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1.
ACS Sens ; 9(6): 3394-3402, 2024 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-38822813

RESUMO

The development of new or improved single fluorescent protein (FP)-based biosensors (SFPBs), particularly those with excitation and emission at near-infrared wavelengths, is important for the continued advancement of biological imaging applications. In an effort to accelerate the development of new SFPBs, we report modified transposons for the transposase-based creation of libraries of FPs randomly inserted into analyte binding domains, or vice versa. These modified transposons feature ends that are optimized to minimize the length of the linkers that connect the FP to the analyte binding domain. We rationalized that shorter linkers between the domains should result in more effective allosteric coupling between the analyte binding-dependent conformational change in the binding domain and the fluorescence modulation of the chromophore of the FP domain. As a proof of concept, we employed end-modified Mu transposons for the discovery of SFPB prototypes based on the insertion of two circularly permuted red FPs (mApple and FusionRed) into binding proteins for l-lactate and spermidine. Using an analogous approach, we discovered calcium ion (Ca2+)-specific SFPBs by random insertion of calmodulin (CaM)-RS20 into miRFP680, a particularly bright near-infrared (NIR) FP based on a biliverdin (BV)-binding fluorescent protein. Starting from an miRFP680-based Ca2+ biosensor prototype, we performed extensive directed evolution, including under BV-deficient conditions, to create highly optimized biosensors designated the NIR-GECO3 series. We have extensively characterized the NIR-GECO3 series and explored their utility for biological Ca2+ imaging. The methods described in this work will serve to accelerate SFPB development and open avenues for further exploration and optimization of SFPBs across a spectrum of biological applications.


Assuntos
Técnicas Biossensoriais , Cálcio , Elementos de DNA Transponíveis , Proteínas Luminescentes , Técnicas Biossensoriais/métodos , Cálcio/química , Elementos de DNA Transponíveis/genética , Proteínas Luminescentes/química , Proteínas Luminescentes/genética , Humanos , Calmodulina/química , Calmodulina/genética
2.
Nephrology (Carlton) ; 29(8): 510-518, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38692707

RESUMO

BACKGROUND: The Kidney Disease Improving Global Outcomes guidelines recommend nephrology referral for patients with chronic kidney disease (CKD) stages 4 to 5, significant proteinuria and persistent microscopic haematuria. However, the recommendations are opinion-based and which patients with CKD benefit more from nephrology referral has not been elucidated. METHODS: In this retrospective cohort study, patients referred to our nephrology outpatient clinic from April 2017 to March 2019 were included. We excluded patients considered to have an acute decline in kidney function (annual decline in estimated glomerular filtration rate [eGFR] >10 mL/min/1.73 m2). The slopes of eGFR before and after nephrology referral were estimated and compared by linear mixed effects models. Interaction between time and referral status (before or after referral) was assessed and effect modifications by the presence of diabetes, proteinuria (defined by urine dipstick protein 2+ or more), urine occult blood, hypoalbuminemia (defined by albumin levels less than 3.5 g/dL) and anaemia (defined by haemoglobin levels less than 11.0 g/dL) were evaluated. RESULTS: The eGFR slope significantly improved from -2.05 (-2.39 to -1.72) to -0.96 (-1.36 to -0.56) mL/min/1.73 m2/year after nephrology referral (p < .001). The improvement in eGFR slope was more prominent among those with diabetes mellitus, anaemia, and hypoalbuminemia (all p-values for three-way interaction <.001 after adjustment for covariates). Further adjustments for time-dependent haemoglobin levels, the use of erythropoiesis-stimulating agents, iron supplementation, anti-hypertensives and anti-diabetic medications did not change the significance of the interactions. CONCLUSIONS: Nephrology referral slows CKD progression, especially among those with hypoalbuminemia, diabetes or anaemia. Patients with hypoalbuminemia, diabetes or anaemia might benefit more from specialized care and lifestyle modifications by nephrologists. The inclusion of anaemia and hypoalbuminemia in nephrology referral criteria should be considered.


Assuntos
Anemia , Progressão da Doença , Taxa de Filtração Glomerular , Hipoalbuminemia , Nefrologia , Encaminhamento e Consulta , Insuficiência Renal Crônica , Humanos , Estudos Retrospectivos , Feminino , Masculino , Insuficiência Renal Crônica/fisiopatologia , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/complicações , Pessoa de Meia-Idade , Anemia/sangue , Anemia/diagnóstico , Anemia/etiologia , Anemia/tratamento farmacológico , Idoso , Diabetes Mellitus/epidemiologia , Diabetes Mellitus/sangue
3.
Circ J ; 87(1): 103-110, 2022 12 23.
Artigo em Inglês | MEDLINE | ID: mdl-36476494

RESUMO

BACKGROUND: Although surgical approaches for infected or failing cardiac implantable electronic device (CIED) leads are more invasive than transvenous approaches, they are still required for patients considered unsuitable for transvenous procedures. In this study, surgical management with transvenous equipment for CIED complications was examined in patients unsuitable for transvenous lead extraction.Methods and Results: We retrospectively examined 152 consecutive patients who underwent CIED extraction between April 2009 and December 2021 at the Department of Cardiovascular Surgery, Nippon Medical School. Nine patients (5.9%; mean [±SD] age 61.7±16.7 years) who underwent open heart surgery were identified as unsuitable for the isolated transvenous approach. CIED types included 5 pacemakers and 4 implantable cardioverter-defibrillators; the mean [±SD] lead age was 19.5±7.0 years. Indications for surgical management according to Heart Rhythm Society guidelines included failed prior to transvenous CIED extraction (n=6), intracardiac vegetation (n=2), and severe lead adhesion (n=1). Transvenous CIED extraction tools were used in all patients during or before surgery. Additional surgical procedures with CIED extraction included epicardial lead implantation (n=4) and tricuspid valve repair (n=3). All patients were discharged; during the follow-up period (mean 5.7±3.7 years), only 1 patient died (non-cardiac cause). CONCLUSIONS: Surgical procedures and transvenous extraction tools were combined in the removal strategy for efficacious surgical management of CIED leads. Intensive surgical procedures were safely performed in patients unsuitable for transvenous extraction.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Desfibriladores Implantáveis , Marca-Passo Artificial , Humanos , Pessoa de Meia-Idade , Idoso , Criança , Adolescente , Adulto Jovem , Adulto , Estudos Retrospectivos , Resultado do Tratamento , Desfibriladores Implantáveis/efeitos adversos , Coração , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Marca-Passo Artificial/efeitos adversos
4.
Protein Sci ; 31(10): e4440, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36173169

RESUMO

Far-red and near-infrared (NIR) genetically encoded calcium ion (Ca2+ ) indicators (GECIs) are powerful tools for in vivo and multiplexed imaging of neural activity and cell signaling. Inspired by a previous report to engineer a far-red fluorescent protein (FP) from a biliverdin (BV)-binding NIR FP, we have developed a far-red fluorescent GECI, designated iBB-GECO1, from a previously reported NIR GECI. iBB-GECO1 exhibits a relatively high molecular brightness, an inverse response to Ca2+ with ΔF/Fmin  = -13, and a near-optimal dissociation constant (Kd ) for Ca2+ of 105 nM. We demonstrate the utility of iBB-GECO1 for four-color multiplexed imaging in MIN6 cells and five-color imaging in HEK293T cells. Like other BV-binding GECIs, iBB-GECO1 did not give robust signals during in vivo imaging of neural activity in mice, but did provide promising results that will guide future engineering efforts. SIGNIFICANCE: Genetically encoded calcium ion (Ca2+ ) indicators (GECIs) compatible with common far-red laser lines (~630-640 nm) on commercial microscopes are of critical importance for their widespread application to deep-tissue multiplexed imaging of neural activity. In this study, we engineered a far-red excitable fluorescent GECI, designated iBB-GECO1, that exhibits a range of preferable specifications such as high brightness, large fluorescence response to Ca2+ , and compatibility with multiplexed imaging in mammalian cells.


Assuntos
Biliverdina , Técnicas Biossensoriais , Animais , Biliverdina/metabolismo , Cálcio/metabolismo , Proteínas de Transporte , Células HEK293 , Humanos , Íons , Proteínas Luminescentes/química , Camundongos
5.
STAR Protoc ; 3(2): 101421, 2022 06 17.
Artigo em Inglês | MEDLINE | ID: mdl-35693213

RESUMO

We present a protocol to prepare mouse cranial window implantation for in vivo two-photon wide-field calcium imaging. This protocol uses G-CaMP9a transgenic mice, which express a genetically encoded calcium indicator with high signal-to-noise ratio. We describe in utero electroporation, followed by headplate fixation and cranial window implantation. This protocol can be used for measuring neural activity and is suitable for long-term imaging in large populations. Moreover, this protocol does not require preparation of Flp-expressing transgenic mice. For complete details on the use and execution of this protocol, please refer to Sakamoto et al. (2022).


Assuntos
Eletroporação , Crânio , Animais , Cálcio da Dieta , Diagnóstico por Imagem , Camundongos , Camundongos Transgênicos , Crânio/cirurgia
6.
Pancreas ; 51(4): 351-357, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35695806

RESUMO

OBJECTIVES: Most previous studies have analyzed bacteria in tumors using resected pancreatic cancer (PC) tissues, because it is difficult to obtain tissue samples from unresectable advanced PC. We aimed to determine whether minimal tissue obtained by endoscopic ultrasound-guided fine-needle aspiration is useful for microbiome analysis. METHODS: Thirty PC and matched duodenal and stomach tissues (N = 90) were prospectively collected from 30 patients who underwent endoscopic ultrasound-guided fine-needle aspiration. Bacterial DNA was extracted, and 16S rRNA sequencing was performed. The primary outcome was the success rate of bacterial detection in tumors. Bacterial diversity and structure were investigated. RESULTS: The bacterial detection rates were 80%, 100%, and 97% in PC, gastric, and duodenal samples, respectively. Pancreatic cancer tissues showed a lower α-diversity and a significantly different microbial structure than stomach and duodenal tissues. Proteobacteria were more abundant, whereas Firmicutes, Bacteroidetes, and Fusobacteria were less abundant in PC tissues than in stomach and duodenal tissues. Acinetobacter was more abundant in PC tissues than in stomach and duodenal tissues, and Delftia was more frequently detected in resectable PC. CONCLUSIONS: Endoscopic ultrasound-guided fine-needle aspiration samples were valuable for PC microbiome analysis, revealing that the bacterial composition of PC is different from that of the stomach and duodenum.


Assuntos
Microbiota , Neoplasias Pancreáticas , Aspiração por Agulha Fina Guiada por Ultrassom Endoscópico , Humanos , Microbiota/genética , Neoplasias Pancreáticas/diagnóstico por imagem , Neoplasias Pancreáticas/cirurgia , RNA Ribossômico 16S/genética , Neoplasias Pancreáticas
7.
Neurosci Res ; 179: 39-50, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35382938

RESUMO

The rapid progress of calcium imaging techniques has reached a point where the activity of thousands to tens of thousands of cells can be recorded simultaneously with single-cell resolution in a field-of-view (FOV) of about ten mm2. Consequently, there is a pressing need for developing automatic cell detection methods for large-scale image data. Several research groups have proposed automatic cell detection algorithms. Almost all algorithms can solve large-scale optimization problems for data, including hundreds of cells recorded from a conventional FOV at a resolution of 512 × 512 pixels, but the solution becomes more difficult as the data size increases beyond that. To handle large-scale data acquired with the latest large FOV microscopes, we propose a method called low computational cost cell detection (LCCD) that is based on filtering and thresholding. We compared LCCD with two other methods, constrained non-negative matrix factorization (CNMF) and Suite2P. We found that LCCD makes it possible to detect cells in artificial and actual data showing a high number density of cells within a shorter time and with an accuracy comparable to or better than those of CNMF and Suite2P. Moreover, LCCD succeeded in detecting more than 20,000 active cells from data acquired with the latest microscopy, called FASHIO-2PM, with a FOV of 3.0 mm × 3.0 mm.


Assuntos
Algoritmos , Cálcio , Microscopia/métodos
8.
Neurosci Res ; 179: 3-14, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35390357

RESUMO

Information in the brain is represented by the collective and coordinated activity of single neurons. Activity is determined by a large amount of dynamic synaptic inputs from neurons in the same and/or distant brain regions. Therefore, the simultaneous recording of single neurons across several brain regions is critical for revealing the interactions among neurons that reflect the computational principles of the brain. Recently, several wide-field two-photon (2P) microscopes equipped with sizeable objective lenses have been reported. These microscopes enable large-scale in vivo calcium imaging and have the potential to make a significant contribution to the elucidation of information-processing mechanisms in the cerebral cortex. This review discusses recent reports on wide-field 2P microscopes and describes the trade-offs encountered in developing wide-field 2P microscopes. Large-scale imaging of neural activity allows us to test hypotheses proposed in theoretical neuroscience, and to identify rare but influential neurons that have potentially significant impacts on the whole-brain system.


Assuntos
Encéfalo , Neurônios , Encéfalo/fisiologia , Cálcio , Córtex Cerebral/fisiologia , Microscopia , Neurônios/fisiologia
9.
J Mater Chem B ; 10(14): 2649-2660, 2022 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-35024722

RESUMO

Multicellular tumor spheroids (MCTSs) are attractive for drug screening before animal tests because they emulate an in vivo microenvironment. The permeability of the MCTSs and tumor tissues towards the candidate drugs is not sufficient even though the drugs can penetrate monolayer cultured cells; therefore, nanocarriers are required to enhance permeability and deliver drugs. In this study, we prepared zwitterionic polymers of sulfobetaine methacrylates and (meth)acrylamides with or without hydroxy groups between the zwitterions to serve as highly permeable nanocarriers. In the sulfobetaine polymers, poly(2-hydroxy-3-((3-methacrylamidopropyl)dimethylammonio)propane-1-sulfonate), P(OH-MAAmSB), the hydroxy group containing methacrylamide polymer exhibited little cytotoxicity and membrane translocation ability against monolayer cultured cells. Moreover, the excellent permeability of the hepatocyte MCTS enabled P(OH-MAAmSB) to permeate it and reach the center region (∼325 µm in diameter) at approximately 150 s, although poly(trimethyl-2-methacroyloxyethylammonium), a cationic polymer, penetrated just 1 to 2 layers from the periphery. The superior permeability of P(OH-MAAmSB) might be due to its good solubility and side chain conformation. P(OH-MAAmSB) is a promising nanocarrier with membrane translocation and permeability.


Assuntos
Neoplasias , Polímeros , Animais , Betaína/análogos & derivados , Permeabilidade , Polímeros/química , Esferoides Celulares , Microambiente Tumoral
10.
Neurosci Res ; 179: 51-56, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34953961

RESUMO

The rapid progress of imaging devices such as two-photon microscopes has made it possible to measure the activity of thousands to tens of thousands of cells at single-cell resolution in a wide field of view (FOV) data. However, it is not possible to manually identify thousands of cells in such wide FOV data. Several research groups have developed machine learning methods for automatically detecting cells from wide FOV data. Many of the recently proposed methods using dynamic activity information rather than static morphological information are based on non-negative matrix factorization (NMF). In this review, we outline cell-detection methods related to NMF. For the purpose of raising issues on NMF cell detection, we introduce our current development of a non-NMF method that is capable of detecting about 17,000 cells in ultra-wide FOV data.


Assuntos
Algoritmos , Análise de Dados , Diagnóstico por Imagem , Aprendizado de Máquina
11.
STAR Protoc ; 2(4): 101007, 2021 12 17.
Artigo em Inglês | MEDLINE | ID: mdl-34950887

RESUMO

We recently established a simple and versatile adeno-associated virus (AAV) induction approach that enables dense (>90% labeled neurons) and cortical-wide Ca2+ sensor expression. Here, we describe the stepwise protocol for neonatal AAV injection of a Ca2+ sensor. We also detail the steps for subsequent craniotomy to generate a chronic cranial window, followed by wide-field two-photon Ca2+ imaging in an awake mouse. This protocol serves as an alternative to the use of transgenic animals and offers translatable options for cortical-wide experiments. For complete details on the use and execution of this protocol, please refer to Ota et al. (2021).


Assuntos
Córtex Cerebral/diagnóstico por imagem , Dependovirus/genética , Imagem Óptica/métodos , Animais , Cálcio/metabolismo , Craniotomia , Feminino , Vetores Genéticos/administração & dosagem , Vetores Genéticos/genética , Injeções , Masculino , Camundongos , Crânio/cirurgia
12.
Neuron ; 109(11): 1810-1824.e9, 2021 06 02.
Artigo em Inglês | MEDLINE | ID: mdl-33878295

RESUMO

Fast and wide field-of-view imaging with single-cell resolution, high signal-to-noise ratio, and no optical aberrations have the potential to inspire new avenues of investigations in biology. However, such imaging is challenging because of the inevitable tradeoffs among these parameters. Here, we overcome these tradeoffs by combining a resonant scanning system, a large objective with low magnification and high numerical aperture, and highly sensitive large-aperture photodetectors. The result is a practically aberration-free, fast-scanning high optical invariant two-photon microscopy (FASHIO-2PM) that enables calcium imaging from a large network composed of ∼16,000 neurons at 7.5 Hz from a 9 mm2 contiguous image plane, including more than 10 sensory-motor and higher-order areas of the cerebral cortex in awake mice. Network analysis based on single-cell activities revealed that the brain exhibits small-world rather than scale-free behavior. The FASHIO-2PM is expected to enable studies on biological dynamics by simultaneously monitoring macroscopic activities and their compositional elements.


Assuntos
Córtex Cerebral/fisiologia , Conectoma , Microscopia de Fluorescência por Excitação Multifotônica/métodos , Animais , Sinalização do Cálcio , Córtex Cerebral/citologia , Feminino , Limite de Detecção , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Microscopia de Fluorescência por Excitação Multifotônica/instrumentação , Microscopia de Fluorescência por Excitação Multifotônica/normas , Neurônios/fisiologia , Razão Sinal-Ruído
13.
Gan To Kagaku Ryoho ; 48(13): 2124-2126, 2021 Dec.
Artigo em Japonês | MEDLINE | ID: mdl-35045513

RESUMO

This case pertains to a 72-year-old man who visited the emergency department with a complaint of upper abdominal pain. On examination, we suspected gastric perforation due to gastric cancer and decided to perform emergency surgery. We performed laparoscopic omentoplasty and collected #4d lymph nodes that were enlarged on CT. The pathological diagnosis was lymph node metastasis. Based on CT findings, we determined it was Bulky N. For initial management, we performed 3 preoperative chemotherapy(SOX therapy)courses and staging laparoscopy. On surgery, extensive disseminated nodules on the abdominal wall, stomach wall, and liver surface were found, and ascites cytology revealed positive findings. Therefore, we did not perform primary lesion resection. Although the disseminated nodule did not pathologically show tumor cells, CY1 was found, resulting to a diagnosis of unresectable gastric cancer. Since the tumor was HER2 3+, we initiated SOX/trastuzumab therapy. After 16 courses, staging laparoscopy was performed as the lymph nodes had shrunk significantly. The results showed no tumor cells in ascites and the disseminated nodules, and laparoscopic total gastrectomy was subsequently performed. Pathological findings showed no tumor cells in the primary lesion or lymph nodes; therefore, a diagnosis of pathological complete response was made. Currently, the patient is alive without recurrence for 6 months after surgery.


Assuntos
Laparoscopia , Neoplasias Gástricas , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Gastrectomia , Humanos , Metástase Linfática , Masculino , Neoplasias Gástricas/complicações , Neoplasias Gástricas/tratamento farmacológico , Neoplasias Gástricas/cirurgia
14.
J Neuroendovasc Ther ; 15(3): 189-194, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-37502735

RESUMO

Objective: Segmental arterial mediolysis (SAM) is a non-inflammatory and non-atherosclerotic vascular disease characterized by segmental medial defect/necrosis of muscular arteries as a result of mediolysis. SAM affects the visceral and intracranial arteries, and causes arterial dissection and aneurysm. We report a case of aneurysmal subarachnoid hemorrhage (SAH) followed by hemoperitoneum due to a ruptured visceral artery aneurysm. Case Presentation: A 54-year-old man developed SAH from a ruptured anterior communicating artery aneurysm, which was clipped on the same day. Thereafter, he was treated to prevent cerebral vasospasm. Six days after onset, he developed acute anemia and his blood pressure decreased, suggesting hemorrhagic shock. Hemoperitoneum was detected on computed tomography and abdominal angiography was performed. Irregular and stenotic arterial findings, and an unusual aneurysm with contrast stasis were found in a branch vessel from the right gastroepiploic artery. SAM was diagnosed based on the clinical course and angiographic characteristics. Endovascular treatment consisted of embolization of the visceral artery aneurysm with liquid embolic material. after embolization, the vital signs stabilized and he recovered from shock. Acute treatment for SAH was continued. Although the patient did not develop vasospasm-related sequelae, he was transferred to the rehabilitation hospital 7 weeks after onset and his modified Rankin Scale score at 3 months after onset was 2. Conclusion: Visceral artery aneurysm associated with SAM should be considered as the cause of hemoperitoneum with hemorrhagic shock during the acute phase of SAH.

15.
Ann Thorac Surg ; 111(3): 958-965, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-32763269

RESUMO

BACKGROUND: Currently, the extracardiac conduit total cavopulmonary connection (eTCPC) is the most widely used for Fontan modification worldwide. Nevertheless, there have been some cases that are difficult for performing eTCPC because of their anatomical complexity, such as apicocaval juxtaposition. For such cases, in 2002, we introduced the intra-extracardiac TCPC (ieTCPC). METHODS: We reviewed our 20-year single-center experience with 316 TCPC patients to compare eTCPC (n = 277) and ieTCPC (n = 39) in terms of mortality and morbidity. ieTCPC was indicated for the cases in which there was concern that the TCPC conduit would be too curved for ordinary eTCPC. RESULTS: Early death occurred in 1 patient and late death occurred in 15 patients. The actuarial survival rate in the eTCPC and the ieTCPC groups at 10 years were 95.1% and 100.0%, respectively. There was no significant difference in actuarial survival between eTCPC and ieTCPC patients. In the multivariate analysis, preoperative superior vena cava pressure and preoperative oxygen saturation were found to be the independent predictor for postoperative mortality. There was also no significant difference in actuarial rate of freedom from late-occurring complications between eTCPC and ieTCPC groups. In the multivariate analysis, dominant right ventricle and preoperative SVC pressure were independent predictors for late-occurring complications. CONCLUSIONS: The clinical outcomes in patients who undergo eTCPC and ieTCPC appear to be excellent, with low mortality and morbidity rates in the midterm. ieTCPC may be a good option for TCPC cases with anatomical complexity such as apicocaval juxtaposition and separated hepatic vein drainage.


Assuntos
Técnica de Fontan/métodos , Cardiopatias Congênitas/cirurgia , Artéria Pulmonar/cirurgia , Veia Cava Inferior/cirurgia , Veia Cava Superior/cirurgia , Pré-Escolar , Feminino , Seguimentos , Humanos , Lactente , Masculino , Período Pós-Operatório , Estudos Retrospectivos , Resultado do Tratamento
17.
Sensors (Basel) ; 20(17)2020 Aug 27.
Artigo em Inglês | MEDLINE | ID: mdl-32867220

RESUMO

Physical findings of auscultation cannot be quantified at the arteriovenous fistula examination site during daily dialysis treatment. Consequently, minute changes over time cannot be recorded based only on subjective observations. In this study, we sought to supplement the daily arteriovenous fistula consultation for hemodialysis patients by recording the sounds made by the arteriovenous fistula and evaluating the sounds using deep learning methods to provide an objective index. We sampled arteriovenous fistula auscultation sounds (192 kHz, 24 bits) recorded over 1 min from 20 patients. We also extracted arteriovenous fistula sounds for each heartbeat without environmental sound by using a convolutional neural network (CNN) model, which was made by comparing these sound patterns with 5000 environmental sounds. The extracted single-heartbeat arteriovenous fistula sounds were sent to a spectrogram and scored using a CNN learning model with bidirectional long short-term memory, in which the degree of arteriovenous fistula stenosis was assigned to one of five sound types (i.e., normal, hard, high, intermittent, and whistling). After 100 training epochs, the method exhibited an accuracy rate of 70-93%. According to the receiver operating characteristic (ROC) curve, the area under the ROC curves (AUC) was 0.75-0.92. The analysis of arteriovenous fistula sound using deep learning has the potential to be used as an objective index in daily medical care.


Assuntos
Fístula Arteriovenosa , Auscultação , Aprendizado Profundo , Diálise Renal , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Redes Neurais de Computação , Curva ROC
18.
Eur J Cardiothorac Surg ; 58(1): 177-185, 2020 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-32053189

RESUMO

OBJECTIVES: Patients with unbalanced pulmonary artery (PA) growth and decreased unilateral pulmonary circulation are considered unsuitable candidates for the Fontan procedure. Following our previous study on the utility of intrapulmonary-artery septation for patients with PA hypoplasia, we investigated its use in patients with pulmonary venous obstruction (PVO). METHODS: We recruited 42 patients who underwent intrapulmonary-artery septation for unilateral PA hypoplasia and/or PVO between 1998 and 2018 and classified them into no PVO or PVO group. We analysed overall survival, success of the Fontan procedure and data from catheterization and echocardiography. In PVO, we evaluated the functional lung area before the Fontan procedure and the relevance of this parameter to operative outcomes. RESULTS: The PVO and no-PVO group included 24 and 18 patients, respectively. One patient in the no-PVO and 6 patients in the PVO group died during follow-up; this difference was statistically significant (log-rank P = 0.040). In the no-PVO group, 15 (83%) patients achieved two-lung Fontan circulation. In the PVO group, 12 (50%) patients achieved two-lung Fontan circulation. Multivariate analysis revealed that functional lung area and shunt size [significantly larger in patients with functional lung area ≥50% in affected lung (P = 0.040)] were significant factors for successful two-lung Fontan procedure (P = 0.030). CONCLUSIONS: Intrapulmonary-artery septation may contribute to increase functional lung area after PVO release to establish two-lung Fontan circulation in patients with PVO who have unbalanced PA growth and/or decreased unilateral pulmonary circulation.


Assuntos
Técnica de Fontan , Cardiopatias Congênitas , Veias Pulmonares , Técnica de Fontan/efeitos adversos , Cardiopatias Congênitas/diagnóstico por imagem , Cardiopatias Congênitas/cirurgia , Humanos , Pulmão , Artéria Pulmonar/diagnóstico por imagem , Artéria Pulmonar/cirurgia , Circulação Pulmonar , Veias Pulmonares/diagnóstico por imagem , Veias Pulmonares/cirurgia
19.
Gen Thorac Cardiovasc Surg ; 68(5): 538-541, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-30875003

RESUMO

A boy with 22q11.2 deletion was diagnosed with pulmonary atresia with ventricular septal defect (PAVSD) and major aortopulmonary collateral arteries (MAPCAs). At 8 months, unifocalization of left MAPCAs and BT shunt was performed at another hospital. However, they occluded directly after surgery. An angiography revealed 2 MAPCAs supplying all segments of the right lung. Qp:Qs was 2.24. At 1 year 6 months, we performed VSD closure with unifocalization of the only right lung vascularity, using intraoperative PA flow study. We report a successful case of complete repair with unilateral lung in PAVSD and MAPCAs.


Assuntos
Aorta/cirurgia , Defeitos dos Septos Cardíacos/cirurgia , Pulmão/irrigação sanguínea , Artéria Pulmonar/cirurgia , Atresia Pulmonar/cirurgia , Aorta/anormalidades , Procedimento de Blalock-Taussig , Circulação Colateral , Síndrome de DiGeorge/complicações , Defeitos dos Septos Cardíacos/complicações , Humanos , Lactente , Recém-Nascido , Masculino , Artéria Pulmonar/anormalidades , Atresia Pulmonar/complicações
20.
Gen Thorac Cardiovasc Surg ; 68(6): 578-584, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31707553

RESUMO

BACKGROUND: Hyperkalemic cardioplegia using St. Thomas' Hospital solution No. 2 (STH2) is commonly used to protect the myocardium during surgery. Mice deficient in the myocyte channel aquaporin 7 (AQP7) show significantly reduced glycerol and ATP contents and develop obesity; however, the influence of AQP7 on cardioplegia effectiveness remains unclear. METHODS: After determining the influence of ischemic duration on cardiac function, isolated hearts of male wild-type (WT) and AQP7-knockout (KO) mice (> 13 weeks old) were aerobically Langendorff-perfused with bicarbonate buffer, and randomly allocated to the control group (25 min of global ischemia) and STH2 group (5 min of STH2 infusion before 20 min of global ischemia, followed by 60 min of reperfusion). RESULTS: Final recovery of left ventricular developed pressure (LVDP) of WT and AQP7-KO hearts in the control group was 24.5 ± 12.4% and 20.6 ± 8.4%, respectively, which were significantly lower than those of the STH2 group (96.4 ± 12.7% and 92.9 ± 27.6%). Troponin T levels of WT and AQP-KO hearts significantly decreased in the STH2 groups (142.9 ± 27.2 and 219.9 ± 197.3) compared to those of the control (1725.0 ± 768.6 and 1710 ± 819.9). CONCLUSIONS: AQP7 was not involved in the protective efficacy of STH2 in this mouse model, suggesting its clinical utility even in complications of metabolic disease.


Assuntos
Aquaporinas/genética , Soluções Cardioplégicas/administração & dosagem , Parada Cardíaca Induzida , Traumatismo por Reperfusão Miocárdica/prevenção & controle , Animais , Feminino , Ventrículos do Coração/fisiopatologia , Hiperpotassemia/induzido quimicamente , Masculino , Camundongos , Camundongos Knockout , Traumatismo por Reperfusão Miocárdica/metabolismo , Traumatismo por Reperfusão Miocárdica/fisiopatologia , Miocárdio/metabolismo , Distribuição Aleatória , Troponina T/metabolismo
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