Guna Laganovska

Prof. Dr. Guna Laganovska


Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

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

Representative Publications

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3 April 2025 in Computers in Biology and Medicine
Verified
Journal Article
Open access
VRVincenzo Rizzuto
Vincenzo Rizzuto
MSMarzia Settino
Marzia Settino
GSGiacomo Stroffolini
Giacomo Stroffolini
GCGiuseppe Covello
Giuseppe Covello
JVJuris Vanags
Juris Vanags
Davide BorroniDavide Borroni
Davide Borroni
The ocular surface (OS) microbiome is influenced by various factors and impacts on ocular health. Understanding its composition and dynamics is crucial for developing targeted interventions for ocular diseases. This study aims to identify host variables, including physiological, environmental, and lifestyle (PEL) factors, that influence the ocular microbiome composition and establish valid associations between the ocular microbiome and health outcomes. The 16S rRNA gene sequencing was performed on OS samples collected from 135 healthy individuals using eSwab. DNA was extracted, libraries prepared, and PCR products purified and analyzed. PEL confounding factors were identified, and a cross-validation strategy using various bioinformatics methods including Machine learning was used to identify features that classify microbial profiles. Nationality, allergy, sport practice, and eyeglasses usage are significant PEL confounding factors influencing the eye microbiome. Alpha-diversity analysis revealed significant differences between Spanish and Italian subjects (p-value < 0.001), with a median Shannon index of 1.05 for Spanish subjects and 0.59 for Italian subjects. Additionally, 8 microbial genera were significantly associated with eyeglass usage. Beta-diversity analysis indicated significant differences in microbial community composition based on nationality, age, sport, and eyeglasses usage. Differential abundance analysis identified several microbial genera associated with these PEL factors. The Support Vector Machine (SVM) model for Nationality achieved an accuracy of 100%, with an AUC-ROC score of 1.0, indicating excellent performance in classifying microbial profiles. This study underscores the importance of considering PEL factors when studying the ocular microbiome. Our findings highlight the complex interplay between environmental, lifestyle, and demographic factors in shaping the OS microbiome. Future research should further explore these interactions to develop personalized approaches for managing ocular health.

7 February 2023 in Diagnostics
Verified
Journal Article
Open access
PDF file
LSLelde Svjaščenkova
Lelde Svjaščenkova
GLGuna Laganovska
Guna Laganovska
LTLivian Tzivian
Livian Tzivian
Background. Ophthalmologists treat diabetic macular edema before cataract surgery to reduce possible complications. Despite improvements in diagnostic techniques, whether cataract surgery per se causes the progression of diabetic retinopathy with macular edema remains unclear. This study aimed to evaluate the impact of phacoemulsification on the central retina and its correlation with diabetes compensation as well as changes in the retina before surgery. Methods. Thirty-four type 2 diabetes mellitus patients who underwent phacoemulsification cataract surgery were included in this prospective longitudinal study. Of them, 29.4% had macular edema before surgery, and 70.6% had a normal macular structure. All patients underwent ophthalmic examinations, including optical coherence tomography angiography, at baseline and at one and three months after surgery. The Mann-Whitney test was performed to compare the area of the foveal avascular zone, perimeter of the foveal avascular zone, and mean vascular density in the para- and perifoveal deep and superficial capillary plexuses. All parameters were measured before and at one and three months after surgery. Multiple linear regression models with adjustments for glycated hemoglobin and duration of diabetes mellitus were constructed to assess the association between the area of the foveal avascular zone and diabetic macular edema. Results. Significant differences in the area of the foveal avascular zone, perimeter of the foveal avascular zone, and perifoveal density in the deep capillary plexus were observed at all three time points. In the fully adjusted linear regression model, those without diabetic macular edema had a reduced probability for changes in the foveal avascular zone at one and three months after surgery (effect estimate β = −0.20 [95% CI −0.31; −0.09] and β = −0.13 [−0.22; −0.03] for one and three months, respectively) compared with those with diabetic macular edema. Conclusions. Cataract surgery itself does not cause significant and permanent increase in diabetic macular edema three months post-surgery. On the contrary, in a group with diabetic macular edema before the surgery, central retinal thickness tended to stabilize three months after surgery. If the duration of diabetes is shorter and diabetes is better compensated, the possibility of changes in the foveal avascular zone is reduced.

3 January 2021 in Medicina
Verified
Journal Article
Open access
PDF file
JVJuris Vanags
Juris Vanags
RERenars Erts
Renars Erts
GLGuna Laganovska
Guna Laganovska
Background and Objectives: To evaluate anterior capsule opening (ACO) contraction and late intraocular lens (IOL) dislocation after cataract surgery in patients with weak or partially absent zonular support and assess methods of reducing these complications. Materials and Methods: For this prospective study, we enlisted cataract surgery patients in our hospital with preoperative diagnoses of weak zonules. All patients received phacoemulsification surgery with implantation of a hydrophobic acrylic IOL and capsular tension ring (CTR). ACO reductions were measured for six months after enrolment. Data on late IOL dislocations were collected five years after enrolment of the last patient. Results: Fifty-three patients were enrolled from 2011 to 2015. Over the six-month active follow-up period, ACO area reduction was 23% in patients receiving CTRs of 11 mm diameter and 8% for patients with CTRs of 12 mm, with an overall mean of 15% reduction. Five years after the last patient was enrolled, seven patients (13%) had experienced late IOL-CTR-capsular bag dislocation. For these patients, the mean ACO reduction in the first six months of follow-up was 33%, including for those who had received neodymium-doped yttrium aluminum garnet (Nd: YAG) anterior capsulotomies. Conclusion: Use of hydrophobic acrylic lenses and CTR reduces ACO contraction, with rates comparable to those after cataract surgery without ocular comorbidity. Our patients experienced a relatively high rate of late IOL-CTR-capsular bag dislocation. However, dislocated complexes were easily repositioned and few patients required IOL exchange. Frequent visits are warranted to promptly detect late complications of cataract surgery in patients with weak zonular support.

18 December 2025 in Bioengineering
Verified
Journal Article
Open access
PDF file
VRVincenzo Rizzuto
Vincenzo Rizzuto
Marco LaurinoMarco Laurino
Marco Laurino
RMRoberto Montanari
Roberto Montanari
AGAngelo Gemignani
Angelo Gemignani
MFMichele Figus
Michele Figus
Luca MesinLuca Mesin
Luca Mesin
Pupillary hippus, i.e., the spontaneous bilateral oscillation of pupil diameter under constant illumination, provides a non-invasive window into autonomic and central nervous system dynamics. Despite decades of research, a unified framework linking its spectral features, physiological underpinnings, and analytical complexity is still missing. In this narrative review, we synthesize spectral and nonlinear pupillometry studies to propose a paradigm-aware taxonomy of hippus frequency bands that integrates evidence from autonomic tests and cognitive-arousal paradigms. Across the literature, low-frequency components tend to covary with respiratory/vasomotor autonomic rhythms, while higher-frequency fluctuations and complexity indices are more sensitive to cognitive load, visual fatigue, and pathological states but remain methodologically heterogeneous. Finally, we explore contexts in which hippus-based biomarkers show clinical potential, with a main focus on glaucoma as an emerging translational model, while underscoring the methodological and translational gaps that currently hinder their validation and routine clinical adoption. Physiology, spectral metrics, and complexity-based analyses are integrated to lay the foundations of a coherent framework.

Verified
Journal Article
Open access
Artūrs ZemītisArtūrs Zemītis
Artūrs Zemītis
JVJuris Vanags
Juris Vanags
KKKristaps Klavins
Kristaps Klavins
GLGuna Laganovska
Guna Laganovska
Purpose: To investigate the role of the kynurenine pathway (KP) in ocular diseases by evaluating the activity of key enzymes—kynurenine aminotransferase (KAT) and kynurenine monooxygenase (KMO)—and the 3-hydroxykynurenine to kynurenic acid (3-HK/KYNA) ratio in relation to cataract severity, diabetes, glaucoma, and pseudoexfoliation syndrome (PEXS). Methods: Tryptophan metabolite levels were measured in patients undergoing cataract surgery and stratified by SPONCS grading and comorbid conditions. KAT and KMO activities were estimated using metabolite ratios (KYNA/KYN and 3-HK/KYN, respectively). Statistical analyses included Kruskal–Wallis tests with post hoc comparisons and Mann–Whitney U tests. Results: KAT activity declined significantly with increasing SPONCS grade (p = 0.014), suggesting a progressive loss of KYNA production and antioxidative capacity in advanced cataracts. Diabetic patients exhibited higher KMO activity (p = 0.039) and elevated 3-HK/KYNA ratios (p = 0.013), indicating a metabolic shift toward oxidative stress and neurotoxicity. Similarly, glaucoma patients had significantly increased KMO activity (p = 0.032), consistent with enhanced 3-HK-mediated retinal ganglion cell damage. In contrast, PEXS showed no significant alterations in KP markers. Conclusions: The kynurenine pathway is differentially modulated in ocular diseases. A decline in KAT activity correlates with cataract severity, while upregulation of KMO is prominent in diabetes and glaucoma, revealing disease-specific metabolic dysregulation. Targeting KMO to reduce toxic metabolite accumulation or enhancing KYNA synthesis may offer novel therapeutic avenues. These findings also support the potential of KP metabolites as biomarkers for disease monitoring and progression.

6 February 2025 in bioRxiv
Verified
Preprint
Open access
PDF file
VRVincenzo Rizzuto
Vincenzo Rizzuto
RMRoberto Montanari
Roberto Montanari
Luca MesinLuca Mesin
Luca Mesin
MBM. H. Bortolozzo-Gleich
M. H. Bortolozzo-Gleich
Marco LaurinoMarco Laurino
Marco Laurino
AGAngelo Gemignani
Angelo Gemignani
The human diving reflex is an innate cardiorespiratory adjustment triggered during apnea that concurrently activates both sympathetic and parasympathetic branches of the autonomic nervous system to maintain physiological stability under stress. Although pupil dilation and constriction are antagonistically regulated by these branches, the effect of the diving reflex on pupil diameter oscillations, known as hippus, remains unexplored. Here, we compared hippus in healthy participants during breathing or apnea either with (Wet) or without (Dry) facial immersion in cold water. In both apneic conditions, hippus exhibited reduced power in the low-frequency band (< 0.25 Hz). Notably, during Wet apnea, we observed a reallocation of power towards higher frequencies (> 0.25 Hz) and increased entropy of fluctuations, indicating a shift in autonomic balance and greater signal complexity during the diving reflex. This pilot study highlights pupil dynamics as a sensitive and non-invasive probe of autonomic adjustments underlying the human diving reflex.