Multimodal diagnostics for keratoconus and ectatic corneal diseases: a paradigm shift.
Renato AmbrósioMarcella Q SalomãoLorena BarrosJoão Batista R da Fonseca FilhoJaime GuedesAlexandre NetoAydano P MachadoBernardo T LopesNelson SenaLouise Pellegrino Gomes EsporcattePublished in: Eye and vision (London, England) (2023)
Different diagnostic approaches for ectatic corneal diseases (ECD) include screening, diagnosis confirmation, classification of the ECD type, severity staging, prognostic evaluation, and clinical follow-up. The comprehensive assessment must start with a directed clinical history. However, multimodal imaging tools, including Placido-disk topography, Scheimpflug three-dimensional (3D) tomography, corneal biomechanical evaluations, and layered (or segmental) tomography with epithelial thickness by optical coherence tomography (OCT), or digital very high-frequency ultrasound (dVHF-US) serve as fundamental complementary exams for measuring different characteristics of the cornea. Also, ocular wavefront analysis, axial length measurements, corneal specular or confocal microscopy, and genetic or molecular biology tests are relevant for clinical decisions. Artificial intelligence enhances interpretation and enables combining such a plethora of data, boosting accuracy and facilitating clinical decisions. The applications of diagnostic information for individualized treatments became relevant concerning the therapeutic refractive procedures that emerged as alternatives to keratoplasty. The first paradigm shift concerns the surgical management of patients with ECD with different techniques, such as crosslinking and intrastromal corneal ring segments. A second paradigm shift involved the quest for identifying patients at higher risk of progressive iatrogenic ectasia after elective refractive corrections on the cornea. Beyond augmenting the sensitivity to detect very mild (subclinical or fruste) forms of ECD, ectasia risk assessment evolved to characterize the inherent susceptibility for ectasia development and progression. Furthermore, ectasia risk is also related to environmental factors, including eye rubbing and the relational impact of the surgical procedure on the cornea.
Keyphrases
- optical coherence tomography
- artificial intelligence
- high frequency
- risk assessment
- machine learning
- wound healing
- cataract surgery
- diabetic retinopathy
- big data
- magnetic resonance imaging
- healthcare
- transcranial magnetic stimulation
- patients undergoing
- multiple sclerosis
- gene expression
- computed tomography
- gold nanoparticles
- copy number
- mass spectrometry
- photodynamic therapy
- data analysis
- highly efficient