Artificial neural network-based modeling of Malachite green adsorption onto baru fruit endocarp: insights into equilibrium, kinetic, and thermodynamic behavior.

In this study, artificial neural network (ANN) tools were employed to forecast the adsorption capacity of Malachite green (MG) by baru fruit endocarp waste (B@FE) under diverse conditions, including pH, adsorbent dosage, initial dye concentration, contact time, and temperature. Enhanced adsorption efficiency was notably observed under alkaline pH conditions (pH 10). Kinetic analysis indicated that the adsorption process closely followed a pseudo-second-order model, while equilibrium studies revealed the Langmuir isotherm as the most suitable model, estimating a maximum adsorption capacity of 57.85 mg g-1. Furthermore, the chemical adsorption of MG by B@FE was confirmed using the Dubinin-Radushkevich isotherm. Thermodynamic analysis suggested that the adsorption is spontaneous and endothermic. Various ANN architectures were explored, employing different activation functions such as identity, logistic, tanh, and exponential. Based on evaluation metrics like the coefficient of determination (R2) and root mean square error (RMSE), the optimal network configuration was identified as a 5-11-1 architecture, consisting of five input neurons, eleven hidden neurons, and one output neuron. Notably, the logistic activation function was applied in both the hidden and output layers for this configuration. This study highlights the efficacy of B@FE as an efficient adsorbent for MG removal from aqueous solutions and demonstrates the potential of ANN models in predicting adsorption behavior across varying environmental conditions, emphasizing their utility in this field.

The innovative aspect of this study lies in the utilization of a new and effective adsorbent for the removal of Malachite Green (MG), derived from the fruit endocarp of baru (Dipteryx alata Vog.). The baru fruit endocarp, typically discarded as solid waste during processing, was found to possess favorable characteristics for adsorption processes and provides an adsorption capacity that exceeds that of most other similar adsorbents. Additionally, integrating Artificial Neural Networks (ANNs) enables accurate modeling of the adsorption process, eliminating the need for extensive laboratory experiments. This contributes significantly to wastewater treatment research, enhancing effectiveness and sustainability in unwanted dye removal.

Fungal Keratitis Due to Beauveria bassiana in a Contact Lenses Wearer and Review of Published Reports.

Fungal keratitis is a severe ocular infection that primarily affects subjects engaged in outdoor activities. Risk factors include allergic conjunctivitis, previous eye surgery, previous treatment with wide-spectrum antimicrobial agents and corticosteroids and using contact lenses. Corneal infection is usually secondary to trauma involving organic material, which is often the only predisposing factor. Early diagnosis based on clinical examination and microbiological investigation (microscopy, cultures and molecular techniques) is crucial to selecting the appropriate antifungal therapy and prevent progression. We report the case of a patient with keratitis due to Beauveria bassiana, an opportunistic and entomopathogenic filamentous fungus that is used as a biological insecticide and which is a rare cause of corneal infection. We review previous cases reports of B. bassiana keratitis published and its main features to compare with our case, a female occasional agriculture worker who had not suffered any trauma involving organic material. The patient received topical and oral antifungal therapy and debridement surgery, with a satisfactory outcome.

Helicobacter pylori first-line and rescue treatments in the presence of penicillin allergy.

BACKGROUND: Helicobacter pylori eradication is a challenge in penicillin allergy. AIM: To assess the efficacy and safety of first-line and rescue treatments in patients allergic to penicillin. METHODS: Prospective multicenter study. Patients allergic to penicillin were given a first-line treatment comprising (a) 7-day omeprazole-clarithromycin-metronidazole and (b) 10-day omeprazole-bismuth-tetracycline-metronidazole. Rescue treatments were as follows: (a) bismuth quadruple therapy; (b) 10-day PPI-clarithromycin-levofloxacin; and (c) 10-day PPI-clarithromycin-rifabutin. Eradication was confirmed by (13)C-urea breath test. Compliance was determined through questioning and recovery of empty medication envelopes. Adverse effects were evaluated by questionnaires. RESULTS: In total, 267 consecutive treatments were included. (1) First-line treatment: Per-protocol and intention-to-treat eradication rates with omeprazole-clarithromycin-metronidazole were 59 % (62/105; 95 % CI 49-62 %) and 57 % (64/112; 95 % CI 47-67 %). Respective figures for PPI-bismuth-tetracycline-metronidazole were 75 % (37/49; 95 % CI 62-89 %) and 74 % (37/50; 95 % CI (61-87 %) (p < 0.05). Compliance with treatment was 94 and 98 %, respectively. Adverse events were reported in 14 % with both regimens (all mild). (2) Second-line treatment: Intention-to-treat eradication rate with omeprazole-clarithromycin-levofloxacin was 64 % both after triple and quadruple failure; compliance was 88-100 %, with 23-29 % adverse effects (all mild). (3) Third-/fourth-line treatment: Intention-to-treat eradication rate with PPI-clarithromycin-rifabutin was 22 %. CONCLUSION: In allergic to penicillin patients, a first-line treatment with a bismuth-containing quadruple therapy (PPI-bismuth-tetracycline-metronidazole) seems to be a better option than the triple PPI-clarithromycin-metronidazole regimen. A levofloxacin-based regimen (together with a PPI and clarithromycin) represents a second-line rescue option in the presence of penicillin allergy.

Inclusive Culture in Compulsory Education Centers: Values, Participation and Teachers' Perceptions.

This article explores teachers' perceptions concerning educational inclusion as part of an inclusive culture. The study focuses on compulsory education from the teachers' point of view. We used three factors indicated in the "Index of Inclusion": inclusive values, degree of participation in the educational community, and the teachers' perceptions of the educational response offered to SEN students. To comply with the proposed objective, we explored nine variables to understand their influence on the attitudes of teachers and other professionals towards educational inclusion. These variables were gender, age, teaching seniority, educational stage, professional profile, type of center, geographic location of the center, years of experience and characteristics of SEN students, as well as the training received to meet the needs of all students. We found significant differences in the variables of age, educational stage, student characteristics, and training received, and recommendations are provided to address the needs detected.

Levofloxacin- vs. ranitidine bismuth citrate-containing therapy after H. pylori treatment failure.

AIM: Ranitidine bismuth citrate and levofloxacin-based regimen may be an alternative to quadruple therapy after Helicobacter pylori eradication failure. Our aim was to compare two 7-day triple second-line regimens containing ranitidine bismuth citrate or levofloxacin. METHODS: Patients in whom a first eradication trial with omeprazole-clarithromycin-amoxicillin had failed were randomized to receive 7-day treatment with: 1, ranitidine bismuth citrate (400 mg b.i.d.), tetracycline (500 mg q.i.d.), and metronidazole (250 mg q.i.d.), or 2, levofloxacin (500 mg b.i.d.), amoxicillin (1 g b.i.d.), and omeprazole (20 mg b.i.d.). Cure rates were evaluated by (13)C-urea breath test. RESULTS: One-hundred patients were included: 50 received the ranitidine bismuth citrate regimen, and 50 the levofloxacin one. Groups were comparable in terms of demographic variables. Two percent of the patients (one in each group) did not return for follow up. Compliance was similar in both groups (90% took all the medications correctly). Side-effects (only mild/moderate) in the two groups were also comparable (38% with ranitidine bismuth citrate and 36% with levofloxacin). Per-protocol cure rates were 69% (95% CI = 54-80%) in the ranitidine bismuth citrate group, and 71% (57-82%) in the levofloxacin one. Intention-to-treat cure rates were, respectively, 68% (59-79%) and 68% (59-79%) (nonstatistically significant differences). CONCLUSIONS: Both 7-day ranitidine bismuth citrate- and levofloxacin-containing second-line regimens represent alternatives to quadruple therapy in patients with previous omeprazole-clarithromycin-amoxicillin failure.

Esomeprazole-based therapy in Helicobacter pylori eradication: any effect by increasing the dose of esomeprazole or prolonging the treatment?

AIM: To study the efficacy of esomeprazole-based triple therapy in Helicobacter pylori eradication and to evaluate, by a randomized trial, the effect of increasing the dose of esomeprazole or prolonging the treatment. METHODS: Four-hundred and fifty duodenal ulcer patients were randomized to receive: (1) esomeprazole (20 mg b.i.d.), clarithromycin (500 mg b.i.d.), and amoxicillin (1 g b.i.d.), for 7 days (E20-7d); (2) esomeprazole (40 mg b.i.d.) with the same antibiotics, also for 7 days (E40-7d); and (3) esomeprazole (40 mg b.i.d.) with the same antibiotics, for 10 days (E40-10d). Cure rates were evaluated by (13)C-urea breath test. RESULTS: One-hundred and fifty patients received each treatment. Groups were comparable in terms of demographic variables. Eight percent of the patients did not return for follow-up. Compliance (98%) and side effects (only mild to moderate) in the two groups were comparable. Per-protocol cure rates were 83.5% (E20-7d), 84.8% (E40-7d), and 88.2% (E40-10d). Intention-to-treat cure rates were, respectively, 74%, 78%, and 80% (nonstatistically significant differences). CONCLUSIONS: Esomeprazole-based triple therapies offer comparable efficacy to omeprazole-based therapies used in previous studies. Increasing the dose of esomeprazole or prolonging the treatment does not improve the results. Therefore, if esomeprazole-based triple therapy is used in duodenal ulcer patients, a regimen with only 20 mg twice daily of esomeprazole and for only 7 days may be sufficient.

'Rescue' therapy with rifabutin after multiple Helicobacter pylori treatment failures.

AIM: Eradication therapy with proton pump inhibitor, clarithromycin and amoxicillin is extensively used, although it fails in a considerable number of cases. A 'rescue' therapy with a quadruple combination of omeprazole, bismuth, tetracycline and metronidazole (or ranitidine bismuth citrate with these same antibiotics) has been recommended, but it still fails in approximately 20% of cases. Our aim was to evaluate the efficacy and tolerability of a rifabutin-based regimen in patients with two consecutive H. pylori eradication failures. DESIGN: Prospective multicenter study. PATIENTS: Consecutive patients in whom a first eradication trial with omeprazole, clarithromycin and amoxicillin and a second trial with omeprazole, bismuth, tetracycline and metronidazole (three patients) or ranitidine bismuth citrate with these same antibiotics (11 patients) had failed were included. INTERVENTION: A third eradication regimen with rifabutin (150 mg bid), amoxicillin (1 g bid) and omeprazole (20 mg bid) was prescribed for 14 days. All drugs were administered together after breakfast and dinner. Compliance with therapy was determined from the interrogatory and the recovery of empty envelopes of medications. OUTCOME: H. pylori eradication was defined as a negative 13C-urea breath test 8 weeks after completing therapy. RESULTS: Fourteen patients have been included. Mean age +/- SD was 42 +/- 11 years, 41% males, peptic ulcer (57%), functional dyspepsia (43%). All patients took all the medications and completed the study protocol. Per-protocol and intention-to-treat eradication was achieved in 11/14 patients (79%; 95% confidence interval = 49-95%). Adverse effects were reported in five patients (36%), and included: abdominal pain (three patients), nausea and vomiting (one patient), and oral candidiasis (one patient); no patient abandoned the treatment due to adverse effects. CONCLUSION: Rifabutin-based rescue therapy constitutes an encouraging strategy after multiple previous eradication failures with key antibiotics such as amoxicillin, clarithromycin, metronidazole and tetracycline.