Fourier Transform Infrared Spectroscopic Characterization of Aortic Wall Remodeling by Stable Gastric Pentadecapeptide BPC 157 After Unilateral Adrenalectomy in Rats
Abstract
1. Introduction
2. Results
2.1. Principal Component Analysis (PCA) and Support Vector Machine Discriminant Analysis (SVMDA) Reveal Separation of Aortic Spectra
2.2. Enhanced Amide I and II Bands in BPC 157-Treated Aortas
2.3. Collagen, Proteoglycan, and Glycosaminoglycan (GAG)-Associated Bands
2.4. Lipid-Related Bands and Membrane Preservation
3. Discussion
4. Materials and Methods
4.1. Animals
4.2. Drugs
4.3. Animal Model and Experimental Design
4.4. Aortic Sampling for FTIR Spectroscopy
4.5. FTIR Spectral Acquisition and Preprocessing
4.6. Multivariate and Univariate Spectral Analysis
4.7. Band Assignments
4.8. Summary of Leading FTIR Bands and Their Biological Meaning
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
References
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| Classification Report/Per-Class Metrics (CV) | ||||||||
| Class | TPR | FPR | TNR | FNR | N | Err | P | F1 |
| Non treated 15 min | 0.83871 | 0.01282 | 0.98718 | 0.16129 | 31 | 0.03743 | 0.92857 | 0.88136 |
| Treated 15 min | 0.90323 | 0.00000 | 1.00000 | 0.09677 | 31 | 0.01604 | 1.00000 | 0.94915 |
| Non treated 5 h | 0.93939 | 0.02597 | 0.97403 | 0.06061 | 33 | 0.03209 | 0.88571 | 0.91176 |
| Treated 5 h | 0.96774 | 0.01923 | 0.98077 | 0.03226 | 31 | 0.02139 | 0.90909 | 0.93750 |
| Non treated 24 h | 0.96774 | 0.03205 | 0.96795 | 0.03226 | 31 | 0.03209 | 0.85714 | 0.90909 |
| Treated 24 h | 0.76667 | 0.03185 | 0.96815 | 0.23333 | 30 | 0.06417 | 0.82143 | 0.79310 |
| Confusion Matrix (CV) | ||||||||
| Predicted/Actual | Class 1 | Class 2 | Class 3 | Class 4 | Class 5 | Class 6 | ||
| Non treated 15 min | 26 | 1 | 0 | 0 | 0 | 1 | ||
| Treated 15 min | 0 | 28 | 0 | 0 | 0 | 0 | ||
| Non treated 5 h | 1 | 1 | 31 | 0 | 0 | 2 | ||
| Treated 5 h | 0 | 0 | 2 | 30 | 0 | 1 | ||
| Non treated 24 h | 2 | 0 | 0 | 0 | 30 | 3 | ||
| Treated 24 h | 2 | 1 | 0 | 1 | 1 | 23 | ||
| Predicted as Unassigned | 0 | 0 | 0 | 0 | 0 | 0 | ||
| Wavenumber (cm−1) | Assignment | References |
|---|---|---|
| ~1660 | Amide I—C=O stretching; dominated by type I collagen and elastin | [48,51,53,56] |
| ~1654–1655 | Collagen- and elastin-specific Amide I components in aortic and valvular tissues | [51,55,56] |
| ~1640 | Amide I contribution from proteoglycans | [48,55] |
| ~1540–1545 | Amide II—C–N stretching and N–H bending; strong proteoglycan contribution | [48,55] |
| ~1450–1456 | CH2 bending vibrations characteristic of type I collagen | [48,54] |
| ~1204 | Amide III—CH2 wagging from collagen backbone and proline side chains | [48] |
| 1170–1102 and 955–926 | GAG-related bands: sulfate, carbohydrate and aggrecan-associated modes | [48,57] |
| ~2920 and ~2850 | Asymmetric and symmetric CH stretching (CH2/CH3) of saturated fatty acids; lipid content and ordering | [1,47,61] |
| Wavenumber (cm−1) | Band/Assignment | Change with BPC 157 |
|---|---|---|
| ~1660 | Amide I (collagen, elastin) | Increased intensity, consistent with enhanced collagen–elastin–associated spectral contribution |
| ~1540–1545 | Amide II (proteins, proteoglycans) | Increased intensity, consistent with enhanced protein content and proteoglycan integrity |
| ~1450–1456 | CH2 bending (type I collagen) | Increased intensity at 15 min; suggests a strengthened collagen network |
| ~1204 | Amide III/CH2 wagging | Significant change at 5 h; suggests ongoing collagen-related conformational changes |
| 1170–1102 | GAG-related sulfate/carbohydrate modes | Higher intensity in treated aortas is consistent with preserved or restored GAG-associated spectral signatures |
| 955–926 | GAG- and aggrecan-associated modes | Increased intensity, supportive of barrier and hydration properties of ECM |
| 2920, 2850 | CH stretching in lipid acyl chains | Altered intensities compatible with reduced lipid oxidative modification related features and membrane preservation |
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Smoday, I.M.; Vukovic, V.; Oroz, K.; Vranes, H.; Kalogjera, L.; Gamulin, O.; Vlainic, J.; Milavic, M.; Sikiric, S.; Nikolac Gabaj, N.; et al. Fourier Transform Infrared Spectroscopic Characterization of Aortic Wall Remodeling by Stable Gastric Pentadecapeptide BPC 157 After Unilateral Adrenalectomy in Rats. Pharmaceuticals 2026, 19, 191. https://doi.org/10.3390/ph19010191
Smoday IM, Vukovic V, Oroz K, Vranes H, Kalogjera L, Gamulin O, Vlainic J, Milavic M, Sikiric S, Nikolac Gabaj N, et al. Fourier Transform Infrared Spectroscopic Characterization of Aortic Wall Remodeling by Stable Gastric Pentadecapeptide BPC 157 After Unilateral Adrenalectomy in Rats. Pharmaceuticals. 2026; 19(1):191. https://doi.org/10.3390/ph19010191
Chicago/Turabian StyleSmoday, Ivan Maria, Vlasta Vukovic, Katarina Oroz, Hrvoje Vranes, Luka Kalogjera, Ozren Gamulin, Josipa Vlainic, Marija Milavic, Suncana Sikiric, Nora Nikolac Gabaj, and et al. 2026. "Fourier Transform Infrared Spectroscopic Characterization of Aortic Wall Remodeling by Stable Gastric Pentadecapeptide BPC 157 After Unilateral Adrenalectomy in Rats" Pharmaceuticals 19, no. 1: 191. https://doi.org/10.3390/ph19010191
APA StyleSmoday, I. M., Vukovic, V., Oroz, K., Vranes, H., Kalogjera, L., Gamulin, O., Vlainic, J., Milavic, M., Sikiric, S., Nikolac Gabaj, N., Marijancevic, D., Koprivanac, A., Beketic Oreskovic, L., Oreskovic, I., Strbe, S., Barisic, I., Kordic, M., Tvrdeic, A., Seiwerth, S., ... Skrtic, A. (2026). Fourier Transform Infrared Spectroscopic Characterization of Aortic Wall Remodeling by Stable Gastric Pentadecapeptide BPC 157 After Unilateral Adrenalectomy in Rats. Pharmaceuticals, 19(1), 191. https://doi.org/10.3390/ph19010191

