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1.
Crit Care ; 26(1): 394, 2022 12 21.
Artículo en Inglés | MEDLINE | ID: mdl-36544226

RESUMEN

BACKGROUND: Severe vitamin D deficiency (SVDD) dramatically increases the risks of mortality, infections, and many other diseases. Studies have reported higher prevalence of vitamin D deficiency in patients with critical illness than general population. This multicenter retrospective cohort study develops and validates a score-based model for predicting SVDD in patients with critical illness. METHODS: A total of 662 patients with critical illness were enrolled between October 2017 and July 2020. SVDD was defined as a serum 25(OH)D level of < 12 ng/mL (or 30 nmol/L). The data were divided into a derivation cohort and a validation cohort on the basis of date of enrollment. Multivariable logistic regression (MLR) was performed on the derivation cohort to generate a predictive model for SVDD. Additionally, a score-based calculator (the SVDD score) was designed on the basis of the MLR model. The model's performance and calibration were tested using the validation cohort. RESULTS: The prevalence of SVDD was 16.3% and 21.7% in the derivation and validation cohorts, respectively. The MLR model consisted of eight predictors that were then included in the SVDD score. The SVDD score had an area under the receiver operating characteristic curve of 0.848 [95% confidence interval (CI) 0.781-0.914] and an area under the precision recall curve of 0.619 (95% CI 0.577-0.669) in the validation cohort. CONCLUSIONS: This study developed a simple score-based model for predicting SVDD in patients with critical illness. TRIAL REGISTRATION: ClinicalTrials.gov protocol registration ID: NCT03639584. Date of registration: May 12, 2022.


Asunto(s)
Enfermedad Crítica , Deficiencia de Vitamina D , Humanos , Estudios Retrospectivos , Enfermedad Crítica/epidemiología , Deficiencia de Vitamina D/complicaciones , Deficiencia de Vitamina D/epidemiología , Curva ROC
2.
Crit Care ; 25(1): 45, 2021 02 02.
Artículo en Inglés | MEDLINE | ID: mdl-33531020

RESUMEN

BACKGROUND: Metabolic acidosis is a major complication of critical illness. However, its current epidemiology and its treatment with sodium bicarbonate given to correct metabolic acidosis in the ICU are poorly understood. METHOD: This was an international retrospective observational study in 18 ICUs in Australia, Japan, and Taiwan. Adult patients were consecutively screened, and those with early metabolic acidosis (pH < 7.3 and a Base Excess < -4 mEq/L, within 24-h of ICU admission) were included. Screening continued until 10 patients who received and 10 patients who did not receive sodium bicarbonate in the first 24 h (early bicarbonate therapy) were included at each site. The primary outcome was ICU mortality, and the association between sodium bicarbonate and the clinical outcomes were assessed using regression analysis with generalized linear mixed model. RESULTS: We screened 9437 patients. Of these, 1292 had early metabolic acidosis (14.0%). Early sodium bicarbonate was given to 18.0% (233/1292) of these patients. Dosing, physiological, and clinical outcome data were assessed in 360 patients. The median dose of sodium bicarbonate in the first 24 h was 110 mmol, which was not correlated with bodyweight or the severity of metabolic acidosis. Patients who received early sodium bicarbonate had higher APACHE III scores, lower pH, lower base excess, lower PaCO2, and a higher lactate and received higher doses of vasopressors. After adjusting for confounders, the early administration of sodium bicarbonate was associated with an adjusted odds ratio (aOR) of 0.85 (95% CI, 0.44 to 1.62) for ICU mortality. In patients with vasopressor dependency, early sodium bicarbonate was associated with higher mean arterial pressure at 6 h and an aOR of 0.52 (95% CI, 0.22 to 1.19) for ICU mortality. CONCLUSIONS: Early metabolic acidosis is common in critically ill patients. Early sodium bicarbonate is administered by clinicians to more severely ill patients but without correction for weight or acidosis severity. Bicarbonate therapy in acidotic vasopressor-dependent patients may be beneficial and warrants further investigation.


Asunto(s)
Acidosis/tratamiento farmacológico , Bicarbonato de Sodio/administración & dosificación , APACHE , Acidosis/epidemiología , Anciano , Australia/epidemiología , Femenino , Humanos , Incidencia , Unidades de Cuidados Intensivos/organización & administración , Unidades de Cuidados Intensivos/estadística & datos numéricos , Internacionalidad , Japón/epidemiología , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Bicarbonato de Sodio/farmacología , Bicarbonato de Sodio/uso terapéutico , Taiwán/epidemiología
3.
J Formos Med Assoc ; 119(9): 1343-1352, 2020 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31395463

RESUMEN

The incidence of acute pancreatitis and related health care utilization are increasing. Acute pancreatitis may result in organ failure and various local complications with risks of morbidity and even mortality. Recent advances in research have provided novel insights into the assessment and management for acute pancreatitis. This consensus is developed by Taiwan Pancreas Society to provide an updated, evidence-based framework for managing acute pancreatitis.


Asunto(s)
Pancreatitis , Enfermedad Aguda , Consenso , Humanos , Pancreatitis/diagnóstico , Pancreatitis/terapia , Taiwán/epidemiología
4.
J Cell Mol Med ; 23(3): 1723-1734, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30548082

RESUMEN

Haemorrhagic shock and resuscitation (HS/R) may cause global ischaemia-reperfusion injury, which can result in systemic inflammation, multiorgan failure (particularly liver failure) and high mortality. Hinokitiol, a bioactive tropolone-related compound, exhibits antiplatelet and anti-inflammatory activities. Targeting inflammatory responses is a potential strategy for ameliorating hepatic injury during HS/R. Whether hinokitiol prevents hepatic injury during HS/R remains unclear. In the present study, we determined the role of hinokitiol following HS/R. The in vivo assays revealed that hinokitiol markedly attenuated HS/R-induced hepatic injury. Hinokitiol could inhibited NF-κB activation and IL-6 and TNF-α upregulation in liver tissues. Moreover, hinokitiol reduced caspase-3 activation, upregulated Bax and downregulated Bcl-2. These findings suggest that hinokitiol can ameliorate liver injury following HS/R, partly through suppression of inflammation and apoptosis. Furthermore, the in vitro data revealed that hinokitiol significantly reversed hypoxia/reoxygenation (H/R)-induced cell death and apoptosis in the primary hepatocytes. Hinokitiol prevented H/R-induced caspase-3 activation, PPAR cleavage, Bax overexpression and Bcl-2 downregulation. Moreover, hinokitiol attenuated H/R-stimulated NF-κB activation and reduced the levels of IL-6 and TNF-α mRNAs, suggesting that hinokitiol can protect hepatocytes from H/R injury. Collectively, our data suggest that hinokitiol attenuates liver injury following HS/R, partly through the inhibition of NF-κB activation.


Asunto(s)
Antiinfecciosos/farmacología , Apoptosis/efectos de los fármacos , Inflamación/tratamiento farmacológico , Hepatopatías/tratamiento farmacológico , Hígado/efectos de los fármacos , Monoterpenos/farmacología , Choque Hemorrágico/complicaciones , Tropolona/análogos & derivados , Animales , Inflamación/etiología , Inflamación/metabolismo , Inflamación/patología , Hígado/lesiones , Hígado/metabolismo , Hígado/patología , Hepatopatías/etiología , Hepatopatías/metabolismo , Hepatopatías/patología , Masculino , Ratones , Ratones Endogámicos C57BL , FN-kappa B/genética , FN-kappa B/metabolismo , Transducción de Señal , Tropolona/farmacología
5.
Am J Emerg Med ; 32(10): 1220-4, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25161047

RESUMEN

INTRODUCTION: Computed tomography angiography (CTA) has been applied in imaging studies for the assessment of most abdominal and pelvic injuries in some trauma centers. However, in most institutions, CTA is not routinely performed as part of the computed tomography scan protocol. In this study, we aimed to assess the efficiency of CTA in the evaluation of patients with pelvic fractures. MATERIALS AND METHODS: During the study period, patients with pelvic fracture were retrospectively analyzed. In addition to conventional computed tomography scanning that includes only the single venous phase, CTA with an additional arterial phase was used to obtain more information regarding vascular injuries. Further angiographic examination was performed in the patients with positive results in either the arterial or venous phase. The sensitivity and specificity of the multiphasic CTA images in the evaluation of active arterial hemorrhage were investigated. Furthermore, the results obtained for the arterial and venous phases were also combined to evaluate associated active arterial hemorrhage. RESULTS: A total of 144 patients with pelvic fractures who underwent CTA were enrolled in this study. Of these patients, 49 (34.0%) had active arterial hemorrhage. The sensitivities of the venous and arterial phase CTA images in the evaluation of active arterial hemorrhage were 100% (49/49) and 89.8% (44/49), respectively. Furthermore, all of the patients with positive results based on the arterial phase images were included in the group of patients with positive results based on the venous phase images. Although there were 4 patients without active arterial hemorrhage based on the angiographic examination, they still underwent embolization. CONCLUSIONS: In the management of patients with pelvic fractures, CTA provides limited benefits in the evaluation of the active arterial hemorrhage. The additional arterial phase may be helpful for distinguishing between arterial and venous hemorrhage. However, this study showed that subsequent treatment was not changed.


Asunto(s)
Angiografía , Arterias/lesiones , Fracturas Óseas/diagnóstico por imagen , Hemorragia/diagnóstico por imagen , Huesos Pélvicos/lesiones , Tomografía Computarizada por Rayos X , Lesiones del Sistema Vascular/diagnóstico por imagen , Venas/lesiones , Adulto , Anciano , Estudios de Cohortes , Femenino , Fracturas Óseas/complicaciones , Hemorragia/complicaciones , Humanos , Masculino , Persona de Mediana Edad , Huesos Pélvicos/diagnóstico por imagen , Estudios Retrospectivos , Sensibilidad y Especificidad , Lesiones del Sistema Vascular/complicaciones
6.
Am J Emerg Med ; 32(6): 553-7, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24666741

RESUMEN

INTRODUCTION: Transcatheter arterial embolization (TAE) is usually necessary in the management of hemodynamically unstable patients with concomitant pelvic fractures. Given the critical conditions of such patients, TAE is at times performed only according to the results of a primary evaluation without computed tomographic (CT) imaging. Therefore, the evaluation of associated intra-abdominal injuries (IAIs) might be insufficient. Clinically, some patients have required post-TAE laparotomy due to further deterioration. In this study, we attempted to determine a feasible protocol for post-TAE observation. MATERIALS AND METHODS: This study focused on patients who received TAE to achieve hemostasis of retroperitoneal hemorrhage and who did not undergo CT imaging due to their unstable hemodynamics. The characteristics of patients with and without associated IAIs requiring post-TAE laparotomy were compared. We also analyzed the effects of the timing of post-TAE CT imaging on patients with IAIs requiring surgery. RESULTS: A total of 41 patients were enrolled in the study. Of these patients, all of whom underwent primary TAE without preprocedure CT imaging; 15 patients (15/41, 36.6%) required post-TAE laparotomy due to further deterioration. Comparisons between the 2 patient groups revealed no significant differences in the rate of endotracheal intubation (80.0% vs 65.4%, P=.480), loss of consciousness (66.7% vs 73.1%, P=.730), or abdominal symptoms (20.0% vs 23.1%, P=1.000). CONCLUSION: In the management of hemodynamically unstable patients with concomitant pelvic fractures, greater attention should be paid to associated IAIs. Early CT imaging is encouraged after the patient's hemodynamic status is stabilized with TAE.


Asunto(s)
Traumatismos Abdominales/diagnóstico , Fracturas Óseas/complicaciones , Hemodinámica , Huesos Pélvicos/lesiones , Traumatismos Abdominales/complicaciones , Traumatismos Abdominales/diagnóstico por imagen , Traumatismos Abdominales/fisiopatología , Traumatismos Abdominales/terapia , Adulto , Protocolos Clínicos , Embolización Terapéutica/métodos , Estudios de Factibilidad , Femenino , Hemorragia Gastrointestinal/terapia , Humanos , Laparotomía , Masculino , Tomografía Computarizada por Rayos X
7.
Am J Emerg Med ; 32(1): 18-23, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24157072

RESUMEN

INTRODUCTION: A pelvic x-ray (PXR) can be used as an effective screening tool to evaluate pelvic fractures and stability. However, associated intra-abdominal/retroperitoneal organ injuries and hemorrhage should also be considered and evaluated in patients with major torso injuries. An abdominal/pelvic computed tomographic (CT) scan may provide higher resolution and more information than a PXR. The role of conventional PXRs was delineated in the current study in the context of the development of the CT scan. MATERIALS AND METHODS: We retrospectively reviewed patients with major torso injuries in our institution. The characteristics of the patients who received different diagnostic modalities (PXR only, CT scan only, or both) were investigated and compared. The characteristics of patients who underwent transcatheter arterial embolization (TAE) for the hemostasis of pelvic fracture-related retroperitoneal hemorrhage were also analyzed. RESULT: There were 726 patients enrolled in current stud. Only 72.0% (523/726) of the patients who had major torso injuries were examined using PXRs, and 69.6% (505/726) of the patients underwent an abdominal/pelvic CT scan. For the patients who were examined using PXRs, there was no significant difference in the usage rate of an additional CT scan between the patients with positive (52.7%, 108/205) and negative (61.0%, 194/318) PXR examinations (P = .070). Four patients underwent TAE immediately following PXR examinations only, without a CT scan. These four patients had unstable pelvic fractures on the PXR examination and significantly a lower systolic blood pressure (61.0 ± 13.0 mmHg), a lower revised trauma score (3.560 ± 2.427), a greater requirement for blood transfusions (1750 ± 957.2 ml) than the patients who underwent TAE after a CT scan. CONCLUSION: For the management of patients with major torso injuries, the role of PXR is diminishing due to the development of the CT scan. However, the PXR is still valuable for patients who are in critical condition and have an obviously high probability of retroperitoneal hemorrhaging.


Asunto(s)
Pelvis/diagnóstico por imagen , Torso/lesiones , Adulto , Embolización Terapéutica , Femenino , Fracturas Óseas/diagnóstico , Fracturas Óseas/diagnóstico por imagen , Humanos , Masculino , Pelvis/lesiones , Estudios Retrospectivos , Tomografía Computarizada por Rayos X , Torso/diagnóstico por imagen
8.
Am J Emerg Med ; 31(10): 1432-6, 2013 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-23972479

RESUMEN

INTRODUCTION: Patients with pelvic fracture usually require transfers to trauma centers for additional advanced treatment. Patient safety during the transfer should always be a priority. The noninvasive pelvic circumferential compression device (PCCD) can reportedly provide a tamponade effect, which reduces hemorrhage. In the present study, we evaluated the feasibility and efficiency of PCCD in patients with pelvic fracture who required transfer to trauma centers. MATERIALS AND METHODS: In the present study, we aimed to evaluate patients with pelvic fractures who were transferred from other hospitals. We investigated and compared the characteristics of these types of patients with and without pretransfer PCCD. We compared 2 groups (with and without pretransfer PCCD) of patients under different situations (unstable pelvic fracture, stable pelvic fracture, or indicated for transcatheter arterial embolization). We also analyzed the characteristics of patients with unstable pelvic fracture who were initially evaluated as having stable pelvic fracture primarily before being transferred. RESULTS: During the 53-month period, we enrolled 585 patients in the study. The patients with unstable pelvic fractures who received pretransfer PCCDs required significantly fewer blood transfusions (398.4 ± 417.6 mL vs 1954.5 ± 249.0 mL, P < .001), shorter intensive care unit length of stay (LOS; 6.6 ± 5.2 days vs 11.8 ± 7.7 days, P = .024), and shorter hospital LOS (9.4 ± 7.0 days vs 19.5 ± 13.7 days, P = .006) compared with patients who did not receive the pretransfer PCCD. The stable patients who received pretransfer PCCDs required significantly fewer blood transfusions (120.2 ± 178.5 mL vs 231.8 ± 206.2 mL, P = .018) and had shorter intensive care unit LOS (1.7 ± 3.3 days vs 3.4 ± 2.9 days, P = .029) and shorter hospital LOS (6.8 ± 5.1 days vs 10.4 ± 7.6 days, P = .018) compared with patients who did not receive the pretransfer PCCD. CONCLUSION: Pelvic circumferential compression devices benefit patients with pelvic fracture who need to be transferred to trauma centers. Pretransfer PCCDs appeared to be a feasible and safe procedure during the transfer. In discussions between the referring physicians and the receiving physicians, we recommend using pretransfer PCCDs.


Asunto(s)
Fracturas Óseas/terapia , Técnicas Hemostáticas/instrumentación , Huesos Pélvicos/lesiones , Transporte de Pacientes/métodos , Adulto , Femenino , Fracturas Óseas/complicaciones , Hemorragia/etiología , Hemorragia/prevención & control , Humanos , Puntaje de Gravedad del Traumatismo , Masculino
9.
Chin J Physiol ; 56(3): 163-73, 2013 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-23656218

RESUMEN

The lymph has long been considered as the plasma filtrate and the proteomes of the lymph have received scanty attention. Currently, mesenteric lymph is reported to play an important role in the pathogenesis of multiple organ dysfunction syndrome in some critical illnesses. A better understanding of the composition and proteomes of mesenteric lymph becomes imperative to disclose the mechanistic role of mesenteric lymph. Seven male Sprague-Dawley rats were fasted overnight, and anesthetized to collect plasma and mesenteric lymph. The specimens were subjected to proteomic analysis using two-dimensional gel electrophoresis (2-DE) and matrix-assisted laser desorption/ionization time of flight mass spectrometry (MALDI-TOF MS). An average of 434 and 412 protein spots were found in the gels of the plasma and mesenteric lymph respectively. Peptide mass fingerprint analysis identified 77 proteins for 212 protein spots. The 2-DE proteomic pattern of mesenteric lymph was largely similar to that of the plasma. As in the plasma, large protein spots of albumin dominated the protein pattern in mesenteric lymph. Other major proteins identified in 2-DE gels included immunoglobulin heavy and light chains, fibrinogen alpha-, beta- and gamma-chains, serotransferrin, protease inhibitors, kininogens, macroglobulins, haptoglobin, and apolipoproteins. Meanwhile, mesenteric lymph contained an array of proteins that differentiated it from the plasma. The most differentially expressed proteins in mesenteric lymph were gamma-fibrinogen, protease inhibitors, and proteins related to lipid transport/metabolism. The study presents a detailed description of mesenteric lymph proteomes of a common experimental animal in physiological status using a common proteomic approach. These results provide the basis for future research.


Asunto(s)
Linfa/metabolismo , Plasma/metabolismo , Proteoma , Ratas Sprague-Dawley/sangre , Animales , Electroforesis en Gel Bidimensional , Masculino , Proteómica , Ratas , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción
10.
Biology (Basel) ; 11(4)2022 Mar 23.
Artículo en Inglés | MEDLINE | ID: mdl-35453690

RESUMEN

Early and accurate prediction of endotracheal tube (ETT) location is pivotal for critically ill patients. Automatic and timely detection of faulty ETT locations from chest X-ray images may avert patients' morbidity and mortality. Therefore, we designed convolutional neural network (CNN)-based algorithms to evaluate ETT position appropriateness relative to four detected key points, including tracheal tube end, carina, and left/right clavicular heads on chest radiographs. We estimated distances from the tube end to tracheal carina and the midpoint of clavicular heads. A DenseNet121 encoder transformed images into embedding features, and a CNN-based decoder generated the probability distributions. Based on four sets of tube-to-carina distance-dependent parameters (i.e., (i) 30-70 mm, (ii) 30-60 mm, (iii) 20-60 mm, and (iv) 20-55 mm), corresponding models were generated, and their accuracy was evaluated through the predicted L1 distance to ground-truth coordinates. Based on tube-to-carina and tube-to-clavicle distances, the highest sensitivity, and specificity of 92.85% and 84.62% respectively, were revealed for 20-55 mm. This implies that tube-to-carina distance between 20 and 55 mm is optimal for an AI-based key point appropriateness detection system and is empirically comparable to physicians' consensus.

11.
Ann Emerg Med ; 58(6): 531-5, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21802772

RESUMEN

STUDY OBJECTIVE: Lumbar artery injury after blunt trauma is not frequently discussed. We review our experience with blunt lumbar artery injury management, especially alternative treatments in which embolization is not feasible. METHODS: We reviewed our trauma registry for 8 years 8 months. We sought all patients who sustained blunt torso trauma and had lumbar artery injury detected by angiography. Variables collected included demographic data, trauma mechanism, vital signs in triage, Injury Severity Score, associated injuries, computed tomography results, angiography results, embolizations, and outcome. RESULTS: Sixteen of the 3,436 patients in the trauma registry system had a blunt lumbar artery injury verified by angiography. For patients with lumbar artery injury, the mean Injury Severity Score was 38.6 (SD 12), and 10 (63%) of these 16 patients were in shock and 12 patients (75%) had closed head injuries. Angioembolization caused bleeding cessation in 11 patients but failed in 5 patients, who were treated conservatively. The overall mortality rate of patients with lumbar artery injury was 50%. CONCLUSION: Lumbar artery injury in multiply injured patients with blunt trauma leads to a high mortality rate, especially if accompanied by head injury. Embolization often stops bleeding, but, if embolization is not feasible, conservative treatment without retroperitoneal surgery can be successful.


Asunto(s)
Región Lumbosacra/irrigación sanguínea , Heridas no Penetrantes/terapia , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Arterias/lesiones , Embolización Terapéutica , Femenino , Humanos , Puntaje de Gravedad del Traumatismo , Región Lumbosacra/lesiones , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Tomografía Computarizada por Rayos X , Adulto Joven
12.
Diagnostics (Basel) ; 11(10)2021 Oct 06.
Artículo en Inglés | MEDLINE | ID: mdl-34679542

RESUMEN

Endotracheal tubes (ETTs) provide a vital connection between the ventilator and patient; however, improper placement can hinder ventilation efficiency or injure the patient. Chest X-ray (CXR) is the most common approach to confirming ETT placement; however, technicians require considerable expertise in the interpretation of CXRs, and formal reports are often delayed. In this study, we developed an artificial intelligence-based triage system to enable the automated assessment of ETT placement in CXRs. Three intensivists performed a review of 4293 CXRs obtained from 2568 ICU patients. The CXRs were labeled "CORRECT" or "INCORRECT" in accordance with ETT placement. A region of interest (ROI) was also cropped out, including the bilateral head of the clavicle, the carina, and the tip of the ETT. Transfer learning was used to train four pre-trained models (VGG16, INCEPTION_V3, RESNET, and DENSENET169) and two models developed in the current study (VGG16_Tensor Projection Layer and CNN_Tensor Projection Layer) with the aim of differentiating the placement of ETTs. Only VGG16 based on ROI images presented acceptable performance (AUROC = 92%, F1 score = 0.87). The results obtained in this study demonstrate the feasibility of using the transfer learning method in the development of AI models by which to assess the placement of ETTs in CXRs.

13.
Front Nutr ; 8: 768804, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34966771

RESUMEN

Background: Vitamin D deficiency is common in the general population worldwide, and the prevalence and severity of vitamin D deficiency increase in critically ill patients. The prevalence of vitamin D deficiency in a community-based cohort in Northern Taiwan was 22.4%. This multicenter cohort study investigated the prevalence of vitamin D deficiency and associated factors in critically ill patients in Northern Taiwan. Methods: Critically ill patients were enrolled and divided into five groups according to their length of stay at intensive care units (ICUs) during enrolment as follows: group 1, <2 days with expected short ICU stay; group 2, <2 days with expected long ICU stay; group 3, 3-7 days; group 4, 8-14 days; and group 5, 15-28 days. Vitamin D deficiency was defined as a serum 25-hydroxyvitamin D (25(OH)D) level < 20 ng/ml, and severe vitamin D deficiency was defined as a 25(OH)D level < 12 ng/ml. The primary analysis was the prevalence of vitamin D deficiency. The exploratory analyses were serial follow-up vitamin D levels in group 2, associated factors for vitamin D deficiency, and the effect of vitamin D deficiency on clinical outcomes in critically ill patients. Results: The prevalence of vitamin D deficiency was 59% [95% confidence interval (CI) 55-62%], and the prevalence of severe vitamin D deficiency was 18% (95% CI 15-21%). The median vitamin D level for all enrolled critically ill patients was 18.3 (13.7-23.9) ng/ml. In group 2, the median vitamin D levels were <20 ng/ml during the serial follow-up. According to the multivariable analysis, young age, female gender, low albumin level, high parathyroid hormone (PTH) level, and high sequential organ failure assessment (SOFA) score were significantly associated risk factors for vitamin D deficiency. Patients with vitamin D deficiency had longer ventilator use duration and length of ICU stay. However, the 28- and 90-day mortality rate were not associated with vitamin D deficiency. Conclusions: This study demonstrated that the prevalence of vitamin D deficiency is high in critically ill patients. Age, gender, albumin level, PTH level, and SOFA score were significantly associated with vitamin D deficiency in these patients.

14.
Int J Med Inform ; 141: 104176, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32485555

RESUMEN

BACKGROUND: Severe sepsis and septic shock are still the leading causes of death in Intensive Care Units (ICUs), and timely diagnosis is crucial for treatment outcomes. The progression of electronic medical records (EMR) offers the possibility of storing a large quantity of clinical data that can facilitate the development of artificial intelligence (AI) in medicine. However, several difficulties, such as poor structure and heterogenicity of the raw EMR data, are encountered when introducing AI with ICU data. Labor-intensive work, including manual data entry, personal medical records sorting, and laboratory results interpretation may hinder the progress of AI. In this article, we introduce the developing of an AI algorithm designed for sepsis diagnosis using pre-selected features; and compare the performance of the AI algorithm with SOFA score based diagnostic method. MATERIALS AND METHODS: This is a prospective open-label cohort study. A specialized EMR, named TED_ICU, was implemented for continuous data recording. One hundred six clinical features relevant to sepsis diagnosis were selected prospectively. A labeling work to allocate SEPSIS or NON_SEPSIS status for each ICU patient was performed by the in-charge intensivist according to SEPSIS-3 criteria, along with the automatic recording of selected features every day by TED_ICU. Afterward, we use de-identified data to develop the AI algorithm. Several machine learning methods were evaluated using 5-fold cross-validation, and XGBoost, a decision-tree based algorithm was adopted for our AI algorithm development due to best performance. RESULTS: The study was conducted between August 2018 and December 2018 for the first stage of analysis. We collected 1588 instances, including 444 SEPSIS and 1144 NON-SEPSIS, from 434 patients. The 434 patients included 259 (59.6%) male patients and 175 female patients. The mean age was 67.6-year-old, and the mean APACHE II score was 13.8. The SEPSIS cohort had a higher SOFA score and increased use of organ support treatment. The AI algorithm was developed with a shuffle method using 80% of the instances for training and 20% for testing. The established AI algorithm achieved the following: accuracy = 82% ± 1%; sensitivity = 65% ± 5%; specificity = 88% ± 2%; precision = 67% ± 3%; and F1 = 0.66 ± 0.02. The area under the receiver operating characteristic curve (AUROC) was approximately 0.89. The SOFA score was used on the same 1588 instances for sepsis diagnosis, and the result was inferior to our AI algorithm (AUROC = 0.596). CONCLUSION: Using real-time data, collected by EMR, from the ICU daily practice, our AI algorithm established with pre-selected features and XGBoost can provide a timely diagnosis of sepsis with an accuracy greater than 80%. AI algorithm also outperforms the SOFA score in sepsis diagnosis and exhibits practicality as clinicians can deploy appropriate treatment earlier. The early and precise response of this AI algorithm will result in cost reduction, outcome improvement, and benefit for healthcare systems, medical staff, and patients as well.


Asunto(s)
Inteligencia Artificial , Sepsis , Anciano , Algoritmos , Estudios de Cohortes , Femenino , Humanos , Unidades de Cuidados Intensivos , Masculino , Pronóstico , Estudios Prospectivos , Curva ROC , Estudios Retrospectivos , Sepsis/diagnóstico
15.
Sci Rep ; 10(1): 19612, 2020 11 12.
Artículo en Inglés | MEDLINE | ID: mdl-33184342

RESUMEN

Massive hepatic necrosis after therapeutic embolization has been reported. We employed a 320-detector CT scanner to compare liver perfusion differences between blunt liver trauma patients treated with embolization and observation. This prospective study with informed consent was approved by institution review board. From January 2013 to December 2016, we enrolled 16 major liver trauma patients (6 women, 10 men; mean age 34.9 ± 12.8 years) who fulfilled inclusion criteria. Liver CT perfusion parameters were calculated by a two-input maximum slope model. Of 16 patients, 9 received embolization and 7 received observation. Among 9 patients of embolization group, their arterial perfusion (78.1 ± 69.3 versus 163.1 ± 134.3 mL/min/100 mL, p = 0.011) and portal venous perfusion (74.4 ± 53.0 versus 160.9 ± 140.8 mL/min/100 mL, p = 0.008) were significantly lower at traumatic parenchyma than at non-traumatic parenchyma. Among 7 patients of observation group, only portal venous perfusion was significantly lower at traumatic parenchyma than non-traumatic parenchyma (132.1 ± 127.1 vs. 231.1 ± 174.4 mL/min/100 mL, p = 0.018). The perfusion index between groups did not differ. None had massive hepatic necrosis. They were not different in age, injury severity score and injury grades. Therefore, reduction of both arterial and portal venous perfusion can occur when therapeutic embolization was performed in preexisting major liver trauma, but hepatic perfusion index may not be compromised.


Asunto(s)
Embolización Terapéutica/métodos , Hígado/diagnóstico por imagen , Hígado/lesiones , Imagen de Perfusión/métodos , Heridas no Penetrantes/diagnóstico por imagen , Heridas no Penetrantes/terapia , Adulto , Embolización Terapéutica/efectos adversos , Femenino , Arteria Hepática , Humanos , Masculino , Necrosis Hepática Masiva/diagnóstico por imagen , Necrosis Hepática Masiva/etiología , Persona de Mediana Edad , Perfusión , Vena Porta , Estudios Prospectivos , Tomografía Computarizada por Rayos X , Adulto Joven
16.
Antioxidants (Basel) ; 9(3)2020 Mar 22.
Artículo en Inglés | MEDLINE | ID: mdl-32235809

RESUMEN

The literature suggests a bidirectional relationship between testosterone (T) and iron, but mechanisms underlying this relationship remain unclear. We investigated effects of iron on advanced glycation end products (AGEs) in obesity-related androgen deficiency. In total, 111 men were recruited, and iron biomarkers and N(ɛ)-(carboxymethyl)lysine (CML) were measured. In an animal study, rats were fed a 50% high-fat diet (HFD) with (0.25, 1, and 2 g ferric iron/kg diet) or without ferric citrate for 12 weeks. Obese rats supplemented with >1 g iron/kg diet had decreased testicular total T compared to HFD alone. Immunohistochemical staining showed that >1 g of ferric iron increased iron and AGE retention in testicular interstitial tissues, which is associated with increased expression of the receptor for AGEs (RAGE), tumor necrosis factor-α, and nitric oxide. Compared with normal weight, overweight/obese men had lower T levels and higher rates of hypogonadism (19% vs. 11.3%) and iron overload (29.8% vs.15.9%). A correlation analysis showed serum total T was positively correlated with transferrin saturation (r = 0.242, p = 0.007) and cathepsin D (r = 0.330, p = 0.001), but negatively correlated with red blood cell aggregation (r = -0.419, p<0.0001) and CML (r = -0.209, p < 0.05). In conclusion, AGEs may partially explain the underlying relationship between dysregulated iron and T deficiency.

17.
Nutrients ; 11(11)2019 Nov 11.
Artículo en Inglés | MEDLINE | ID: mdl-31717994

RESUMEN

Diet plays an important role in the development of obesity and may contribute to dysregulated iron metabolism (DIM). A cross-sectional survey of 208 adults was conducted in Taipei Medical University Hospital (Taipei, Taiwan). A reduced-rank regression from 31 food groups was used for a dietary pattern analysis. DIM was defined as at least four of the following criteria: serum hepcidin (men >200 ng/mL and women >140 ng/mL), hyperferritinemia (serum ferritin of >300 ng/mL in men and >200 ng/mL in women), central obesity, non-alcoholic fatty liver disease, and two or more abnormal metabolic profiles. Compared to non-DIM patients, DIM patients were associated with an altered body composition and had a 4.52-fold (95% confidence interval (CI): (1.95-10.49); p < 0.001) greater risk of metabolic syndrome (MetS) after adjusting for covariates. A DIM-associated dietary pattern (high intake of deep-fried food, processed meats, chicken, pork, eating out, coffee, and animal fat/skin but low intake of steamed/boiled/raw foods and dairy products) independently predicted central obesity (odds ratio (OR): 1.57; 95% CI: 1.05-2.34; p < 0.05) and MetS (OR: 1.89; 95% CI: 1.07-3.35; p < 0.05). Individuals with the highest DIM pattern scores (tertile 3) had a higher visceral fat mass (%) (ß = 0.232; 95% CI: 0.011-0.453; p < 0.05) but lower skeletal muscle mass (%) (ß = -1.208; 95% CI: -2.177--0.239; p < 0.05) compared to those with the lowest DIM pattern scores (tertile 1). In conclusion, a high score for the identified DIM-associated dietary pattern was associated with an unhealthier body composition and a higher risk of MetS.


Asunto(s)
Composición Corporal/fisiología , Dieta/estadística & datos numéricos , Hierro/metabolismo , Síndrome Metabólico , Adulto , Estudios Transversales , Femenino , Ferritinas/sangre , Hepcidinas/sangre , Humanos , Masculino , Síndrome Metabólico/epidemiología , Síndrome Metabólico/fisiopatología , Persona de Mediana Edad , Obesidad Abdominal
18.
Injury ; 50(1): 160-166, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30274755

RESUMEN

INTRODUCTION: No definitive data describing associations between cases of Open Abdomen (OA) and Entero-atmospheric fistulae (EAF) exist. The World Society of Emergency Surgery (WSES) and the Panamerican Trauma Society (PTS) thus analyzed the International Register of Open Abdomen (IROA) to assess this question. MATERIAL AND METHODS: A prospective analysis of adult patients enrolled in the IROA. RESULTS: Among 649 adult patients with OA 58 (8.9%) developed EAF. Indications for OA were peritonitis (51.2%) and traumatic-injury (16.8%). The most frequently utilized temporary abdominal closure techniques were Commercial-NPWT (46.8%) and Bogotà-bag (21.9%). Mean OA days were 7.9 ± 18.22. Overall mortality rate was 29.7%, with EAF having no impact on mortality. Multivariate analysis associated cancer (p = 0.018), days of OA (p = 0.003) and time to provision-of-nutrition (p = 0.016) with EAF occurrence. CONCLUSION: Entero-atmospheric fistulas are influenced by the duration of open abdomen treatment and by the nutritional status of the patient. Peritonitis, intestinal anastomosis, negative pressure and oral or enteral nutrition were not risk factors for EAF during OA treatment.


Asunto(s)
Cavidad Abdominal/cirugía , Técnicas de Cierre de Herida Abdominal , Procedimientos Quirúrgicos del Sistema Digestivo/métodos , Fístula Intestinal/cirugía , Técnicas de Cierre de Herida Abdominal/mortalidad , Adulto , Procedimientos Quirúrgicos del Sistema Digestivo/mortalidad , Femenino , Humanos , Fístula Intestinal/mortalidad , Masculino , Persona de Mediana Edad , Terapia de Presión Negativa para Heridas , Estudios Prospectivos , Resultado del Tratamiento , Adulto Joven
19.
Sci Rep ; 8(1): 14612, 2018 10 02.
Artículo en Inglés | MEDLINE | ID: mdl-30279434

RESUMEN

Expanding bile leaks after blunt liver trauma require more aggressive treatment than contained bile leaks. In this retrospective study approved by institution review board, we analyzed if non-invasive contrast-enhanced magnetic resonance cholangiography (CEMRC) using hepatocyte-specific contrast agent (gadoxetic acid disodium) could detect and characterize traumatic bile leaks. Between March 2012 and December 2014, written informed consents from 22 included patients (17 men, 5 women) with a median age of 24.5 years (IQR 21.8, 36.0 years) were obtained. Biliary tree visualization and bile leak detection on CEMRC acquired at 10, 20, 30, 90 minutes time points were independently graded by three radiologists on a 5-point Likert scale. Intraclass Correlation (ICC) was computed as estimates of interrater reliability. Accuracy was measured by area under receiver operating characteristic curves (AUROC). Biliary tree visualization was the best on CEMRC at 90 minutes (score 4.30) with excellent inter-rater reliability (ICC = 0.930). Of 22 CEMRC, 15 had bile leak (8 expanding, 7 contained). The largest AUROC of bile leak detection by three radiologists were 0.824, 0.914, 0.929 respectively on CEMRC at 90 minutes with ICC of 0.816. In conclusion, bile leaks of blunt liver trauma can be accurately detected and characterized on CEMRC.


Asunto(s)
Conductos Biliares/diagnóstico por imagen , Colangiografía/métodos , Hígado/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Heridas no Penetrantes/diagnóstico por imagen , Adulto , Área Bajo la Curva , Conductos Biliares/lesiones , Colangiografía/instrumentación , Medios de Contraste/administración & dosificación , Femenino , Gadolinio DTPA/administración & dosificación , Humanos , Hígado/lesiones , Imagen por Resonancia Magnética/instrumentación , Masculino , Variaciones Dependientes del Observador , Curva ROC , Reproducibilidad de los Resultados , Estudios Retrospectivos , Heridas no Penetrantes/patología
20.
Nutrients ; 10(11)2018 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-30453566

RESUMEN

Obesity and low serum testosterone (T) levels are interrelated and strongly influenced by dietary factors, and their alteration entails a great risk of hypogonadism. Substantial evidence suggests a bidirectional relationship between nutrient metabolism (e.g., glucose, lipids, and iron) and T levels in men; however, T-related dietary patterns remain unclear. This study investigated the dietary patterns associated with serum total T levels and its predictive effect on hypogonadism and the body composition. Anthropometry, blood biochemistry, and food frequency questionnaires were collected for 125 adult men. Dietary patterns were derived using a reduced rank regression from 32 food groups. Overall prevalence rates of central obesity and hypogonadism were 48.0% and 15.7%, respectively. An adjusted linear regression showed that age, insulin, red blood cell (RBC) aggregation, and transferrin saturation independently predicted serum total T levels (all p < 0.01). The total T-related dietary pattern (a high consumption of bread and pastries, dairy products, and desserts, eating out, and a low intake of homemade foods, noodles, and dark green vegetables) independently predicted hypogonadism (odds ratio: 5.72; 95% confidence interval: 1.11‒29.51, p < 0.05) for those with the highest dietary pattern scores (Q4) compared to those with the lowest (Q1). Scores were also negatively correlated with the skeletal muscle mass (p for trend = 0.002) but positively correlated with the total body fat mass (p for trend = 0.002), visceral fat mass (p for trend = 0.001), and to a lesser extent, subcutaneous fat mass (p for trend = 0.035) after adjusting for age. Randomized controlled trials are needed to confirm that improvement in dietary pattern can improve T levels and reduce hypogonadism.


Asunto(s)
Glucemia/metabolismo , Dieta , Hipogonadismo/sangre , Obesidad/sangre , Testosterona/sangre , Absorciometría de Fotón , Adulto , Antropometría , Biomarcadores/sangre , Composición Corporal , Estudios Transversales , Humanos , Hierro/sangre , Modelos Lineales , Masculino , Persona de Mediana Edad , Análisis Multivariante , Encuestas y Cuestionarios , Taiwán , Adulto Joven
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