Ana Karoline Almeida da Silva’s research while affiliated with University of Brasília and other places

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Publications (5)


Figure 2. Bibliometric analysis showing the evolution of publications on the use of rubber in biomedicine, particularly in wound healing. The research, conducted on 20 October 2024, collected 225 results from PubMed, 359 from SCOPUS, and 151 from Embase, using keywords such as "Rubber", "Hevea", "Biomedical Research" and "Wound Healing". A significant increase in publications was observed starting in 2017, with a peak in 2021, indicating a growing interest from the scientific community in the biomedical applications of rubber. Source: the authors, 2024.
Figure 3. A flowchart of the methodology for extraction and characterization of the F1 protein fraction from latex, including selection of latex, initial tests, serum extraction, double centrifugation, dialysis for protein precipitation, storage, yield calculation, fractionation, and final characterization. Source: the authors, 2024.
Figure 4. (a) Distinct fractions of raw latex after centrifugation, showing the separation into three layers: rubber (upper), serum (intermediate), and lutoids (lower); (b) visual appearance of the phases of natural latex (A) and pre-vulcanized latex (B) after centrifugation. Source: the authors, 2024.
Figure 5. Analytical curve of the first Bradford assay used to calculate protein concentrations in serum, illustrating the relationship between absorbance and protein concentration. This curve was constructed using standard solutions of Bovine Serum Albumin (BSA) at concentrations ranging from 0.01 to 0.2 mg/mL. Each standard solution was mixed with the Bradford reagent, and absorbance was measured at 595 nm. Absorbance values were plotted against known concentrations to generate the standard curve. A linear regression analysis was performed to derive the equation of the line, which allows the determination of protein concentrations in unknown samples by interpolating their absorbance values. Source: the authors, 2024.
Figure 7. Bradford assay for determining protein concentration in the third serum batch and fractions obtained from Fractionations 5 to 9. Source: Authors, 2024.

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Extraction and Purification of the FrHb1 Fraction from Commercial Natural Latex of Hevea brasiliensis for Biomedical Applications
  • Article
  • Full-text available

January 2025

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33 Reads

Ana Karoline Almeida da Silva

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Gustavo Adolfo Marcelino de Almeida Nunes

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Suelia de Siqueira Rodrigues Fleury Rosa

Biomaterials interact with biological systems, influencing their responses. Different types of polymers—both natural and synthetic—are widely used in biomedical engineering, among a plethora of healthcare applications, to promote tissue regeneration. The natural rubber latex extracted from Hevea brasiliensis is a biopolymer that whose biocompatibility makes it a valuable study object. Its great regenerative properties are largely associated with the fraction FrHB1, which has demonstrated angiogenic and wound-healing potential by inducing blood vessel formation, collagen synthesis, and fibroblast migration—crucial factors for tissue repair. This study aimed to develop scalable methods for extracting and purifying the F1 protein fraction from industrialized natural latex for biomedical applications. We tested two types of industrial latex, bi-centrifuged and pre-vulcanized latex as well as 60% centrifuged natural latex to determine the most effective composition used in subsequent extractions and fractionation steps. Then, we isolated FrHB1 from the pre-vulcanized latex using selective precipitation, ultrafiltration, and affinity chromatography. The yield of the first batch of this serum was 40.62% with protein concentration of 1.52 ± 0.06 mg/mL. The second batch had a yield of 49.74%; however, due to results lying outside the analytical curve, its protein concentration could not be calculated. The yield of the third batch was 57.19%, and its protein concentration was 1.8477 ± 0.033 mg/mL. This approach facilitates large-scale therapeutic applications utilizing a commercially viable and accessible resource. Moreover, these findings highlight industrialized natural latex as a sustainable source of bioactive molecules, contributing to advancements in regenerative medicine and tissue engineering.

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Particle swarm optimization solution for roll-off control in radiofrequency ablation of liver tumors: Optimal search for PID controller tuning

June 2024

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72 Reads

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2 Citations

The study investigates the efficacy of a bioinspired Particle Swarm Optimization (PSO) approach for PID controller tuning in Radiofrequency Ablation (RFA) for liver tumors. Ex-vivo experiments were conducted, yielding a 9th order continuous-time transfer function. PSO was applied to optimize PID parameters, achieving outstanding simulation results: 0.605% overshoot, 0.314 seconds rise time, and 2.87 seconds settling time for a unit step input. Statistical analysis of 19 simulations revealed PID gains: Kp (mean: 5.86, variance: 4.22, standard deviation: 2.05), Ki (mean: 9.89, variance: 0.048, standard deviation: 0.22), Kd (mean: 0.57, variance: 0.021, standard deviation: 0.14) and ANOVA analysis for the 19 experiments yielded a p-value ≪ 0.05. The bioinspired PSO-based PID controller demonstrated remarkable potential in mitigating roll-off effects during RFA, reducing the risk of incomplete tumor ablation. These findings have significant implications for improving clinical outcomes in hepatocellular carcinoma management, including reduced recurrence rates and minimized collateral damage. The PSO-based PID tuning strategy offers a practical solution to enhance RFA effectiveness, contributing to the advancement of radiofrequency ablation techniques.


FIGURE 2 Methodological model of Translational Health Research (THR) applied to the VESTA ® facial respirator, demonstrating the Phases or Time (T) and their respective Actions. Phases T (0) to T (4) represent the R&D ecosystem in health necessary to transform basic and/or applied research into a marketable product. Adapted from Khoury et al. (2010). For the VESTA ® device.
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Translational pathway of a novel PFF2 respirator with chitosan nanotechnology: from the concept to the practical applications

April 2024

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48 Reads

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1 Citation

Frontiers in Nanotechnology

Introduction Translational Health Research (THR) is a tool aimed at assisting in the transformation of basic and/or applied scientific research into a health technology ready for commercialization. The aim of this study is to present the translational pathway in wich our research group developed a Personal Protective Equipment (PPE) called VESTA ® Facial Respirator with chitosan nanotechnology for protection against viruses, bacteria, and fungi. The aim of this study is to present the process of THR applied to a health technology research. Methods The theoretical-methodological process of THR was applied to the Research and Development (R&D) of the respirator. This method is characterized by subsequent phases, as follow: T (0)—Concept, T (1) Pre-Clinical, T (2) Clinical, T (3) Industrial Scale Production, and T (4) Characterized by subsequent phases, as follow: Technological Evaluation. Results Applying the THR process in the development and production of the Particulate Filtering Facepiece class 2 (PFF2) respirator with chitosan nanotechnology, University of Brasilia was able to transform the research idea into a respirator approved by the National Regulatory Agency for industrial-scale production within 24 months. The THR process is not a linear action; this flexibility allows essential activities for transforming research into a marketable product. Discussion The integration among various stakeholders right from the genesis of research is a driving force for the effective utilization of results. The maturity of the country’s industrial sector is crucial for converting university research into a marketable product, and governments need to prioritize these products in healthcare system incorporations. The academic culture of scientific research needs to intensify the technological transfer phase of its inventions. Conclusion: In less than 24 months, the University of Brasilia translated research on a new PPE into the market by applying the THR method.


Effects of vaccine registration on disease prophylaxis: a systematic review

December 2022

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2,613 Reads

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2 Citations

BioMedical Engineering OnLine

Background The impact of the pandemic caused by the coronavirus (SARS-CoV-2), causing the disease COVID-19, has brought losses to the world in terms of deaths, economic and health problems. The expected return of the public to activities adapted to the new health situation led to discussions about the use of vaccination and its effects. However, the demand for proof of vaccination showed how inconsistent, unregistered, and uncontrolled this health process is with current technologies. Despite the proven effectiveness of vaccines in reducing infection rates, mortality, and morbidity, there are still doubts about their use in preventing certain infections and injuries, as well as the use of digital medical records for identification at public events and disease prevention. Therefore, this review aims to analyze the use of digital immunization cards in disease prevention in general. Methods A systematic review of Science, PubMed/MEDLINE, LILACS /BSV, CINALH, and IEEE and Xplore was performed using PRISMA guidelines. The authors summarized the studies conducted over the last decade on the impacts of prophylaxis by control through immunization cards. Studies were selected using the following terms: Vaccination; Mobile Applications; Health Smarts Cards; Immunization Programs; Vaccination Coverage. For data analysis, we used Mendeley, Excel, RStudio, and Bibliometrix software among others. Results A total of 1828 publications were found. After applying eligibility criteria (Articles published in Portuguese, Spanish or English in the last 10 years). Studies that only dealt with paper or physical records were excluded, as well as studies that were not linked to their country’s health Department, as a possibility of bias exists with these types of information). After removing duplicates and applying filters 1 and 2, we included 18 studies in this review. This resulted in 18 papers that met our priori inclusion criteria; it was found that the most relevant sources were from the databases of the Institute of Electrical and Electronics Engineers (IEEE). Conclusions Considering the selected studies, we found that scientific evidence and epidemiological surveillance are essential tools to characterize the efficiency and effectiveness of immunization passport protection intervention and to ethically justify them. Technological development of digital vaccine passports can assist in vaccination programs and positively impact disease prophylaxis.

Citations (1)


... The state-space block highlighted in Figure 3 contains all the matrices described in Equations (14)- (16), emphasizing the state matrix, which is composed of the circuit variables R 1 , R 2 , L, and C. In this work, we used performance indices based on the error integral criteria. We employed the integral of the squared error (ISE, Equation (20)) and the integral of the time-weighted squared error (ISTE, Equation (21)) [27][28][29]. ...

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Development of Mathematical Model for Understanding Microcirculation in Diabetic Foot Ulcers Based on Ankle–Brachial Index
Particle swarm optimization solution for roll-off control in radiofrequency ablation of liver tumors: Optimal search for PID controller tuning