- Book Chapter
- 10.1007/978-3-032-13022-8_25
Preventive Healthcare Through Privacy-Preserving, Explainable and Inclusive Artificial Intelligence
- Jan 01, 2026
- Mufti Mahmud + 20 more +20
Publications from 2021 to 2026
Showing 10 of 12 papers
Preventive Healthcare Through Privacy-Preserving, Explainable and Inclusive Artificial Intelligence
DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?
Synthesis and Biological Activity of Ultrashort Antimicrobial Peptides Bearing a Non-Coded Amino Acid.
Antimicrobial resistance represents a significant global health threat, prompting the exploration of alternative therapeutic strategies. Antimicrobial peptides (AMPs) and lipopeptides are promising candidates due to their unique ability to disrupt bacterial cell membranes through mechanisms distinct from conventional antibiotics. These peptides are typically enhanced by motifs involving cationic amino acids, positive charge, and aromatic residues. Additionally, the conjugation of acyl chains to the N-terminus of AMPs has been shown to improve their antimicrobial activity and selectivity. However, the susceptibility of peptides to enzymatic degradation presents a major limitation. To address this, we investigated the incorporation of non-coded amino acids (NCAAs) to enhance peptide stability. Specifically, we synthesized the NCAA 2-amino-3-(1H-imidazol-1-yl)propanoic acid [His*], producing both enantiomers with high yield and optical purity. We then designed various analogs of ultra-short AMPs by inserting His* at specific positions, evaluating their antimicrobial properties with different acyl chain lengths (C16 and C12) at the N-terminus and the C-terminus. We were able to identify a very promising candidate for applications (P8) characterized by resistance to proteolysis and enhanced biological effectiveness.
Read moreSalivary microbiota composition may discriminate between patients with eosinophilic oesophagitis (EoE) and non-EoE subjects.
Data on the role of the microbiome in adult patients with eosinophilic oesophagitis (EoE) are limited. To prospectively collect and characterise the salivary, oesophageal and gastric microbiome in patients with EoE, further correlating the findings with disease activity. Adult patients with symptoms of oesophageal dysfunction undergoing upper endoscopy were consecutively enrolled. Patients were classified as EoE patients, in case of more than 15 eosinophils per high-power field, or non-EoE controls, in case of lack of eosinophilic infiltration. Before and during endoscopy, saliva, oesophageal and gastric fundus biopsies were collected. Microbiota assessment was performed by 16 s rRNA analysis. A Sparse Partial Least Squares Discriminant Analysis (sPLS-DA) was implemented to identify biomarkers. Saliva samples were collected from 29 EoE patients and 20 non-EoE controls;, biopsies from 25 EoE and 5 non-EoE controls. In saliva samples, 23 Amplicon Sequence Variants (ASVs) were positively associated with EoE and 27 ASVs with controls, making it possible to discriminate between EoE and non-EoE patients with a classification error (CE) of 24%. In a validation cohort, the accuracy, sensitivity, specificity, positive predictive value and negative predictive value of this model were 78.6%, 80%, 75%, 80% and 60%, respectively. Moreover, the analysis of oesophageal microbiota samples observed a clear microbial pattern able to discriminate between active and inactive EoE (CE=8%). Our preliminary data suggest that salivary metabarcoding analysis in combination with machine learning approaches could become a valid, cheap, non-invasive test to segregate between EoE and non-EoE patients.
Read moreOptimizing Microbiota Profiles for Athletes.
Gut microbiome influences athletes' physiology, but because of the complexity of sport performance and the great intervariability of microbiome features, it is not reasonable to define a single healthy microbiota profile for athletes. We suggest the use of specific meta-omics analysis coupled with innovative computational systems to uncover the hidden association between microbes and athlete's physiology and predict personalized recommendation.
Read moreRecycling of construction and demolition waste: case study in the Port of Antwerp
Construction and demolition waste (C&DW) represents one of the EU’s largest waste streams. According to the Directive 2008/98/EC on waste, at least 70 percent (by weight) of non-hazardous C&DW must be recuperated by 2020. Eurostat estimates an annual C&DW generation of 970 Mton in EU-27, representing an average value of almost 2.0 ton per inhabitant, with an average recovery rate of 47%. A case study in the Port of Antwerp (PoA) demonstrated new high grade recycling options for purified material fractions from C&DW.
Read moreThe Antarctic Krill Euphausia superba Shows Diurnal Cycles of Transcription under Natural Conditions
BackgroundPolar environments are characterized by extreme seasonal changes in day length, light intensity and spectrum, the extent of sea ice during the winter, and food availability. A key species of the Southern Ocean ecosystem, the Antarctic krill (Euphausia superba) has evolved rhythmic physiological and behavioral mechanisms to adapt to daily and seasonal changes. The molecular organization of the clockwork underlying these biological rhythms is, nevertheless, still only partially understood.Methodology/Principal FindingsThe genome sequence of the Antarctic krill is not yet available. A normalized cDNA library was produced and pyrosequenced in the attempt to identify large numbers of transcripts. All available E. superba sequences were then assembled to create the most complete existing oligonucleotide microarray platform with a total of 32,217 probes. Gene expression signatures of specimens collected in the Ross Sea at five different time points over a 24-hour cycle were defined, and 1,308 genes differentially expressed were identified. Of the corresponding transcripts, 609 showed a significant sinusoidal expression pattern; about 40% of these exibithed a 24-hour periodicity while the other 60% was characterized by a shorter (about 12-hour) rhythm. We assigned the differentially expressed genes to functional categories and noticed that those concerning translation, proteolysis, energy and metabolic process, redox regulation, visual transduction and stress response, which are most likely related to daily environmental changes, were significantly enriched. Two transcripts of peroxiredoxin, thought to represent the ancestral timekeeping system that evolved about 2.5 billion years ago, were also identified as were two isoforms of the EsRh1 opsin and two novel arrestin1 sequences involved in the visual transduction cascade.ConclusionsOur work represents the first characterization of the krill diurnal transcriptome under natural conditions and provides a first insight into the genetic regulation of physiological changes, which occur around the clock during an Antarctic summer day.
Read moreA First Survey Of The Wheat Chromosome 5a Composition Through A Next-Generation Sequencing Approach
A computational-based update on microRNAs and their targets in barley (Hordeum vulgare L.)
BackgroundMany plant species have been investigated in the last years for the identification and characterization of the corresponding miRNAs, nevertheless extensive studies are not yet available on barley (at the time of this writing). To extend and to update information on miRNAs and their targets in barley and to identify candidate polymorphisms at miRNA target sites, the features of previously known plant miRNAs have been used to systematically search for barley miRNA homologues and targets in the publicly available ESTs database. Matching sequences have then been related to Unigene clusters on which most of this study was based.ResultsOne hundred-fifty-six microRNA mature sequences belonging to 50 miRNA families have been found to significantly match at least one EST sequence in barley. As expected on the basis of phylogenetic relations, miRNAs putatively orthologous to those of Triticum are significantly over-represented inside the set of identified barley microRNA mature sequences. Many previously known and several putatively new miRNA/target pairs have been identified. When the predicted microRNA targets were grouped into functional categories, biological processes previously known to be regulated by miRNAs, such as development and response to biotic and abiotic stress, have been highlighted and most of the target molecular functions were related to transcription regulation. Candidate microRNA coding genes have been reported and genetic variation (SNPs/indels) both in functional regions of putative miRNAs (mature sequence) and at miRNA target sites has been found.ConclusionsThis study has provided an update of the information on barley miRNAs and their targets representing a foundation for future studies. Many of previously known plant microRNAs have homologues in barley with expected important roles during development, nutrient deprivation, biotic and abiotic stress response and other important physiological processes. Putative polymorphisms at miRNA target sites have been identified and they can represent an interesting source for the identification of functional genetic variability.
Read moreP1-487: Targeting intracellular Aβ with oligomeric conformation sensitive recombinant intrabodies