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1.
Surgery ; 176(1): 137-147, 2024 Jul.
Article En | MEDLINE | ID: mdl-38734502

BACKGROUND: Despite the Barcelona Clinic Liver Cancer system discouraging hepatectomy for intermediate/advanced hepatocellular carcinoma, the procedure is still performed worldwide, particularly in Asia. This study aimed to develop and validate nomograms for predicting survival and recurrence for these patients. METHODS: We analyzed patients who underwent curative-intent hepatectomy for intermediate/advanced hepatocellular carcinoma between 2010 and 2020 across 3 Chinese hospitals. The Eastern Hepatobiliary Surgery Hospital cohort was used as the training cohort for the nomogram construction, and the Jilin First Hospital and Fujian Mengchao Hepatobiliary Hospital cohorts served as the external validation cohorts. Independent preoperative predictors for survival and recurrence were identified through univariable and multivariable Cox regression analyses. Predictive accuracy was measured using the concordance index and calibration curves. The predictive performance between nomograms and conventional hepatocellular carcinoma staging systems was compared. RESULTS: A total of 1,328 patients met the inclusion criteria. The nomograms for predicting survival and recurrence were developed using 10 and 6 independent variables, respectively. Nomograms' concordance indices in the training cohort were 0.777 (95% confidence interval 0.759-0.800) and 0.719 (95% confidence interval 0.697-0.742) for survival and recurrence, outperforming 4 conventional staging systems (P < .001). Nomograms accurately stratified risk into low, intermediate, and high subgroups. These results were validated well by 2 external validation cohorts. CONCLUSION: We developed and validated nomograms predicting survival and recurrence for patients with intermediate/advanced hepatocellular carcinoma, contradicting Barcelona Clinic Liver Cancer surgical guidelines. These nomograms may facilitate clinicians to formulate personalized surgical decisions, estimate long-term prognosis, and strategize neoadjuvant/adjuvant anti-recurrence therapy.


Carcinoma, Hepatocellular , Hepatectomy , Liver Neoplasms , Neoplasm Recurrence, Local , Neoplasm Staging , Nomograms , Humans , Liver Neoplasms/surgery , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Carcinoma, Hepatocellular/surgery , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Male , Female , Middle Aged , Neoplasm Recurrence, Local/epidemiology , Retrospective Studies , Aged , Adult
2.
Am J Surg ; 2024 May 09.
Article En | MEDLINE | ID: mdl-38777717

BACKGROUND: The burgeoning demand for hepatectomy in elderly patients with hepatocellular carcinoma (HCC) necessitates improved perioperative care. Geriatric populations frequently experience functional decline and frailty, predisposing them to adverse postoperative outcomes. The Barthel Index serves as a reliable measure for assessing functional capacity, and this study evaluates its impact on surgical textbook outcomes (TOs) in elderly HCC patients. METHODS: A multicenter retrospective cohort study analyzed elderly patients (≥70 years) following hepatectomy for HCC between 2013 and 2021. Utilizing a Barthel Index cut-off value of 85, patients were divided into two groups: with and without preoperative functional decline and frailty. The primary outcome was the rate of TO, encompassing seven criteria. TO rates were compared between groups, and multivariate logistic regression analyses identified independent risks for achieving TOs. RESULTS: Of 497 elderly patients, 157 (31.6 â€‹%) exhibited preoperative functional decline and frailty (Barthel Index score <85). The overall TO rate was 58.6 â€‹%. Patients with preoperative Barthel Index score <85 had significantly lower TO rates compared to patients with score ≥85 (29.3 â€‹% vs. 72.1 â€‹%, P â€‹< â€‹0.001). Multivariate analysis revealed preoperative Barthel Index score <85 as an independent risk for achieving TO (odds ratio 3.413, 95 â€‹% confidence interval 1.879-6.198, P â€‹< â€‹0.001). Comparable results were observed in the subgroups of patients undergoing open and laparoscopic hepatectomy. CONCLUSION: Preoperative Barthel Index-based assessment of functional decline and frailty significantly predicts TOs following hepatectomy in elderly HCC patients, enabling identification of high-risk patients and informing preoperative management and postoperative care within geriatric oncology.

3.
Cancer Sci ; 2024 May 02.
Article En | MEDLINE | ID: mdl-38695305

Hepatocellular carcinoma (HCC), the most prevalent malignancy of the digestive tract, is characterized by a high mortality rate and poor prognosis, primarily due to its initial diagnosis at an advanced stage that precludes any surgical intervention. Recent advancements in systemic therapies have significantly improved oncological outcomes for intermediate and advanced-stage HCC, and the combination of locoregional and systemic therapies further facilitates tumor downstaging and increases the likelihood of surgical resectability for initially unresectable cases following conversion therapies. This shift toward high conversion rates with novel, multimodal treatment approaches has become a principal pathway for prolonged survival in patients with advanced HCC. However, the field of conversion therapy for HCC is marked by controversies, including the selection of potential surgical candidates, formulation of conversion therapy regimens, determination of optimal surgical timing, and application of adjuvant therapy post-surgery. Addressing these challenges and refining clinical protocols and research in HCC conversion therapy is essential for setting the groundwork for future advancements in treatment strategies and clinical research. This narrative review comprehensively summarizes the current strategies and clinical experiences in conversion therapy for advanced-stage HCC, emphasizing the unresolved issues and the path forward in the context of precision medicine. This work not only provides a comprehensive overview of the evolving landscape of treatment modalities for conversion therapy but also paves the way for future studies and innovations in this field.

4.
Ann Surg Oncol ; 31(3): 1812-1822, 2024 Mar.
Article En | MEDLINE | ID: mdl-38038790

BACKGROUND: Hepatic pedicle clamping (HPC) is frequently utilized during hepatectomy to reduce intraoperative bleeding and diminish the need for intraoperative blood transfusion (IBT). The long-term prognostic implications of HPC following hepatectomy for hepatocellular carcinoma (HCC) remain under debate. This study aims to elucidate the association between HPC and oncologic outcomes after HCC resection, stratified by whether IBT was administered. PATIENTS AND METHODS: Prospectively collected data on patients with HCC who underwent curative resection from a multicenter database was studied. Patients were stratified into two cohorts on the basis of whether IBT was administered. The impact of HPC on long-term overall survival (OS) and recurrence-free survival (RFS) between the two cohorts was assessed by univariable and multivariable Cox regression analyses. RESULTS: Of 3362 patients, 535 received IBT. In the IBT cohort, using or not using HPC showed no significant difference in OS and RFS outcomes (5-year OS and RFS rates 27.9% vs. 24.6% and 13.8% vs. 12.0%, P = 0.810 and 0.530). However, in the non-IBT cohort of 2827 patients, the HPC subgroup demonstrated significantly decreased OS (5-year 45.9% vs. 56.5%, P < 0.001) and RFS (5-year 24.7% vs. 33.3%, P < 0.001) when compared with the subgroup without HPC. Multivariable Cox regression analysis identified HPC as an independent risk factor of OS and RFS [hazard ratios (HR) 1.16 and 1.12, P = 0.024 and 0.044, respectively] among patients who did not receive IBT. CONCLUSIONS: The impact of HPC on the oncological outcomes following hepatectomy for patients with HCC differed significantly whether IBT was administered, and HPC adversely impacted on long-term survival for patients without receiving IBT during hepatectomy.


Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/surgery , Hepatectomy , Liver Neoplasms/surgery , Constriction , Retrospective Studies , Prognosis , Blood Transfusion
5.
Ultrason Sonochem ; 101: 106662, 2023 Dec.
Article En | MEDLINE | ID: mdl-37918292

In this study, we developed an ultrasound-assisted alkaline method for extracting black soldier fly larvae protein (BSFLP). The effects of ultrasound-assisted extraction on the nutritional value, structural characteristics, and techno-functional properties of BSFLP were compared with those using the conventional hot alkali method. The results showed that ultrasound-assisted extraction significantly increased the extraction ratio of BSFLP from 55.40% to 80.37%, but reduced the purity from 84.19% to 80.75%. The BSFLP extracted by ultrasound-assisted extraction met the amino acid requirements for humans proposed by the Food and Agriculture Organization in 2013, and ultrasound-assisted extraction did not alter the limiting amino acids of the BSFLP. The ultrasound-assisted extraction increased the in vitro protein digestibility from 82.97% to 99.79%. Moreover, ultrasound-assisted extraction obtained BSFLP with a more ordered secondary structure and more loosely porous surface morphology, without breaking the peptide bonds. By contrast, the conventional hot alkaline method hydrolyzed BSFLP into smaller fragments. The effect of ultrasound-assisted extraction on the structure of BSFLP improved the solubility and emulsion capacity of BSFLP, but reduced its foaming properties. In conclusion, the results of this study suggest that ultrasound-assisted alkaline extraction could be a suitable method for extracting BSFLP and improving its nutritional value, and structural and functional properties. The findings obtained in this study could promote the wider application of BSFLP in food industry.


Diptera , Animals , Humans , Larva , Amino Acids/metabolism , Food , Nutritive Value
7.
Hepatobiliary Pancreat Dis Int ; 22(6): 632-638, 2023 Dec.
Article En | MEDLINE | ID: mdl-35331650

BACKGROUND: Endoscopic ultrasound-guided fine-needle biopsy (EUS-FNB) is a widely used modality for acquiring various target samples, but its efficacy in gallbladder masses is unknown. The aim of this retrospective study was to evaluate the efficacy and safety of EUS-FNB in patients with gallbladder masses. METHODS: The study samples were composed of patients from March 2015 to July 2019 who needed to identify the nature of gallbladder masses through EUS-FNB. The outcomes of this study were the adequacy of specimens, diagnostic yields, technical feasibility, and adverse events of the EUS-FNB in gallbladder masses. RESULTS: A total of 27 consecutive patients with a median age of 58 years were included in this study. The 22-gauge FNB needle was feasible in all lesions. The median follow-up period of the patients was 294 days. The specimens sufficient for diagnosis account for 89% (24/27) and 93% (25/27) in cytology and histology, respectively. The overall diagnostic yields for malignancy showed the sensitivity, specificity, positive predictive value, negative predictive value, and accuracy were 95.45% [95% confidence interval (CI): 75.12%-99.76%], 100% (95% CI: 46.29%-100%), 100% (95% CI: 80.76%-100%), 83.33% (95% CI: 36.48%-99.12%), and 96.30% (95% CI: 80.20%-99.99%), respectively. The subgroup analysis revealed that FNB could obtain sufficient specimens and high diagnostic yields in both gallbladder mass < 20.5 mm group and ≥ 20.5 mm group. One patient experienced mild abdominal pain after the procedure and recovered within one day. CONCLUSIONS: EUS-FNB is a reasonable diagnostic tool for the pretreatment diagnosis of patients with gallbladder masses, especially for patients who may miss the opportunity of surgery and need sufficient specimens to identify the pathological type so as to determine chemotherapy regimens. Further large-scale studies are needed to confirm our conclusion.


Endoscopic Ultrasound-Guided Fine Needle Aspiration , Pancreatic Neoplasms , Humans , Middle Aged , Endoscopic Ultrasound-Guided Fine Needle Aspiration/adverse effects , Endoscopic Ultrasound-Guided Fine Needle Aspiration/methods , Retrospective Studies , Gallbladder/diagnostic imaging , Gallbladder/pathology , Image-Guided Biopsy , Predictive Value of Tests , Pancreatic Neoplasms/pathology
8.
Front Immunol ; 14: 1322233, 2023.
Article En | MEDLINE | ID: mdl-38268916

Background & aims: The effectiveness of adjuvant immunotherapy to diminish recurrence and improve long-term prognosis following curative-intent surgical resection for hepatocellular carcinoma (HCC) is of increased interest, especially among individuals at high risk of recurrence. The objective of the current study was to investigate the impact of adjuvant immunotherapy on long-term recurrence and survival after curative resection among patients with intermediate/advanced HCC. Methods: Using a prospectively-collected multicenter database, patients who underwent curative-intent resection for Barcelona Clinic Liver Cancer (BCLC) stage B/C HCC were identified. Propensity score matching (PSM) analysis was used to compare recurrence-free survival (RFS) and overall survival (OS) between patients treated with and without adjuvant immune checkpoint inhibitors (ICIs). Multivariate Cox-regression analysis further identified independent factors of RFS and OS. Results: Among the 627 enrolled patients, 109 patients (23.3%) received adjuvant immunotherapy. Most ICI-related adverse reactions were grading I-II. PSM analysis created 99 matched pairs of patients with comparable baseline characteristics between patients treated with and without adjuvant immunotherapy. In the PSM cohort, the median RFS (29.6 vs. 19.3 months, P=0.031) and OS (35.1 vs. 27.8 months, P=0.036) were better among patients who received adjuvant immunotherapy versus patients who did not. After adjustment for other confounding factors on multivariable analyzes, adjuvant immunotherapy remained independently associated with favorable RFS (HR: 0.630; 95% CI: 0.435-0.914; P=0.015) and OS (HR: 0.601; 95% CI: 0.401-0.898; P=0.013). Subgroup analyzes identified potentially prognostic benefits of adjuvant immunotherapy among patients with intermediate-stage and advanced-stage HCC. Conclusion: This real-world observational study demonstrated that adjuvant immunotherapy was associated with improved RFS and OS following curative-intent resection of intermediate/advanced HCC. Future randomized controlled trials are warranted to establish definitive evidence for this specific population at high risks of recurrence.


Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/surgery , Liver Neoplasms/surgery , Adjuvants, Immunologic , Adjuvants, Pharmaceutic , Immunotherapy
9.
J Med Chem ; 2022 Jul 19.
Article En | MEDLINE | ID: mdl-35852796

Inhibition of autophagy has been widely viewed as a promising strategy for anticancer therapy. However, few effective and specific autophagy inhibitors have been reported. Herein, we described the design, synthesis, and biological characteristics of new analogues of strigolactones (SLs), an emerging class of plant hormones, against colorectal cancers. Among them, an enantiopure analogue 6 exerted potent and selective cytotoxicity against colorectal cancer cells, but not normal human colon mucosal epithelial cells, which were further confirmed by the plate colony formation assay. Moreover, it significantly inhibited tumor growth in an HCT116 xenograft mouse model with low toxicity. Mechanistically, it is associated with selective induction of cell apoptosis and cell cycle arrest. Remarkably, 6 acted as a potent autophagy/mitophagy inhibitor by selectively increasing the autophagic flux while blocking the autophagosome-lysosome fusion in HCT116 cells. This study features stereo-defined SLs as novel autophagy inhibitors with high cancer cell specificity, which paves a new path for anticolorectal cancer therapy.

11.
Int J Ophthalmol ; 14(6): 875-880, 2021.
Article En | MEDLINE | ID: mdl-34150543

AIM: To observe whether silicone oil (SO) tamponade could decrease macular perfusion after retinal detachment repair. METHODS: A prospective observational case-control study. Patients diagnosed with primary macular off rhegmatogenous retinal detachment undergoing successful retinal repair surgery with vitrectomy were strictly selected. Optical coherence tomography angiography findings were compared between SO and air tamponade groups. Two postoperative visiting points were set (1 and 3mo). RESULTS: Totally 29 patients (29 eyes) were enrolled. Twenty cases had SO tamponade while 9 cases were with air tamponade. At the first visiting point, superficial parafoveal vessel density (PFSVD) significantly decreased in the SO group (P=0.0403), especially in the superior quadrant or superior-hemi area (P=0.0089, 0.0426, respectively). Parafoveal deep vessel density (PFDVD) had no difference between the two groups. At the second visiting point, all quadrants of PFSVD reduced significantly in the SO group (P=0.0256, 0.0001, 0.0031, <0.0001 in temporal, superior, nasal, and inferior area, respectively), but PFDVD remained no different. In the air group, all areas of PFSVD showed significantly improving from the first visit to the second one (P=0.0324, 0.0001, 0.0371, 0.0026, in temporal, superior, nasal, and inferior area, respectively); however, almost all quadrants of PFDVD showed no changes during this period. In the SO group, both PFSVD and PFDVD showed no obvious changes between the two visiting points. Besides, parafoveal full retinal thickness in the SO group reduced significantly at both visiting points over the air tamponade, while the foveal avascular zone area showed no difference in the two groups. CONCLUSION: After retinal detachment surgery with vitrectomy and SO tamponade, superficial macular perfusion and full retinal thickness could decrease obviously when compared to air tamponade. This reduction process could persist throughout the tamponade period.

12.
Zhongguo Shi Yan Xue Ye Xue Za Zhi ; 29(1): 213-216, 2021 Feb.
Article Zh | MEDLINE | ID: mdl-33554822

OBJECTIVE: To detect serum hepcidin and erythroferrone levels in child-bearing women with iron deficiency anemia (IDA), and to investigate the association between them and iron status parameters. METHODS: The study consisted of 65 child-bearing women (35 with iron deficiency anemia and 30 age-matched healthy women). The levels of serum iron were detected by using automated chemistry analyzer, the contents of serum ferritin were detected by electrochemiluminescence immunoassay, and the levels of serum erythroferrone and hepcidin were detected by specific enzyme-linked immunosorbent assay (ELISA) kit. The quantitative variables between two groups were compared and analyzed by SPSS22.0 software. Spearman correlation was used to detect correlation between the parameters. RESULTS: The levels of Hb, serum iron, ferritin and transferrin saturation were significantly decreased in IDA patients as compared with in control group (P<0.001). Serum hepcidin levels in IDA patients were significant lower than those in control group (P<0.001). Serum erythroferrone levels slightly increased in IDA group (P>0.05). In IDA patients, serum hepcidin concentrations were positively correlated with hemoglobin concentration, serum iron, serum ferritin and transferrin saturation (r=0.448, r=0.496, r=0.754, r=0.491). But, serum erythroferrone concentrations showed no correlation with hemoglobin concentration, serum iron, serum ferritin, transferrin saturation and hepcidin (P>0.05). CONCLUSION: Serum hepcidin levels were significantly decreased in child-bearing women with IDA, but the serum erythroferrone levels were not obviously different between two groups, suggesting that serum erythroferrone may be not involved in the regulation of iron metabolism in child-bearing women with mild and moderate IDA.


Anemia, Iron-Deficiency , Hepcidins , Child , Enzyme-Linked Immunosorbent Assay , Female , Ferritins , Humans , Iron/metabolism
13.
Biomed Pharmacother ; 133: 111064, 2021 Jan.
Article En | MEDLINE | ID: mdl-33378966

COVID-19 is a pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Early reported symptoms include fever, cough, and respiratory symptoms. There were few reports of digestive symptoms. However, with COVID-19 spreading worldwide, symptoms such as vomiting, diarrhoea, and abdominal pain have gained increasing attention. Research has found that angiotensin-converting enzyme 2 (ACE2), the SARS-CoV-2 receptor, is strongly expressed in the gastrointestinal tract and liver. Whether theoretically or clinically, many studies have suggested a close connection between COVID-19 and the digestive system. In this review, we summarize the digestive symptoms reported in existing research, discuss the impact of SARS-CoV-2 on the gastrointestinal tract and liver, and determine the possible mechanisms and aetiology, such as cytokine storm. In-depth exploration of the relationship between COVID-19 and the digestive system is urgently needed.


COVID-19/complications , Gastrointestinal Diseases/etiology , Liver Diseases/etiology , Pandemics , SARS-CoV-2/pathogenicity , Angiotensin-Converting Enzyme 2/metabolism , Anorexia/etiology , Antiviral Agents/adverse effects , Bile Ducts/metabolism , Bile Ducts/virology , COVID-19/epidemiology , COVID-19/immunology , COVID-19/pathology , Chemical and Drug Induced Liver Injury/etiology , Comorbidity , Cytokine Release Syndrome/etiology , Cytopathogenic Effect, Viral , Gastrointestinal Diseases/epidemiology , Gastrointestinal Microbiome , Gastrointestinal Tract/metabolism , Gastrointestinal Tract/pathology , Gastrointestinal Tract/virology , Humans , Immunosuppressive Agents/adverse effects , Liver/metabolism , Liver/pathology , Liver/virology , Liver Diseases/epidemiology , Liver Transplantation , Non-alcoholic Fatty Liver Disease/etiology , Non-alcoholic Fatty Liver Disease/pathology , Non-alcoholic Fatty Liver Disease/virology , Postoperative Complications , Receptors, Virus/metabolism
14.
Biomarkers ; 25(3): 260-267, 2020 May.
Article En | MEDLINE | ID: mdl-32141338

Background: The number of patients suffering from coronary heart disease with cancer is rising. There is scarce evidence concerning the biomarkers related to prognosis among patients undergoing percutaneous coronary intervention (PCI) with cancer. Thus, the aim of this study was to investigate the association between red blood cell distribution width (RDW) and prognosis in this population.Methods: A total of 172 patients undergoing PCI with previous history of cancer were enrolled in this retrospective study. The endpoint was long-term all-cause mortality. According to tertiles of RDW, the patients were classified into three groups: Tertile 1 (RDW <12.8%), Tertile 2 (RDW ≥12.8% and <13.5%) and Tertile 3 (RDW ≥13.5%).Results: During an average follow-up period of 33.3 months, 29 deaths occurred. Compared with Tertile 3, mortality of Tertile 1 and Tertile 2 was significantly lower in the Kaplan-Meier analysis. In multivariate Cox regression analysis, RDW remained an independent risk factor of mortality (HR: 1.938, 95% CI: 1.295-2.655, p < 0.001). The all-cause mortality in Tertile 3 was significantly higher than that in Tertile 1 (HR: 5.766; 95% CI: 1.426-23.310, p = 0.014).Conclusions: An elevated RDW level (≥13.5%) was associated with long-term all-cause mortality among patients undergoing PCI with previous history of cancer.


Biomarkers/blood , Coronary Disease/surgery , Erythrocyte Indices , Erythrocytes/metabolism , Neoplasms/complications , Percutaneous Coronary Intervention/methods , Aged , Coronary Disease/complications , Coronary Disease/mortality , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Retrospective Studies , Risk Factors , Survival Rate
15.
Spectrochim Acta A Mol Biomol Spectrosc ; 228: 117825, 2020 Mar 05.
Article En | MEDLINE | ID: mdl-31767415

Hypochlorous/hypochlorite (HClO/ClO-), one of the most important signal molecule, plays a crucial role in many cellular signaling pathways. It is reported that the HClO/ClO- level in mitochondria is important to maintain the normal mitochondrial function. Herein, we present two simple fluorescent probes BAC and mitochondria-targeting fluorescent probe TACB for the detection of ClO-. Probes BAC &TACB could be sensitively and selectivity detecting ClO- at the nanomolar levels with the detection limit of 1.64 × 10-9 M and 9.86 × 10-8 M, respectively. Additionally, probes BAC &TACB with the response unit of CO moiety could selectively detect ClO- over other various analytes such as anions, metal ions and OH, 1O2, H2O2. The response time of probe TACB for ClO- (<20 s), implying that it could offer a real-time analytical assay of ClO-. Finally, probe BAC was used for monitoring the ClO- in HEK293T cells and probe TACB could be utilized to track the fluctuations of exogenous ClO- levels in the mitochondria of Hela cells.


Fluorescent Dyes/chemistry , Hypochlorous Acid/analysis , Mitochondria/chemistry , Coumarins/chemistry , HEK293 Cells , HeLa Cells , Humans , Hydrogen Peroxide/chemistry , Hydrolysis , Ions , Lactones/chemistry , Metals/chemistry , Optical Imaging , Oxygen/chemistry , Spectrometry, Mass, Electrospray Ionization , Spectrophotometry, Ultraviolet
16.
Biomed Eng Online ; 18(1): 92, 2019 Sep 04.
Article En | MEDLINE | ID: mdl-31484584

BACKGROUND: Sleep problem or disturbance often exists in pain or neurological/psychiatric diseases. However, sleep scoring is a time-consuming tedious labor. Very few studies discuss the 5-stage (wake/NREM1/NREM2/transition sleep/REM) automatic fine analysis of wake-sleep stages in rodent models. The present study aimed to develop and validate an automatic rule-based classification of 5-stage wake-sleep pattern in acid-induced widespread hyperalgesia model of the rat. RESULTS: The overall agreement between two experts' consensus and automatic scoring in the 5-stage and 3-stage analyses were 92.32% (κ = 0.88) and 94.97% (κ = 0.91), respectively. Standard deviation of the accuracy among all rats was only 2.93%. Both frontal-occipital EEG and parietal EEG data showed comparable accuracies. The results demonstrated the performance of the proposed method with high accuracy and reliability. Subtle changes exhibited in the 5-stage wake-sleep analysis but not in the 3-stage analysis during hyperalgesia development of the acid-induced pain model. Compared with existing methods, our method can automatically classify vigilance states into 5-stage or 3-stage wake-sleep pattern with a promising high agreement with sleep experts. CONCLUSIONS: In this study, we have performed and validated a reliable automated sleep scoring system in rats. The classification algorithm is less computation power, a high robustness, and consistency of results. The algorithm can be implanted into a versatile wireless portable monitoring system for real-time analysis in the future.


Signal Processing, Computer-Assisted , Sleep Stages , Animals , Automation , Electroencephalography , Hyperalgesia/physiopathology , Polysomnography , Rats , Wakefulness
17.
Rev Sci Instrum ; 87(9): 094501, 2016 Sep.
Article En | MEDLINE | ID: mdl-27782586

In the measurement of the gravitational constant G with angular acceleration method, the accurate estimation of the amplitude of the useful angular acceleration generated by source masses depends on the effective subtraction of the spurious gravitational signal caused by room fixed background masses. The gravitational background signal is of time-varying frequency, and mainly consists of the prominent fundamental frequency and second harmonic components. We propose an improved correlation method to estimate the amplitudes of the prominent components of the gravitational background signal with high precision. The improved correlation method converts a sinusoidal signal with time-varying frequency into a standard sinusoidal signal by means of the stretch processing of time. Based on Gaussian white noise model, the theoretical result shows the uncertainty of the estimated amplitude is proportional to σNT, where σ and N are the standard deviation of noise and the number of the useful signal period T, respectively.

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