Federico Gabrielli

Dr. Federico Gabrielli

orcid

Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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4 October 2023 in Journal of Clinical Medicine
Verified
Journal Article
Open access
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Carlos Rocha-de-LossadaCarlos Rocha-de-Lossada
Carlos Rocha-de-Lossada
Cosimo MazzottaCosimo Mazzotta
Cosimo Mazzotta
Federico GabrielliFederico Gabrielli
Federico Gabrielli
FPFilomena Tiziana Papa
Filomena Tiziana Papa
CHCarmen Gomez Huertas
Carmen Gomez Huertas
Davide BorroniDavide Borroni
Davide Borroni
In the field of Ophthalmology, the mNGS 16S rRNA sequencing method of studying the microbiota and ocular microbiome is gaining more and more weight in the scientific community. This study aims to characterize the ocular microbiota of patients diagnosed with keratoconus who have not undergone any prior surgical treatment using the mNGS 16S rRNA sequencing method. Samples of naïve keratoconus patients were collected with an eNAT with 1 mL of Liquid Amies Medium (Copan Brescia, Italy), and DNA was extracted and analyzed with 16S NGS. The microbiota analysis showed a relative abundance of microorganisms at the phylum level in each sample collected from 38 patients with KC and 167 healthy controls. A comparison between healthy control and keratoconus samples identified two genera unique to keratoconus, Pelomonas and Ralstonia. Our findings suggest that alterations in the microbiota may play a role in the complex scenario of KC development.

24 March 2024 in Biomolecules
Verified
Journal Article
Open access
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Domenico Schiano-LomorielloDomenico Schiano-Lomoriello
Domenico Schiano-Lomoriello
IAIrene Abicca
Irene Abicca
LCLaura Contento
Laura Contento
Federico GabrielliFederico Gabrielli
Federico Gabrielli
CACinzia Alfonsi
Cinzia Alfonsi
Davide BorroniDavide Borroni
Davide Borroni
Purpose: To characterize microbial keratitis diversity utilizing species richness and Shannon Diversity Index. Methods: Corneal impression membrane was used to collect samples. All swabs were processed and analyzed by Biolab Laboratory (level V—SSN Excellence: ISO 9001:2015), Biolab Srl (Ascoli Piceno, Italy). DNA extraction, library preparation, and sequencing were performed in all samples. After sequencing, low-quality and polyclonal sequences were filtered out by the Ion software. At this point, we employed Kraken2 for microbial community analysis in keratitis samples. Nuclease-free water and all the reagents included in the experiment were used as a negative control. The primary outcome was the reduction in bacterial DNA (microbial load) at T1, expressed as a percentage of the baseline value (T0). Richness and Shannon alpha diversity metrics, along with Bray–Curtis beta diversity values, were calculated using the phyloseq package in R. Principal coordinate analysis was also conducted to interpret these metrics. Results: 19 samples were included in the study. The results exhibited a motley species richness, with the highest recorded value surpassing 800 species. Most of the samples displayed richness values ranging broadly from under 200 to around 600, indicating considerable variability in species count among the keratitis samples. Conclusions: A significant presence of both typical and atypical bacterial phyla in keratitis infections, underlining the complexity of the disease’s microbial etiology.

10 January 2024 in American Journal of Ophthalmology
Verified
Journal Article
Open access
Vito RomanoVito Romano
Vito Romano
MFMariantonia Ferrara
Mariantonia Ferrara
FGFrancesca Gatti
Francesca Gatti
MAMatteo Airaldi
Matteo Airaldi
Davide BorroniDavide Borroni
Davide Borroni
FSFrancesco Semeraro
Francesco Semeraro
To investigate the reduction of the ocular surface bacterial load induced by 2 commercially available ophthalmic antiseptic formulations, povidone-iodine (PVI) 0.6% and chlorhexidine (CLX) 0.02%, before ocular surgery. Randomized controlled trial. Seventy adult patients undergoing intraocular surgery (phacoemulsification) were randomized to receive in the index eye PVI (group A) 4 times a day for 3 days or CLX (group B) 4 times a day for 3 days before surgery. The untreated eye was used as control. A conjunctival swab was taken in both eyes before (T0) and after (T1) therapy. Microbial DNA was quantified with real-time polymerase chain reaction (PCR) analysis. The Mick algorithm was used to compare the abundance of each genus/genera against the distribution of abundances from the reference. At T1, patients filled a questionnaire to evaluate therapy-induced symptoms. Primary outcome was the reduction of bacterial DNA at T1 (microbial load), vs control arm, expressed as mean number of real-time PCR cycle times (CTs). Secondary outcomes were taxonomic composition, differential abundance, and therapy-induced ocular symptoms. The T0-T1 difference in CT was significant in group B, but not in group A (mean [95% CI], 0.99 [0.33] vs 0.26 [0.15], P < .001, and 0.65 [0.3] vs 0.45 [0.41], P = .09, respectively). The taxonomic composition, alpha, and beta diversity remained consistent at all time points in both groups. The rate of patients reporting therapy-induced ocular symptoms and the mean discomfort grade were greater in group A than in group B (97% vs 26% and 4.97±2.48 vs 0.66±1.53, respectively). Compared with PVI 0.6%, CLX 0.02% induced a greater reduction of ocular surface bacterial load, with no significant alterations of the taxonomic composition. Moreover, CLX was better tolerated than PVI.

16 September 2023 in Experimental Eye Research
Verified
Journal Article
Closed access
Davide BorroniDavide Borroni
Davide Borroni
Carlos Rocha-de-LossadaCarlos Rocha-de-Lossada
Carlos Rocha-de-Lossada
Cosimo MazzottaCosimo Mazzotta
Cosimo Mazzotta
José-María Sánchez-GonzálezJosé-María Sánchez-González
José-María Sánchez-González
FPFilomena Papa
Filomena Papa
Federico GabrielliFederico Gabrielli
Federico Gabrielli

1 January 2024 in International Journal of Genomics
Verified
Journal Article
Open access
Federico GabrielliFederico Gabrielli
Federico Gabrielli
FPFilomena Tiziana Papa
Filomena Tiziana Papa
FPFabio Di Pietro
Fabio Di Pietro
APAndreu Paytuví-Gallart
Andreu Paytuví-Gallart
DJDaniel Julian
Daniel Julian
CACinzia Alfonsi
Cinzia Alfonsi
Objective: The present study is aimed at introducing and evaluating MaterniCode, a state‐of‐the‐art bioinformatic pipeline for noninvasive prenatal testing (NIPT) that leverages the Ion Torrent semiconductor sequencing platform. The initiative strives to revolutionize prenatal diagnostics by offering a rapid and cost‐effective method without sacrificing accuracy.Methods: Two distinct bioinformatic strategies were employed for fetal sex determination, one of which achieved 100% accuracy. We analyzed 1225 maternal blood samples for fetal aneuploidies, benchmarking against the industry standard Illumina VeriSeq™ NIPT Solution v2. The capability of MaterniCode to detect and characterize complex chromosomal anomalies was also assessed.Results: MaterniCode achieved near‐perfect accuracy in fetal sex determination through chromosome Y (chrY )–specific gene analysis, whereas the alternative method, employing the ratio of high‐quality mapped reads on chrY relative to all reads, delivered 100% accuracy. For fetal aneuploidy detection, both the integrated WisecondorX and NIPTeR algorithms demonstrated a 100% sensitivity and specificity rate, consistent with Illumina VeriSeq™ NIPT Solution v2. The pipeline also successfully identified and precisely mapped significant chromosomal abnormalities, exemplified by a 2.4 Mb deletion on chromosome 13 and a 3 Mb duplication on chromosome 2.Conclusion: MaterniCode has proven to be an innovative and highly efficient tool in the domain of NIPT, demonstrating excellent sensitivity and specificity. Its robust capability to effectively detect a wide range of complex chromosomal aberrations, including rare and subtle variations, positions it as a promising and valuable addition to prenatal diagnostic technologies. This enhancement to diagnostic precision significantly aids clinicians in making informed decisions during pregnancy management.