1. Introduction
Cyclosporin A (CyA) is a cyclic undecapeptide widely used as an immunosuppressive agent in ophthalmology, particularly in the treatment of dry eye disease and inflammatory ocular conditions. In recent years, CyA has also emerged as an important model compound in advanced ocular drug-delivery systems, including hydrogel-based contact lenses designed for sustained drug release [
1,
2,
3,
4,
5]. In this context, biopolymer- and hydrogel-based ocular drug-delivery systems provide particularly relevant matrices, as their hydrated polymeric structure may influence drug solvation, retention, and release behavior [
6].
Despite its clinical relevance, the physicochemical behavior of CyA in aqueous environments remains analytically challenging. Due to its hydrophobic character and macrocyclic structure, CyA exhibits limited aqueous solubility together with a complex conformational landscape [
7,
8,
9,
10]. A network of intramolecular hydrogen bonds stabilizes its structure, while interactions with the surrounding solvent significantly influence its conformational ensemble [
7,
8,
9,
10,
11].
UV–Vis spectrophotometry is commonly employed for the quantitative determination of CyA, typically using wavelengths around 210–214 nm corresponding to peptide π→π* transitions [
12,
13]. However, peptide chromophores exhibit broad and overlapping absorption bands that are highly sensitive to solvation, hydrogen bonding, and conformational state. Accordingly, the assumption of a constant molar absorptivity at a fixed wavelength may not be valid when calibration standards and analytical samples differ in their physicochemical environment, potentially introducing systematic errors into UV-based quantification.
Recent studies have demonstrated that CyA displays pronounced conformational flexibility and environment-dependent behavior, including solvent-induced reorganization and cis/trans isomerization of amide bonds [
7,
8,
9,
10,
11]. However, the influence of pH on its UV spectral response and the resulting implications for analytical quantification have not been, to the best of our knowledge, systematically investigated.
This represents a critical gap, particularly in the context of aqueous drug-delivery systems. In hydrogel-based formulations, such as therapeutic contact lenses, the local microenvironment may differ significantly from bulk solution conditions due to polymer–drug interactions, hydration gradients, and spatial pH variations.
For ocular applications, the physicochemical characteristics of the analytical medium are not merely technical variables. Among these, pH represents one of the most relevant formulation parameters. Commercial cyclosporine ophthalmic products are designed for topical administration to the ocular surface. For example, RESTASIS
® (cyclosporine ophthalmic emulsion 0.05%) is indicated to increase tear production in patients with inflammation-associated suppression of lacrimal secretion in keratoconjunctivitis sicca. Its formulation is reported to have a pH of 6.5–8.0 [
14]. Other commercially available ophthalmic cyclosporin A formulations further illustrate the diversity of formulation approaches. CEQUA
® is available as a nanomicellar aqueous solution, whereas Ikervis
® is formulated as a cationic emulsion designed to prolong ocular surface residence time.
This pH interval provides a clinically and formulation-relevant reference range for interpreting the analytical behavior of cyclosporin A under near-neutral conditions. Accordingly, UV-based measurements performed in this pH region are directly relevant to ocular formulation development and to in vitro release studies conducted in artificial lacrimal or buffer-based media.
Therefore, this study aimed to evaluate the pH-dependent analytical spectral response of cyclosporin A with particular emphasis on its implications for UV-based quantification in ophthalmic drug-delivery research. Rather than assuming that the UV spectrum of CyA represents an invariant analytical fingerprint, we investigated whether changes in pH modify its analytical spectral response, including the apparent absorption maximum, band profile, and wavelength-dependent absorbance in aqueous media.
Based on these considerations, we hypothesized that pH-dependent changes in the analytical spectral response of CyA may introduce systematic quantification bias when calibration standards and analytical samples differ in their physicochemical environment.
2. Materials and Methods
2.1. Preparation of CyA Solutions
Cyclosporin A (TCI, Europe) solutions were prepared at a concentration of 20 µg/mL, corresponding to approximately 16.6 µM. For each pH condition, three CyA solutions were prepared independently by adding CyA separately to the corresponding buffer medium, resulting in three independent experimental replicates. The CyA stock solution was maintained at 4 °C in a thermoshaker until immediately before addition to the buffer. All analytical solutions remained visually clear throughout sample preparation and measurement, with no visible precipitation or turbidity. This experimental design was adopted to eliminate the influence of organic solvents and to evaluate the analytical UV response of CyA exclusively in buffered aqueous media.
The citrate–phosphate buffer components were maintained at room temperature. After addition of CyA to the corresponding buffer directly in a quartz cuvette, the solution was mixed and the spectrum was recorded immediately, followed by two additional recordings at approximately 30 s intervals. No changes in either the position or the shape of the absorption band were observed during this period; therefore, the final spectrum was used for subsequent analysis.
The possible contribution of aggregation or self-association to the observed analytical spectral response was not investigated in the present study.
A citrate–phosphate buffer system was used to obtain the pH range 3.28–9.10. The pH of the solutions was controlled by adjusting the relative volumes of the two buffer components. All buffers were prepared to a final volume of 25 mL by mixing the volumes of 0.1 M Na
2HPO
4 and 0.1 M citric acid specified in
Table 1. The composition of the buffer solutions is summarized in
Table 1.
The investigated pH series included several points in the near-neutral interval (pH 6.60, 6.75, 6.99, 7.37, 7.70, and 7.99), enabling targeted interpretation of the spectral response within a range relevant to ophthalmic formulation and release media.
2.2. UV–Vis Spectroscopy
UV spectra were recorded in the 190–800 nm range using quartz cuvettes. For detailed analysis, the spectral range of 200 to 300 nm was selected to cover the far-UV region, where absorption bands associated with peptide amide chromophores are expected [
12,
13].
For each pH condition, UV spectra were recorded for three independently prepared replicate solutions. Mean spectra were subsequently used for descriptive spectral analysis, whereas all statistical analyses were performed using individual replicate measurements.
Baseline correction was applied to eliminate solvent contributions. For descriptive visualization, spectra were evaluated in both raw and normalized forms to facilitate comparison of band shape. Statistical analyses and chemometric calculations were performed using baseline-corrected spectra without normalization unless stated otherwise.
The experimental conditions are summarized in
Table 2.
2.3. Analytical Evaluation
The analytical response of CyA was evaluated using absorbance values measured at two commonly employed analytical wavelengths (206 and 234 nm). Apparent relative deviation was subsequently calculated to estimate the potential bias that would arise if calibration established under one set of conditions were applied to samples measured under different buffer conditions.
The apparent relative deviation was calculated according to:
where
is the absorbance measured at the selected analytical wavelength and
is the absorbance used as the reference signal under matched experimental conditions. These values should be interpreted as apparent analytical quantification bias rather than full method-validation errors. This approach enabled quantification of the analytical bias associated with wavelength selection.
The objective of this analysis was not to validate a universal quantitative method but to evaluate the transferability of UV-based analytical response across buffered media differing in physicochemical composition.
2.4. Statistical Analysis
Statistical analyses were performed using three independently prepared replicate solutions for each pH condition (). Descriptive data are presented as mean ± standard deviation (SD). Spectral descriptors were calculated separately for each replicate and included the apparent absorption maximum (), absorbance at absorbance at 206, 224, and 234 nm, integrated spectral area over 200–260 nm, and spectral centroid.
Differences among pH conditions were evaluated using one-way analysis of variance (ANOVA). Homogeneity of variance was assessed using Levene’s test based on the median. Tukey’s honestly significant difference (HSD) test was used for multiplicity-adjusted pairwise comparisons. Because only three independent observations were available for each pH condition, group-wise normality tests were not considered sufficiently informative. Kruskal–Wallis tests were therefore additionally performed as non-parametric sensitivity analyses.
The apparent values were recorded at discrete 2 nm intervals and frequently showed no within-group variability. Consequently, was analyzed using the Kruskal–Wallis test, followed by pairwise Mann–Whitney U tests with Holm adjustment for multiple comparisons. Effect sizes were reported as eta-squared (η2) and omega-squared (ω2) for ANOVA and epsilon-squared (ε2) for Kruskal–Wallis tests. Statistical significance was defined as p < 0.05.
All analyses were performed using Python 3.13.5 with SciPy and statsmodels.
2.5. Chemometric Analysis
2.5.1. Principal Component Analysis (PCA)
Principal component analysis (PCA) was applied as an exploratory multivariate technique to evaluate and visualize differences in the analytical spectral response of CyA across the investigated buffered media [
15]. The analysis was performed using individual UV spectra acquired from three independently prepared replicate solutions for each pH condition. The data matrix comprised 42 individual spectra and absorbance variables spanning the 200–260 nm wavelength region. Prior to PCA, spectra were baseline-corrected and mean-centered without additional scaling, thereby preserving the relative contribution of wavelength regions exhibiting the greatest analytical variance. No spectral normalization was applied.
The number of principal components retained for interpretation was determined from the cumulative explained variance and inspection of score and loading plots. Score plots were subsequently used to visualize clustering of spectra according to pH, whereas loading plots were examined to identify wavelength regions contributing most strongly to the observed spectral variation.
Multivariate differences among pH groups were additionally evaluated using permutational multivariate analysis of variance (PERMANOVA), whereas homogeneity of multivariate dispersion was assessed using PERMDISP.
2.5.2. Spectral Deconvolution
The absorption band (200–260 nm) was fitted using a two-component Gaussian model. Nonlinear least-squares fitting was applied to determine peak position, width, and relative contribution.
Goodness of fit was evaluated using residual analysis and the coefficient of determination (). Gaussian deconvolution was applied as a mathematical tool to describe the evolution of overlapping spectral components. The resulting component bands were interpreted as phenomenological mathematical descriptors of the experimental spectra and were not assigned to individual electronic transitions or specific molecular conformations.
4. Discussion
4.1. Structural Interpretation of the pH-Dependent Analytical Spectral Response
The present study demonstrates that the analytical UV response of cyclosporin A is highly sensitive to the physicochemical properties of the surrounding buffered medium. This conclusion is supported by the progressive hypsochromic shift in the apparent absorption maximum, coordinated changes across the absorption envelope, large effect sizes for all evaluated spectral descriptors, and the ordered distribution of spectra revealed by PCA. These observations indicate that the UV spectral response of CyA cannot be regarded as spectroscopically invariant across the investigated buffered conditions.
The observed spectral behavior can be interpreted in the context of the well-established conformational plasticity of cyclosporins (
Figure 4). CyA is recognized as a highly flexible cyclic undecapeptide that exists as an ensemble of rapidly interconverting conformations stabilized by intramolecular hydrogen bonds (IMHBs). Rather than representing a single rigid molecular structure, CyA redistributes between conformational states depending on its physicochemical environment, including solvent polarity, hydration and intermolecular interactions [
7,
8,
9,
10].
Among the available structural studies, the work of Hyung et al. [
7] provides particularly relevant evidence that cyclosporins can retain distinct IMHB-stabilized conformational families that are experimentally distinguishable. Complementary studies by Lee et al. [
9] demonstrated that relatively subtle modifications of the cyclosporin scaffold can alter its chameleonic behavior through changes in intramolecular hydrogen-bond organization, whereas the comprehensive analysis by Corbett et al. [
10] highlights the importance of conformational adaptability for the physicochemical behavior and permeability of this class of compounds. More recently, Mácha et al. [
11] further illustrated the sensitivity of CyA-derived species to changes in their stabilization environment.
These studies provide a structurally plausible framework for interpreting the spectral behavior observed in the present work. The progressive changes in the UV absorption profile are consistent with redistribution of conformational populations accompanied by modification of the local electronic environment of the peptide chromophores. Accordingly, the measured UV spectrum may represent an ensemble-averaged analytical response arising from multiple coexisting molecular states rather than from a single invariant conformation. PCA and Gaussian deconvolution independently showed that the spectral variability involved coordinated modification of the absorption envelope rather than an isolated change at a single wavelength. These analyses do not directly identify individual conformers but are consistent with the environment-dependent spectral response described here.
4.2. Implications for UV-Based Quantification of Cyclosporin A
The analytical consequences of the observed spectral variability extend beyond the displacement of the apparent absorption maximum. Quantitative analysis demonstrated statistically significant differences across the investigated buffered media for all evaluated spectral descriptors, with consistently large effect sizes. Significant spectral differences were also evident within the near-neutral pH interval relevant to ophthalmic formulations and in vitro release media (
Figure 5).
These findings indicate that the analytical UV response of CyA depends on the physicochemical environment in which the measurement is performed. Consequently, absorbance measured at a fixed wavelength cannot be assumed to reflect analyte concentration alone when calibration standards and analytical samples differ in buffered medium composition.
This consideration is particularly relevant to UV-based quantification during formulation development, drug-loading experiments, and in vitro release studies. In such applications, calibration standards may be prepared in a medium different from that of the analytical samples, which may consist of buffered release media, artificial lacrimal fluid, or polymer extracts. Under these conditions, differences in analytical spectral response may introduce systematic bias even when the CyA concentration remains unchanged.
The magnitude of the observed spectral variability further emphasizes its analytical relevance. Apparent wavelength-dependent deviations approached 90% under the investigated experimental conditions (
Figure 5), whereas measurable differences were also observed within the formulation-relevant near-neutral pH range. Representative changes in apparent
, absorbance, and band position are summarized in
Table 5. These findings support the use of matrix-matched calibration whenever possible and careful control of experimental conditions during UV quantification. Where matrix matching cannot be achieved, complementary analytical techniques may provide additional confidence in the quantitative results.
4.3. Pharmaceutical Implications for Ocular Drug-Delivery Studies
The analytical observations reported here are directly relevant to the development and evaluation of ocular drug-delivery systems containing cyclosporin A. UV spectroscopy is commonly used to determine drug loading, release kinetics, and residual drug content because of its simplicity, accessibility, and relatively low operational cost [
2,
3]. The present results demonstrate that the analytical response of CyA depends on the physicochemical characteristics of the surrounding buffered medium and should therefore be considered when quantitative comparisons are made between different experimental systems.
This consideration is particularly important for hydrogel- and contact lens-based delivery platforms, where CyA may be quantified in buffered release media, artificial lacrimal fluid or polymer extracts. Although these media generally operate within a relatively narrow near-neutral pH range, the present study demonstrates that statistically significant spectral variability persists under these formulation-relevant conditions. Consequently, calibration performed in one analytical medium may not be directly transferable to measurements carried out in another medium differing in buffering composition or physicochemical environment.
From a pharmaceutical perspective, part of the variability attributed to differences in loading efficiency or release kinetics may originate from changes in the analytical response itself. Matrix-matched calibration and appropriate selection of calibration conditions may therefore improve the reliability and comparability of quantitative studies involving different formulations, biomaterials, and release protocols.
5. Conclusions
The present study demonstrates that the analytical UV spectral response of cyclosporin A is strongly influenced by the surrounding buffered aqueous environment. Progressive changes in the apparent absorption maximum, absorption envelope and absorbance intensity were consistently observed across the investigated pH range and remained detectable within the near-neutral conditions relevant to ophthalmic formulations and in vitro drug-release studies.
Comprehensive univariate and multivariate statistical analyses confirmed that these spectral changes are systematic rather than incidental. The combined evidence obtained from effect size analysis, principal component analysis and spectral deconvolution indicates that the observed variability involves coordinated modification of the entire UV absorption profile rather than isolated changes at a single wavelength.
From an analytical perspective, these findings demonstrate that UV-based quantification of cyclosporin A cannot assume spectroscopic invariance across different buffered media. Consequently, calibration conditions should be carefully matched to the analytical matrix, particularly in pharmaceutical studies involving drug loading, release experiments and biomaterial-based ocular drug-delivery systems.
The present work establishes an analytical framework for the quantitative determination of cyclosporin A in buffered aqueous media. Recognition of the environment-dependent nature of its UV response provides a practical basis for improving the robustness, reliability and comparability of analytical protocols used in pharmaceutical formulation and ocular drug-delivery research.