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1.
Children (Basel) ; 11(5)2024 May 14.
Artículo en Inglés | MEDLINE | ID: mdl-38790587

RESUMEN

Ventilator-associated pneumonia (VAP) is common in Pediatric Intensive Care Units. Although early detection is crucial, current diagnostic methods are not definitive. This study aimed to identify lung ultrasound (LUS) findings and procalcitonin (PCT) values in pediatric patients with VAP to create a new early diagnosis score combined with the Clinical Pulmonary Infection Score (CPIS), the CPIS-PLUS score. Prospective longitudinal and interventional study. Pediatric patients with suspected VAP were included and classified into VAP or non-VAP groups, based on Centers of Disease Control (CDC) criteria for the final diagnosis. A chest-X-ray (CXR), LUS, and blood test were performed within the first 12 h of admission. CPIS score was calculated. A total of 108 patients with VAP suspicion were included, and VAP was finally diagnosed in 51 (47%) patients. CPIS-PLUS showed high accuracy in VAP diagnosis with a sensitivity (Sn) of 80% (95% CI 65-89%) and specificity (Sp) of 73% (95% CI 54-86%). The area under the curve (AUC) resulted in 0.86 for CPIS-PLUS vs. 0.61 for CPIS. In conclusion, this pilot study showed that CPIS-PLUS could be a potential and reliable tool for VAP early diagnosis in pediatric patients. Internal and external validations are needed to confirm the potential value of this score to facilitate VAP diagnosis in pediatric patients.

2.
Diagn Microbiol Infect Dis ; 109(3): 116262, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38604074

RESUMEN

In this study, we investigated the diagnostic value of opsonic activity against Acinetobacter baumannii in Ventilator-Associated Pneumonia (VAP) among 50 patients, compared to 102 negative and positive controls. Out of the 50 patients, only 33 (66 %) were diagnosed with VAP using the Clinical Pulmonary Infection Score (CPIS). The opsonic activity assay demonstrated three key findings: (i) 95 % sensitivity and 91.7 % specificity, with a Receiver Operating Characteristic (ROC) area of 0.976 for distinguishing A. baumannii culture positives from negatives; (ii) 95 % sensitivity and 78.7 % specificity, with a 0.915 ROC area, in differentiating VAP/blood culture positive patients from colonized/negative groups; (iii) An ROC area of 0.553 for VAP and colonization, as identified by CPIS alone, indicating an indeterminate threshold. These results highlight that CPIS, microbiological, and clinical evaluations were not correlated, suggesting that opsonic activity against A. baumannii could be a potential VAP diagnostic tool, with the need for large-scale validations.


Asunto(s)
Infecciones por Acinetobacter , Acinetobacter baumannii , Neumonía Asociada al Ventilador , Sensibilidad y Especificidad , Humanos , Neumonía Asociada al Ventilador/diagnóstico , Neumonía Asociada al Ventilador/microbiología , Acinetobacter baumannii/aislamiento & purificación , Infecciones por Acinetobacter/diagnóstico , Infecciones por Acinetobacter/microbiología , Masculino , Femenino , Persona de Mediana Edad , Anciano , Curva ROC , Adulto , Anciano de 80 o más Años
3.
Antibiotics (Basel) ; 13(2)2024 Jan 31.
Artículo en Inglés | MEDLINE | ID: mdl-38391527

RESUMEN

INTRODUCTION: Gram-negative bacteria (GNB) account for about 70% of infections in the intensive care unit (ICU) setting and are associated with significant morbidity and mortality. In recent years, pan-drug resistant (PDR) strains, strains that are not susceptible to any antibiotic, have been emerged and new treatment strategies are required. RESULTS: Fifty eligible patients were recruited in the three groups. A statistically significant reduction in the Sequential Organ Failure Assessment (SOFA) score was observed in the control group on day 4 in comparison to day 0 of VAP (p = 0.005). The Clinical Pulmonary Infection Score (CPIS) was also reduced on day 4 (p = 0.0016) and day 7 in comparison to day 0 (p = 0.001). Patients that received combination therapy, CAZ-AVI + ATM and DCT, presented with a lower SOFA score and CPIS on day 7 in comparison to day 0 (p = 0.0288 and p = 0.037, respectively). No differences in the ΔSOFA score and ΔCPIS were found between the groups. The control group presented with a significantly lower ICU stay and duration of mechanical ventilation (p = 0.03 and p = 0.02, respectively). There was no difference in mortality. MATERIALS AND METHODS: This is a retrospective analysis. This study was conducted in a mixed ICU in the University Hospital of Larissa, Thessaly, Greece during a three-year period (2020-2022). Patients suffering from ventilator associated pneumonia (VAP) due to carbapenem-resistant K. pneumonia (CR-KP) were divided in three different groups: the first one was treated using ceftazidime-avibactam plus aztreonam (CAZ-AVI + ATM group), the second was treated using double carbapenems (DCT group), and the last one (control group) received appropriate therapy since the strain was susceptible in vitro to at least to one antibiotic. CONCLUSIONS: Treatment with CAZ-AVI +ATM or DCT may offer a clinical benefit in patients suffering with infections due to PDR K. pneumoniae. Larger studies are required to confirm our findings.

4.
Cancers (Basel) ; 15(20)2023 Oct 13.
Artículo en Inglés | MEDLINE | ID: mdl-37894347

RESUMEN

Cutaneous skin carcinoma is a disease of older patients. The prevalence of cutaneous squamous-cell carcinoma (cSCC) increases with age. The head and neck region is a frequent place of occurrence due to exposure to ultraviolet light. Surgical resection with adjuvant radiotherapy is frequently advocated for locally advanced disease to decrease the risk of loco-regional recurrence. However, older cancer patients may not be candidates for surgery due to frailty and/or increased risk of complications. Radiotherapy is usually advocated for unresectable patients. Compared to basal-cell carcinoma, locally advanced cSCC tends to recur locally and/or can metastasize, especially in patients with high-risk features such as poorly differentiated histology and perineural invasion. Thus, a new algorithm needs to be developed for older patients with locally advanced head and neck cutaneous squamous-cell carcinoma to improve their survival and conserve their quality of life. Recently, immunotherapy with checkpoint inhibitors (CPIs) has attracted much attention due to the high prevalence of program death ligand 1 (PD-L1) in cSCC. A high response rate was observed following CPI administration with acceptable toxicity. Those with residual disease may be treated with hypofractionated radiotherapy to minimize the risk of recurrence, as radiotherapy may enhance the effect of immunotherapy. We propose a protocol combining CPIs and hypofractionated radiotherapy for older patients with locally advanced cutaneous head and neck cancer who are not candidates for surgery. Prospective studies should be performed to verify this hypothesis.

5.
Polymers (Basel) ; 14(19)2022 Oct 10.
Artículo en Inglés | MEDLINE | ID: mdl-36236190

RESUMEN

Colorless polyimides (CPIs) with outstanding mechanical properties are essential materials in the production of flexible display panels, foldable windows, and even spacecraft cockpits. This paper specifically elaborates that the Morkit unit, and azo and nitro chromophores are important factors contributing to yellow PI, together with the well-known charge transfer complex (CTC) theory. Three diamine monomers, two anhydrides monomers, and three blockers were used to inhibit chromophores formation and, thus, obtain CPI films. The cut-off wavelength was blue-shifts to 334 nm and the transmittance is improved to 98.9% in the UV-vis range. Mechanical and thermal properties of the CPI films are not reduced through coupling effects of the blockers. Therefore, the inhibition method of the Morkit units and chromophore groups is a promising process for preparing CPIs to be used as flexible display materials.

6.
Respir Care ; 67(12): 1558-1567, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36100277

RESUMEN

BACKGROUND: Clinical diagnosis of ICU-acquired pneumonia after cardiothoracic surgery is challenging. Johanson criteria (chest radiograph infiltrate, purulent tracheal secretions, fever, and leukocytosis) fail in half the cases. A high Clinical Pulmonary Infection Score (CPIS) and ≥ 2-point increase in Sequential Organ Failure Assessment (SOFA) score (SOFA↑ ≥ 2) may improve diagnosis. The aim of the study was to evaluate whether CPIS or SOFA↑ ≥ 2 contributes to predict ICU-acquired pneumonia in subjects after cardiothoracic surgery. METHODS: We used a prospective observational design. Spiegelhalter-Knill-Jones scoring systems including CPIS or SOFA↑ ≥ 2, together with other clinical and laboratory variables, were developed in a derivation cohort. A positive quantitative pulmonary sample culture was required to confirm ICU-acquired pneumonia. Area under the receiver operating characteristic curve (AUROC) was computed for each of the 2 scoring systems. The best system was evaluated in a validation cohort. RESULTS: Derivation and validation cohorts included 172 and 108 subjects, with 410 and 216 suspected ICU-acquired pneumonia episodes, respectively. AUROC was 0.53 ± 0.03 for CPIS (P = .29) and 0.54 ± 0.03 for SOFA↑ ≥ 2 (P = .29). Adding purulent tracheal secretions and leukocytosis to SOFA↑ ≥ 2 (SOFA model) increased AUROC to 0.65 ± 0.03 (P < .001). Adding catecholamine use to CPIS (CPIS model) increased AUROC only slightly, to 0.57 ± 0.03. The probabilities predicted by the SOFA model were reliable, especially when high or low. CONCLUSIONS: A clinical scoring system including at least SOFA↑ ≥ 2 increase barely improved ICU-acquired pneumonia prediction in subjects after cardiothoracic surgery.


Asunto(s)
Infección Hospitalaria , Neumonía Asociada a la Atención Médica , Neumonía , Humanos , Unidades de Cuidados Intensivos , Infección Hospitalaria/diagnóstico , Insuficiencia Multiorgánica , Leucocitosis , Neumonía Asociada a la Atención Médica/diagnóstico , Neumonía Asociada a la Atención Médica/epidemiología , Neumonía Asociada a la Atención Médica/etiología , Neumonía/diagnóstico , Neumonía/etiología , Curva ROC , Pronóstico , Estudios Retrospectivos
7.
Crit Rev Oncol Hematol ; 174: 103683, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35439541

RESUMEN

Management of first-line advanced urothelial carcinoma (UC) has consisted during the past three decades in the administration of platinum-based chemotherapy followed by observation. Despite moderate to high response rates to first-line treatment, most patients will relapse shortly after and the outcomes with subsequent therapies are poor with 5-year overall survival rates of 5% in the pre-immunotherapy era. Nonetheless, recent therapeutic developments including the paradigm shift of first-line maintenance therapy with avelumab after response or stabilization on platinum-based chemotherapy, along with the incorporation of new drug classes in further lines of treatment such as antibody drug-conjugates and fibroblast growth factor receptor inhibitors have reshaped the field leading to better outcomes in this patient population. This article reviews the current state of the art with an overview on UC management, recent advances, and the upcoming strategies currently in development in advanced UC with an insight into the biology of this disease.


Asunto(s)
Carcinoma de Células Transicionales , Neoplasias de la Vejiga Urinaria , Carcinoma de Células Transicionales/tratamiento farmacológico , Manejo de la Enfermedad , Humanos , Inmunoterapia , Recurrencia Local de Neoplasia , Neoplasias de la Vejiga Urinaria/patología
8.
Cureus ; 13(9): e18085, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-34692300

RESUMEN

Checkpoint inhibitors (CPIs) are a new class of drugs that have changed the treatment and prognosis of several malignancies, even in their advanced stages. These drugs have increased patient survival rates. CPIs stimulate the immune system and include cytotoxic T-lymphocyte antigen-4 inhibitors (ipilimumab), programmed cell death inhibitors such as pembrolizumab, nivolumab, and avelumab, and programmed cell death protein ligand-1 inhibitors such as atezolizumab. Herein, we present a case of CPI-induced colitis in a 45-year-old woman with a history of melanoma. The melanoma was BRAF-positive with a V600 mutation. She had metastasis to the brain and the right 10th rib, which underwent surgery and radiation treatment, respectively. She was treated with nivolumab and denosumab. The patient presented with chronic watery diarrhea. Biopsy revealed lymphocytic colitis-like changes in the colon and terminal ileum. Thus, given the history of CPIs, a diagnosis of CPIS-induced colitis was made.

9.
Open Forum Infect Dis ; 8(8): ofab368, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34458392

RESUMEN

BACKGROUND: Antibiotic treatment decisions in severely ill patients must often be made in the absence of microbiologic results. The recently Food and Drug Administration-cleared BioFire FilmArray Pneumonia Panel (PN) detects 15 bacteria semiquantitatively, 3 atypical pneumonia bacteria, 8 viruses, and 7 antimicrobial resistance markers by multiplex PCR in ~1 hour in the laboratory. Previous reports have shown that the PN Panel bacterial detections are highly accurate, even when routine culture had no growth. METHODS: Consecutive bronchoalveolar lavage and endotracheal specimens submitted for culture between June and September 2018 from 270 patients with sufficient clinical and laboratory data were tested with the PN Panel. Patients were divided into 3 groups: (1) both culture and PN Panel positive, (2) PN Panel positive but culture uninformative (no growth or normal flora), and (3) patients with no PN Panel detections. RESULTS: Groups 1 and 2 had significantly higher maximum temperatures on the day of culture (P = .00036, analysis of variance [ANOVA] with Bonferroni correction), higher levels of an inflammatory response as measured by percent polymorphonuclear leukocytes in bronchoalveolar lavage (P = .00025, ANOVA with Bonferroni correction), and gram stain report of white blood cells, as previously reported [1]. CONCLUSIONS: Both group 1 (culture and PN Panel positive), and group 2 (PN Panel positive but culture uninformative) had higher levels of host response inflammatory responses compared with group 3, which had no targets detected, suggesting that PN Panel detections need to be interpreted in the clinical context, even if cultures are discordant. Depending on laboratory turnaround time, there could be opportunities for improved diagnosis and antibiotic stewardship.

10.
Ann Intensive Care ; 10(1): 101, 2020 Aug 03.
Artículo en Inglés | MEDLINE | ID: mdl-32748025

RESUMEN

BACKGROUND: Differentiating Ventilator-Associated Tracheobronchitis (VAT) from Ventilator-Associated Pneumonia (VAP) may be challenging for clinicians, yet their management currently differs. In this study, we evaluated the accuracy of the Clinical Pulmonary Infection Score (CPIS) to differentiate VAT and VAP. METHODS: We performed a retrospective analysis based on the data from 2 independent prospective cohorts. Patients of the TAVeM database with a diagnosis of VAT (n = 320) or VAP (n = 369) were included in the derivation cohort. Patients admitted to the Intensive Care Centre of Lille University Hospital between January 1, 2016 and December 31, 2017 who had a diagnosis of VAT (n = 70) or VAP (n = 139) were included in the validation cohort. The accuracy of the CPIS to differentiate VAT from VAP was assessed within the 2 cohorts by calculating sensitivity and specificity values, establishing the ROC curves and choosing the best threshold according to the Youden index. RESULTS: The areas under ROC curves of CPIS to differentiate VAT from VAP were calculated at 0.76 (95% CI [0.72-0.79]) in the derivation cohort and 0.67 (95% CI [0.6-0.75]) in the validation cohort. A CPIS value ≥ 7 was associated with the highest Youden index in both cohorts. With this cut-off, sensitivity and specificity were respectively found at 0.51 and 0.88 in the derivation cohort, and at 0.45 and 0.89 in the validation cohort. CONCLUSIONS: A CPIS value ≥ 7 reproducibly allowed to differentiate VAT from VAP with high specificity and PPV and moderate sensitivity and NPV in our derivation and validation cohorts.

11.
J Med Internet Res ; 22(4): e14896, 2020 04 09.
Artículo en Inglés | MEDLINE | ID: mdl-32271150

RESUMEN

BACKGROUND: The benefits of electronic patient reported outcomes (PRO) questionnaires have been demonstrated in many settings, including in hospitals and patient homes. However, it remains to be investigated how melanoma patients and their treating clinicians experience the electronic self-reporting of side effects and the derived communication. OBJECTIVE: The primary objective of this study was to examine patients' and clinicians' experiences with an eHealth intervention for weekly monitoring of side effects during treatment with immunotherapy. METHODS: An eHealth intervention based on questions from the PRO-Common Terminology Criteria for Adverse Events (CTCAE) library was used and tested in a randomized clinical trial with patients receiving immunotherapy for malignant melanoma and clinicians at a university hospital in Denmark. On a weekly basis, patients reported their symptoms from home during the treatment via a provided tablet. The electronic patient reports were available to clinicians in the outpatient clinic. A mixed methods approach was applied to investigate the patients' and clinicians' experiences with the intervention. Data from patient experiences were collected in a short survey, the Patient Feedback Form. Moreover, a subset of the patients participating in the survey was interviewed about their experience. Furthermore, one focus group interview with clinicians was carried out to elucidate their views. RESULTS: A total of 57 patients completed the Patient Feedback Form, and 14 patients were interviewed. The focus group interview included 5 clinicians. Overall, patients and clinicians were satisfied with the tool. They believed it enhanced patients' awareness of side effects and increased their feeling of involvement. The patients reported that it was easy to fill out the questionnaire and that it made sense to do so. However, a minority of the patients expressed in the interviews that they did not believe that the health care professionals had seen their reports when they came to the clinic, and that the reporting did not lead to increased contact with the department. CONCLUSIONS: Overall, satisfaction with the eHealth intervention was high among patients and their treating clinicians. The tool was easy to use and contributed to greater symptom awareness and patient involvement. Thus, in terms of patient and clinician satisfaction with the tool, it makes sense to continue using the tool beyond the project period. TRIAL REGISTRATION: ClinicalTrials.gov NCT03073031; https://tinyurl.com/tjx3gtu.


Asunto(s)
Inmunoterapia/métodos , Melanoma/inmunología , Melanoma/terapia , Medición de Resultados Informados por el Paciente , Telemedicina/métodos , Anciano , Femenino , Humanos , Masculino , Encuestas y Cuestionarios
12.
J Immunoassay Immunochem ; 41(1): 97-105, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31777299

RESUMEN

Management of ventilator-associated pneumonia (VAP) is a puzzling issue for infectious disease specialist. The present clinical trial study was aimed to comparing the effects of injectable colistin plus nebulized colistin and injectable colistin plus nebulized tobramycin on management of patients with VAP due to multidrug-resistant Acinetobacter. VAP patients were randomly divided into two groups (n = 30/each): Group 1 - patients that received intravenous (IV) meropenem, injectable colistin plus nebulized colistin, as a routine treatment, and Group 2 - patients that received IV meropenem, injectable colistin plus nebulized tobramycin. A total of 14 days of therapeutic intervention are required for every case. Follow-up for subjects was performed at five time-points: days 1, 3, 5, 7, and 14 after intervention. Also, a mean of creatinine levels of patients was determined in five times. In the present study, the clinical pulmonary infection score (CPIS) was determined on the basis of points assigned for various clinically manifestations of VAP. Based on our statistical analysis, there was no significant difference between CPIS and creatinine level in both Groups 1 and 2 (p > .05). CPIS and other clinical investigation appeared effectiveness of the treatment with injected colistin plus nebulized tobramycin; on the other hand, the results of present clinical trial showed that aforementioned therapeutic approach can be used as an alternative treatment for the management of infection in VAP patients.


Asunto(s)
Acinetobacter/efectos de los fármacos , Antibacterianos/farmacología , Colistina/farmacología , Farmacorresistencia Bacteriana Múltiple/efectos de los fármacos , Neumonía Asociada al Ventilador/tratamiento farmacológico , Neumonía Asociada al Ventilador/microbiología , Tobramicina/farmacología , Antibacterianos/administración & dosificación , Antibacterianos/química , Colistina/administración & dosificación , Colistina/química , Femenino , Humanos , Masculino , Pruebas de Sensibilidad Microbiana , Persona de Mediana Edad , Tobramicina/administración & dosificación , Tobramicina/química
13.
J Intensive Care Med ; 34(6): 503-510, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-28403662

RESUMEN

OBJECTIVES: Study of inflammatory biomarkers which may aid in early detection of ventilator-associated pneumonia (VAP) in children and predicting their outcome. PATIENTS: Thirty-five children, aged 2 months to 13 years, needed mechanical ventilation (MV) for more than 48 hours due to causes other than pneumonia. METHODS: Measurement of serum amyloid A (SAA) protein, soluble intercellular adhesion molecule 1 (sICAM-1), and C-reactive protein (CRP), modified clinical pulmonary infection score (CPIS) and performing culture of endotracheal aspirate at the start and on the third day of MV. RESULTS: Ventilator-associated pneumonia was diagnosed by CPIS in 6 (17.1%) of 35 patients. On the third day of MV, there was a significant increase in serum mean levels of SAA, sICAM-1, and CRP in comparison to the start of MV ( P = .005, .004, and .01, respectively). Three (50%) of 6 patients with VAP died, while 4 (14.28%) of 28 patients without VAP died. The sensitivity of serum SAA, sICAM-1, and CPIS were 100% for predicting VAP, while specificity was highest for CPIS (96.55%) followed by SAA (93.1%). Combination of CPIS and SAA increased the specificity to 100%. For predicting nonsurvival, serum SAA and sICAM-1 had a sensitivity of 100% and a specificity of 92.86% and 89.29%, respectively. CONCLUSION: Serum amyloid A and sICAM-1 may be considered as reliable markers for detection of VAP. Combination of serum SAA with CPIS increased the specificity to 100%. Measurement of SAA in patients with VAP also had a good predictive value for nonsurvival in such patients.


Asunto(s)
Molécula 1 de Adhesión Intercelular/sangre , Neumonía Asociada al Ventilador/sangre , Respiración Artificial/efectos adversos , Proteína Amiloide A Sérica/metabolismo , Biomarcadores/sangre , Niño , Preescolar , Egipto , Humanos , Lactante , Unidades de Cuidados Intensivos , Masculino , Neumonía Asociada al Ventilador/fisiopatología , Neumonía Asociada al Ventilador/terapia , Valor Predictivo de las Pruebas , Pronóstico , Estudios Prospectivos
14.
Artículo en Chino | WPRIM (Pacífico Occidental) | ID: wpr-743732

RESUMEN

Objective To observe the effect of heated humidified high flow nasal cannula oxygen therapy (HFNC) on patients with post-stroke systemic inflammatory response syndrome (SIRS). Methods Totally 78 patients with post-stroke SIRS were selected in the department of neurology of Wuxi People's Hospital and were randomly divided into HFNC group (n=40) and conventional therapy group (n = 38). The neurological impairment score (NIHSS) , APACHE-Ⅱ, clinical pulmonary infection score (CPIS) , C-reactive protein (CRP) of the 2 groups were recorded before and after the treatment. At the same time, modified Rankin score (mRS) of the two groups were also recorded. Results There was no significant difference in terms of morality and the number of patients with mechanical ventilation in the 2 groups. The 7-day APACHE Ⅱ, 7-day CPIS, 7-day SIRS cure rate, 14-day NIHSS and mRS of 3 months in HFNC group were higher than those in the conventional therapy group (P < 0.05).There was no significant difference in 7-day CRP, 14-day CRP and 14-day CPIS between HFNC group and conventional oxygen therapy group (P> 0.05). Conclusions HFNC can improve lung infection of patients with SIRS thus improve the recovery rate of SIRS. At the same time, it can improve the recovery of the neurological deficit and prognosis in acute stroke.

15.
Iran J Pharm Res ; 16(3): 1254-1263, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29201115

RESUMEN

Ventilator-associated pneumonia (VAP) is a common and serious problem that develops after more than 48 h of mechanical ventilation. Improving the activity of immune system with vitamin D, and its consequent impact on prognostic biomarkers of VAP was studied in the current study. A randomized double blind placebo controlled clinical trial was designed. A total of 46 patients with VAP, who were suffering from vitamin D deficiency, were randomly allocated into the study groups of placebo (n=22) and treatment (n=24) The treatment group received 300,000 units of intramuscular vitamin D. Serum levels of procalcitonin and vitamin D along with SOFA and CPIS scores were determined at baseline and on day 7 after intervention. The mortality rate of patients was also monitored for the succeeding 28 days after the injection. The administration of vitamin D significantly enhanced its levels (P<0.0001) in the treated patients (12.28 ± 8.26) in comparison to placebo group (1.15 ± 1.50). The levels of PCT were significantly decreased (p=0.001) in the treatment group (- 0.02 ± 0.59 ng/mL) compared to that of placebo group (0.68 ± 1.03 ng/mL). However, changes in (SOFA) and CPIS scores were not significantly different between study groups (p=0.63 and p=0.32, respectively). Interestingly, the mortality rate of patients in the treatment group (5/24) was significantly lower (p=0.04) than that of the placebo group (11/22). In conclusion, our results indicate that vitamin D supplementation can significantly reduce the procalcitonin in (VAP) patients, and must be considered as a preventive and/or therapeutic strategy.

16.
Mol Inform ; 36(1-2)2017 01.
Artículo en Inglés | MEDLINE | ID: mdl-27515489

RESUMEN

Computational prediction of compound-protein interactions (CPIs) is of great importance for drug design as the first step in in-silico screening. We previously proposed chemical genomics-based virtual screening (CGBVS), which predicts CPIs by using a support vector machine (SVM). However, the CGBVS has problems when training using more than a million datasets of CPIs since SVMs require an exponential increase in the calculation time and computer memory. To solve this problem, we propose the CGBVS-DNN, in which we use deep neural networks, a kind of deep learning technique, instead of the SVM. Deep learning does not require learning all input data at once because the network can be trained with small mini-batches. Experimental results show that the CGBVS-DNN outperformed the original CGBVS with a quarter million CPIs. Results of cross-validation show that the accuracy of the CGBVS-DNN reaches up to 98.2 % (σ<0.01) with 4 million CPIs.


Asunto(s)
Aprendizaje Automático , Simulación del Acoplamiento Molecular/métodos , Sitios de Unión , Simulación del Acoplamiento Molecular/normas , Unión Proteica , Proteoma/química , Proteoma/metabolismo , Programas Informáticos
17.
Respir Care ; 61(5): 658-67, 2016 May.
Artículo en Inglés | MEDLINE | ID: mdl-26837732

RESUMEN

BACKGROUND: Early diagnosis of ventilator-associated pneumonia (VAP) is necessary to reduce morbidity and improve survival of critically ill patients in the ICU. The purpose of the present study is to examine the performance of macroscopic bronchoscopic findings and cytological analysis of bronchoalveolar lavage fluid (BALF) as an early diagnostic tool for VAP, either alone or in combination with clinically oriented scores (modified Clinical Pulmonary Infection Score [CPIS] or Johanson criteria). METHODS: BAL was performed in 54 consecutive mechanically ventilated subjects. The predictive value of isolated or combined clinical characteristics, BALF, and/or other laboratory measurements in diagnosing VAP was analyzed by logistic regression analysis. A separate diagnostic score was derived from a linear combination of independent variables included in the multivariate model and compared with CPIS, Johanson criteria, and their combinations with BALF cytology (receiver operating characteristic curve analysis). RESULTS: Integrating relative neutrophil cell count in CPIS or Johanson criteria optimized their specificity (>80%) but decreased sensitivity (<70%). Radiographic progression and the presence of distal purulent secretions on bronchoscopy were independently associated with VAP diagnosis. A new score that incorporates clinical, radiographic, and early bronchoscopic findings presented excellent diagnostic accuracy (area under curve = 0.96, sensitivity 94.3%, specificity 84.2%). CONCLUSIONS: The diagnostic performance of classical clinical scores for VAP did not improve after combination with BALF cytology. A new composite score proved to be more accurate than previous scores in early VAP diagnosis.


Asunto(s)
Líquido del Lavado Bronquioalveolar/citología , Broncoscopía/métodos , Neumonía Asociada al Ventilador/diagnóstico , Anciano , Anciano de 80 o más Años , Diagnóstico Precoz , Femenino , Humanos , Recuento de Leucocitos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Curva ROC , Insuficiencia Respiratoria/terapia , Sensibilidad y Especificidad , Ventiladores Mecánicos/efectos adversos
18.
Pak J Med Sci ; 31(6): 1441-6, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26870112

RESUMEN

OBJECTIVE: Ventilator-associated pneumonia (VAP) is an infection with high mortality and morbidity that prolongs the length of stay in the intensive care unit (ICU) and hospitalisation. VAP is one of the most common infections in critically ill patients. This study aimed to prospectively determine the VAP rate and associated factors in critically ill patients with intensive antibiotic usage during a one-year period. METHODS: In total, 125 out of 360 patients admitted to the intensive care unit during the one-year study period (September 2010-2011) were included for follow-up for VAP diagnosis. Demographic data, APACHE II scores, diagnoses on admission, clinical pulmonary infection scores (CPIS), CRP, procalcitonin, risk factors for infection, time to VAP diagnosis, and bacteriological culture results were recorded. All data were assessed in terms of ICU, hospital and 28-day mortality. RESULTS: In total, 56 (45%) out of 125 patients were diagnosed with VAP. In addition, 91% of patients diagnosed with VAP were administered antibiotics before diagnosis. In the VAP patients, the mortality rates were 48, 68 and 71% for 28-day, ICU and hospital mortality, respectively. CONCLUSION: The coexistence of clinical and microbiological parameters should not be sought when diagnosing VAP in patients who use antibiotics intensively. VAP can be diagnosed when CPIS≤6 in cases with sufficient microbiological evidence. This strategy may decrease mortality by preventing a delay in therapy.

19.
Int J Infect Dis ; 30: 144-7, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25461659

RESUMEN

OBJECTIVE: The aim of this study was to compare the Acute Physiology and Chronic Health Evaluation II (APACHE II) score and the Clinical Pulmonary Infection Score (CPIS) for the prediction of 30-day mortality in patients with ventilator-associated pneumonia (VAP). METHODS: A single-center, prospective cohort study design was employed between January 1, 2010 and January 1, 2014. APACHE II and CPIS scores were determined on the day of VAP diagnosis. Discrimination was tested using receiver-operating characteristic (ROC) curves and the areas under the curve (AUC). Calibration was tested using the Hosmer-Lemeshow statistic. RESULTS: Of 135 patients with VAP, 39 died; the 30-day mortality was 28.9%. APACHE II and CPIS scores were significantly higher in non-survivors compared to survivors (23.1±4.8 vs. 16.7±4.6, p<0.001; 6.8±1.3 vs. 6.2±1.3, p=0.016). APACHE II had excellent discrimination for predicting 30-day mortality in patients with VAP, with AUC 0.808 (95% confidence interval (CI) 0.704-0.912, p<0.001). However, the CPIS score did not have discrimination power for predicting mortality, with AUC 0.612 (95% CI 0.485-0.739, p=0.083). The Hosmer-Lemeshow statistic showed good goodness-of-fit for observed 30-day mortality and APACHE II expected mortality (Chi-square=1.099, p=0.785). However, CPIS expected 30-day mortality did not fit the observed mortality (Chi-square=6.72, p=0.004). CONCLUSIONS: These data suggest that APACHE II is useful for predicting 30-day mortality in patients with VAP, but that the CPIS does not have good discrimination and calibration for predicting mortality.


Asunto(s)
APACHE , Indicadores de Salud , Neumonía Asociada al Ventilador/mortalidad , Anciano , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neumonía Asociada al Ventilador/diagnóstico , Estudios Prospectivos , Curva ROC
20.
Artículo en Coreano | WPRIM (Pacífico Occidental) | ID: wpr-643779

RESUMEN

BACKGROUND: Fraction of exhaled nitric oxide (FENO) is known as a marker of inflammation in asthma, cystic fibrosis and exacerbation of COPD. However, its importance has not been established in patients using mechanical ventilation. We assessed whether FENO is elevated in patients with ventilator associated pneumonia (VAP), and physiologic or pathologic factors affecting levels of FENO in patients with mechanical ventilation. METHODS: All patients (over 18-year-old) using mechanical ventilation were included, and among them, VAP patients were diagnosed on the basis of clinical pulmonary infection score (CPIS). We measured FENO in air collected during the end-expiratory pause via an off-line method. We compared the levels of FENO between patients with VAP and without, and assessed the relationship between FENO and other physiologic or pathologic characteristics; age, gender, PaO2, oxygenation index, CPIS. RESULTS: A total of 43 patients (23 male, mean age 67.7 +/- 10.7) in an ICU were enrolled; 19 of them were VAP-patients (10 male, mean age 64.8 +/- 12.9). The level of FENO in the VAP-patients was substantially higher than in the non-VAP group (55.8 +/- 25.3 ppb Vs. 31.8 +/- 13.5 ppb, p < 0.001). CPIS on day 1 and day 3, and duration of mechanical ventilation, were associated with the level of FENO, but oxygenation index, PaO2, PaO2/FiO2, and the mean PEEP were not. CONCLUSIONS: FENO may be useful for the diagnosis of VAP, and is related to CPIS, as well as the duration of mechanical ventilation.


Asunto(s)
Humanos , Masculino , Asma , Fibrosis Quística , Inflamación , Óxido Nítrico , Oxígeno , Neumonía Asociada al Ventilador , Enfermedad Pulmonar Obstructiva Crónica , Respiración Artificial , Ventiladores Mecánicos
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