosis may be used for clinical diagnostic or prognostic purposes in cancer treatment. The recent progress in proteomic technology has triggered an emerging number of researchers to study the molecular mechanisms that regulate the apoptotic signal transduction pathways in cancer.

Areas covered: A PubMed search for ‘Proteomics’ and ‘cancer’ and ‘chemotherapy’ and ‘apoptosis’ has been conducted for literature until December 2017.

Results: The study of apoptotic protein signatures in cancer provides valuable information for more effective prognosis, response to therapy and the identification of novel drug targets. A huge number of bioinformatic tools are available to interpret raw data. For quantification, mass spectrometry is the most reliable technique.

Expert commentary: This field of research is, however, still in its infancy and more intensive research is warranted to explore the full potential of biomarkers for clinical use. Progress in this field is influenced by the detection limit of current quantification methods as well as patient and cancer inter-individual profiles.     

Sex hormone-binding globulin and thrombin generation in women using hormonal contraception

Objectives: We investigated the impact of serum sex hormone-binding globulin (SHBG) on thrombin generation (TG) in women according to hormonal contraception.

Patients and methods: A cross-sectional study of SHBG and TG measured via calibrated automated thrombography was conducted in 150 healthy women, including 75 users of combined oral contraceptives (COC), 22 users of progestin-only contraceptives (POC) and 53 nonusers.

Results: COC but not POC-users had significantly higher SHBG levels compared with nonusers. In hormonal contraceptive users, SHBG was positively associated with both activated protein C (APC) resistance and baseline TG, and protein S and prothrombin were important mediators.

Conclusion: These data provide further evidence that SHBG may be used as a biomarker in assessing prothrombotic profile of hormonal contraception.     

Fifty years of vegetation change in oceanic-montane liverwort-rich heath in Scotland

Background: Liverwort heath is considered in Scotland to be one of the vegetation types most vulnerable to environmental change, yet detailed insights into its dynamics are lacking.

Aims: To assess the nature and extent of plant compositional changes in liverwort heath over 50 years and relate this to environmental change drivers.

Methods: Vegetation plots previously recorded 20 and 50 years ago were re-surveyed to assess changes in species composition, plot-level species richness and between-plot variability, using several β-diversity indices and partitioning. The environmental indicator values of the species that showed most change were used to identify the environmental drivers of change.

Results: Liverwort heath in north-west Scotland has undergone compositional changes over 50 years, becoming more heterogeneous, and losing some of its distinct character. Dwarf shrubs and specialist liverworts have decreased, while graminoids have increased. Partitioning of change in β diversity indicated that mainly changes in species richness, rather than species turnover, have driven the taxonomic differentiation over time. Grazing, eutrophication and warmer and drier conditions were found to be potentially important drivers of the observed vegetation change.

Conclusions: Our results highlight the vulnerability of liverwort heath to environmental change.     

Blood markers of inflammation and endothelial dysfunction in cardioembolic stroke: systematic review and meta-analysis

Context: Various processes including inflammation and endothelial dysfunction have been implicated in the pathogenesis of cardioembolic (CE) strokes.

Objective: To review the evidence and investigate the association between immune-inflammatory biomarkers and CE strokes versus other stroke subtypes.

Methods: We systematically reviewed the literature (sources: MEDLINE, web-based register http://stroke-biomarkers.com, reference lists) with quality assessment and meta-analysis of selected articles.

Results: The most consistent association was found between C-reactive protein (CRP) and CE strokes when compared to other stroke subtypes (standardized mean difference 0.223 (0.116, 0.343); p?<?0.001)

Conclusions: Our findings confirm a possible association between selected inflammatory biomarkers and CE stroke.     

Association between polymorphisms in IL21 gene and risk for sepsis

Context: Sepsis is now the leading cause of death in the noncardiovascular intensive care unit (ICU).

Objective: To investigate whether polymorphisms in IL21 gene contribute to sepsis susceptibility.

Materials and methods: Three single-nucleotide polymorphisms of IL21 (rs907715, rs2055979, rs12508721) were genotyped by TaqMan assay in patients with sepsis and control subjects.

Results: Polymorphisms rs2055979 and rs12508721 in IL21 were more frequent in sepsis patients compared to general population. But allele frequency of rs907715 was not significantly different between sepsis patients and control subjects.

Conclusion: Polymorphisms in IL21 may be associated with sepsis risk.     

MAPPs for the identification of immunogenic hotspots of biotherapeutics; an overview of the technology and its application to the biopharmaceutical arena

Introduction: Anti-drug antibody (ADA) responses are becoming an increasing concern as more highly engineered and sophisticated biotherapeutics enter the clinic. An arsenal of tools has been developed to identify potential T cell epitopes that may drive unwanted immunological responses to protein therapeutics; one such tool is termed ‘Major Histocompatibility Complex-Associated Peptide Proteomics’ (MAPPs). This review highlights the evolution of this MHC II profiling technology, its technological advantages and limitations, and its utility in helping to de-risk the immunogenicity of biotherapeutics.

Areas covered: A comprehensive literature review was performed along with discussions with key leaders in the field of MAPPs to summarize the importance of monitoring potential immunogenicity of clinical molecules. Herein we also describe how MAPPs has been applied specifically for monitoring MHC II peptides derived from biotherapeutics.

Expert commentary: Given the importance of this growing field we discuss the complementary tools used in conjunction with MAPPs and review case studies where this approach has informed clinical studies and in some cases allowed re-engineering of the biotherapeutic moiety to a less immunogenic format.     

Soluble CD40 ligand in haemodialysis patients: survival impact and cardiovascular prognostic role

Context: Soluble CD40 ligand (sCD40l) can predict cardiovascular events (CVE) and mortality in haemodialysis (HD) patients (short-, medium-term follow-up studies).

Objective: To evaluate the relationship between sCD40l and survival, CVE and mortality in HD patients on long-term follow-up.

Methods: We registered 46?HD patients’ baseline characteristics, mortality and CVE for 108 months.

Results: SCD40l correlated positively with C-reactive protein, was higher in survivors, but had no impact on survival and was not predictive for CVE or CV mortality.

Conclusion: The levels of sCD40l have no influence on survival or CVE and mortality in HD patients in a long-term follow-up.