Dexmedetomidine has sedative, anxiolytic, analgesic, anti-sympathetic, and anti-shivering effects. Dexmedetomidine might be effective in combination with sevoflurane for anesthesia, but prospective randomized controll...Dexmedetomidine has sedative, anxiolytic, analgesic, anti-sympathetic, and anti-shivering effects. Dexmedetomidine might be effective in combination with sevoflurane for anesthesia, but prospective randomized controlled clinical trials with which to verify this hypothesis are lacking. In total, 120 patients who underwent embolization of an intracranial aneurysm were recruited from Anhui Provincial Hospital and Renmin Hospital of Wuhan University of China and randomly allocated to two groups. After intraoperative administration of 2% to 3% sevoflurane inhalation, one group of patients received pump-controlled intravenous injection of 1.0 ~tg/kg dexmedetomidine for 15 minutes followed by maintenance with 0.3 ~tg/kg/h until the end of surgery; the other group of patients only underwent pump-controlled infusion of saline. Bispectral index monitoring revealed that dexmedetomidine-assisted anesthesia can shorten the recovery time of spon- taneous breathing, time to eye opening, and time to laryngeal mask removal. Before anesthetic induction and immediately after laryngeal mask airway removal, the glucose and lactate levels were low, the S100~ and neuron-specific enolase levels were low, the perioperative blood pressure and heart rate were stable, and postoperative delirium was minimal. These findings indicate that dexmedetomidine can effectively assist sevoflurane for anesthesia during surgical embolization of intracranial aneurysms, shorten the time to consciousness and extubation, reduce the stress response and energy metabolism, stabilize hemodynamic parameters, and reduce adverse reactions, thereby reducing the damage to the central nervous system. This trial was registered at the Chinese Clinical Trial Registry （http：//www.chictr.org. cn/） （registration number： ChiCTR-IPR- 16008113）.展开更多
Background Although etomidate is associated with very few cardiovascular side-effects and minimal histamine release it has a less inhibitory effect on the pharyngolaryngeal reflex. Hence, blunting the responses to end...Background Although etomidate is associated with very few cardiovascular side-effects and minimal histamine release it has a less inhibitory effect on the pharyngolaryngeal reflex. Hence, blunting the responses to endotracheal intubation is more dependent of opioids for etomidate-based anesthetic induction. This prospective, randomized, double-blinded study was designed to investigate the effects of low dose remifentanil, fentanyl or sufentanil on etomidate induction with respect to hemodynamics, conscious level changes and drug consumption. Methods Ninety unpremedicated and normotensive patients with American Society of Anesthesiologists （ASA） physical status I or II undergoing elective major abdominal surgery were randomly assigned in a double blinded fashion to each of the three groups： groups F, R and S. A bolus dose of fentanyl 1μg/kg, sufentanil 0.1 μg/kg or remifentanil 1 1 μg/kg was given over 60 seconds in groups F, S and R, respectively. In each instance this loading dose was followed by a continuous infusion （0.1, 0.01 or 0.1 μg·kg^-1·min^-1 of fentanyl, sufentanil or remifentanil, respectively）. After 5 minutes from start of opioid infusion, etomidate was titrated at a rate of 20 mg/min to a decrease in bispectral index （BIS） to 50. The time from administration of etomidate to loss of eyelash reflex or to a decrease in BIS to 50 was recorded. The blood pressure and heart rate were also recorded at different five time points. The average maximum percent changes of systolic blood pressure （Imaximal or minimal measuring value-baselinel/baselinex100%） were calculated. Results The time and the dosage of etomidate necessary to loss consciousness were greater in group F （（70.0±15.6） seconds; （0.35±0.05） mg/kg） than in groups S （（52.3±15.9） seconds; （0.26±0.06） mg/kg） and R （（56.2±20.2） seconds; （0.27±0.07） mg/kg） （P 〈0.01）. The three groups took similar time and amount of etomidate to achieve an adequate depth anesthesia （BIS=50）. Th展开更多
Background Awareness is a serious complication of general anesthesia. In China, the incidence of intraoperative awareness was 1% in patients undergoing total intravenous anesthesia （TIVA）. In this study, we compared...Background Awareness is a serious complication of general anesthesia. In China, the incidence of intraoperative awareness was 1% in patients undergoing total intravenous anesthesia （TIVA）. In this study, we compared the incidence of awareness between Bispectral index （BIS）-guided and routine TIVA protocol and evaluated the effect of BIS on preventing awareness. Methods A prospective, randomized, double-blinded, multicenter controlled trial was performed. Patients （〉18 years of age） undergoing TIVA were randomly divided into BIS-guided group （Group A, BIS was monitored and recommended to maintain between 40-60） and control group （Group B, BIS was monitored but the screen was covered）. The intraoperative BIS values were downloaded and the BIS trends of confirmed awareness cases were analyzed to determine whether light anesthesia existed. Results Of the total 5228 patients, 2919 patients were assigned to Group A and 2309 to Group B. Four cases of confirmed awareness （0.14%） were reported in the BIS-guided group and 15 （0.65%） in the control group （P=-0.002, OR=0.21, 95% confidence intervals： 0.07-0.63）. The incidence of possible awareness （0.14% vs. 0.26%, P=0.485） and dreaming （3.1% vs. 3.1%, P=0.986） was comparable between BIS-guided group and the control group. Among the 19 confirmed awareness cases, intraoperative BIS trends of six cases were downloaded and identified. Five of them showed signs of light anesthesia as BIS 〉60 and lasted 19-106 minutes, whereas one case had a stable BIS trend and the values were within 60 during the operation. Another five awareness cases were reviewed for anesthesia procedures, of which improper light anesthesia were confirmed. Conclusions BIS-guided TIVA （BIS was recommended to maintain between 40-60） decreased the risk of awareness compared with routine TIVA. The main reason for awareness was light anesthesia.展开更多
BACKGROUND: The bispectral(BIS) index is a processed electroencephalogram(EEG) parameter with extensive validation and demonstrated clinical utility. The study aimed to investigate the correlation between the BIS inde...BACKGROUND: The bispectral(BIS) index is a processed electroencephalogram(EEG) parameter with extensive validation and demonstrated clinical utility. The study aimed to investigate the correlation between the BIS index and the prognosis of patients with coma in the ICU.METHODS: A total of 208 patients with coma in the ICU were enrolled in this study. According to the BIS value, the patients were divided into four groups: group I, BIS value 0 to 20; group II, BIS value 21 to 40; group III, BIS value 41 to 60; and group IV, BIS value greater than 60. The difference in BIS values with the differences in prognosis of patients with coma was compared between the four groups, and the prognosis of patients with coma was stratified into consciousness, coma, vegetative state, and brain death. Subsequently, the best cut-off score of BIS values calculated for determining the correlation between BIS value and mental state was proposed.RESULTS: There are no significant differences in the age and APACHE II scores between the four groups(P>0.05). An inverse correlation was observed between BIS value and mental state(r= –0.749, P=0.00). According to the ROC curve, as BIS value was greater than 42.5, there were higher sensitivity and specificity in conscious-coma patients.CONCLUSION: BIS value is correlated with the prognosis of patients with coma in ICU, and BIS value can be a useful marker for estimating the prognosis of comatose patients.展开更多
Background：In this prospective randomized study,we compared the predicted blood and effect-site C50 for propofol and remifentanil target-controlled infusion （TCI） and the bispectral index （BIS） values at loss of ...Background：In this prospective randomized study,we compared the predicted blood and effect-site C50 for propofol and remifentanil target-controlled infusion （TCI） and the bispectral index （BIS） values at loss of consciousness （LOC） and response to a standard noxious painful stimulus （LOS） in elderly and young patients,respectively.We hypothesized that the elderly patients will require lower target concentration of both propofol and remifentanil at above two clinical end-points.Methods：There were 80 American Society of Anesthesiologists （ASA） physical status Ⅰ Ⅱ unpremedicated patients enrolled in this study,they were divided into elderly group （age ≥65 years,n =40） and young group （aged 18-54 years,n =40）.Propofol was initially given to a predicted blood concentration of 1.2 μg/ml and thereafter increased by 0.3 μg/ml every 30 s until Observer＇s Assessment of Alertness and Sedation score was 1.The propofol level was kept constant,and remifentanil was given to provide a predict blood concentration of 2.0 ng/ml,and then increased by 0.3 ng/ml every 30 s until loss of response to a tetanic stimulus.BIS （version 3.22,BIS Quattro sensor） was also recorded.Results：In elderly group,the propofol effect-site C50 at LOC of was 1.5 （1.4-1.6） μg/ml,was significantly lower than that of young group,which was 2.2 （2.1-2.3） μg/ml,the remifentanil effect-site C50 at LOS was 3.5 （3.3-3.7） ng/ml in elderly patients,was similar with 3.7 （3.6-3.8） ng/ml in young patients.Fifty percent of patients lost consciousness at a BIS value of 57.3 （56.4-58.1）,was similar with that of young group,which was 55.2 （54.0-56.3）.Conclusion：In elderly patients,the predicted blood and effect-site concentrations of propofol at LOC were lower than that of young patients.At same sedation status,predicted blood and effect-site concentrations of remifentanil required at LOS were similar in elderly and young patients.BIS were not affected by age.Low-propofol/high-opioid may be option展开更多
Background Wavelet index （WLI） is a new parameter for monitoring depth of anesthesia based on Wavelet analysis. We observed the change of WLI and bispectral index （BIS） in patients regain of consciousness （ROC） ...Background Wavelet index （WLI） is a new parameter for monitoring depth of anesthesia based on Wavelet analysis. We observed the change of WLI and bispectral index （BIS） in patients regain of consciousness （ROC） in the absence of frontalis electromyographic （EMG） interference. The aim of this study was to compare the ability of WLI and BIS for reflecting ROC in patients undergone surgery. Methods Twelve patients who were scheduled for maxillofacial surgeries were enrolled in the study. BIS and WLI values were monitored continually. After being given midazolam and remifentanil, patients were asked to squeeze the investigator＇s hand ever 30 seconds. Patients were continuously given propofol until loss of consciousness （LOC1）. Tunstalrs isolated forearm technique was used to test the surgical consciousness in patients. After total muscle relaxation endotracheal intubations were performed, and the patients were connected to a ventilator. Then, propofol was withdrawn until the patients showed regain of consciousness （ROC1） and an awareness reaction. After the command test, patients were readministered with propofol until loss of consciousness （LOC2）. After surgery, all of the sedatives were withdrawn, and the patients were let to regain consciousness （ROC2）, Results The BIS values of twelve patients at ROC1 after using muscle relaxant were much lower than those at LOC1 and ROC2 without using muscle relaxant, showing statistical significance （P 〈0.05）. Meanwhile, the WLI values of twelve patients at ROC1 after using muscle relaxant were much higher than those at LOC1 and equal to ROC2 without using muscle relaxant, showing statistical significances （P 〈0.05） between ROC1 and LOCI. Conclusions This study showed that under muscle relaxation or facial paralysis, when there is no EMG signal, BIS can not accurately reflect regain of consciousness in surgical patients, but WLI can reflect it accurately. So WLI may have advantages for reflecting state of consciousness in surgical p展开更多
Objective To study the effect of gender and ages on predict blood and effect-site EC50 for propofol and remifentanil TCI and bispectral index at loss of consciousness and response to a standard noxious painful stimulu...Objective To study the effect of gender and ages on predict blood and effect-site EC50 for propofol and remifentanil TCI and bispectral index at loss of consciousness and response to a standard noxious painful stimulus. Methods 405 ASA Ⅰ-Ⅱunpremedicated Chinese patients in 5 medical centers for elective operation were involved. Patients were allocated to 4 groups according to ages (group1: 18<age<30, group2: 30≤age<40, group3: 40≤age<50, group4: 50≤age<65). The propofol was started a predict blood concentration of 1.2 mg/L delivered by Diprifusor, and increased by 0.3 mg/L every 30 s until patients lost their consciousness. After that, effect-site concentration of propofol kept constant and infused remifentanil a predict blood concentration of 2.0 μg/L and increased by 0.3 μg/L every 30 s until they lost response to a standard noxious stimulus. Bispectral index was measured. Probit regression was used to estimate population values for predicted blood and effect-site propofol and remifentanil concentrations at the two clinical end-points and BIS. Results The effect-site and the predict blood propofol concentrations EC50 of male and female were similar. The predict blood and effect-site propofol concentrations EC50 of younger were higher than that of older and BIS values were lower. The blood and effect-site remifentanil ancentrations EC50 at no response to painful stimulus of male and female were similar. The blood and effect-site remifentanil concentrations EC50 and BIS values at this point of each group were similar. 50% of male and female patients lost their consciousness at a BIS value with 54.0 and 59.0 respectively; and at loss of response to painful stimulus with 60.8 and 67.3 respectively. Conclusion Gender didn’t affect the predicted propofol and remifentanil blood and effect-site concentration but affected the BIS values. The propofol concentrations of older were lower than that of younger. And that of remifentanil were not different between younger and older.展开更多
Background： Bispectral index （BIS） is considered very useful to guide anesthesia care in elderly patients, but its use is controversial for the evaluation of the adequacy of analgesia.This study compared the BIS ch...Background： Bispectral index （BIS） is considered very useful to guide anesthesia care in elderly patients, but its use is controversial for the evaluation of the adequacy of analgesia.This study compared the BIS changes in response to loss of consciousness （LOC） and loss of somatic response （LOS） to nociceptive stimuli between elderly and young patients receiving intravenous target-controlled infusion （TCI） of propofol and remifentanil.Methods： This study was performed on 52 elderly patients （aged 65-78 years） and 52 young patients （aged 25-58 years）, American Society of Anesthesiologists physical status Ⅰ or Ⅱ.Anesthesia was induced with propofol administered by TCI.A standardized noxious electrical stimulus （transcutaneous electrical nerve stimulation, [TENS]） was applied （50 Hz, 80 mA, 0.25 ms pulses for 4 s） to the ulnar nerve at increasing remifentanil predicted effective-site concentration （Ce） until patients lost somatic response to TENS.Changes in awake, prestimulus, poststimulus BIS, heart rate, mean arterial pressure, pulse oxygen saturation, predicted plasma concentration, Ce of propofol, and remifentanil at both LOC and LOS clinical points were investigated.Results： BISLOC in elderly group was higher than that in young patient group （65.4 ＆#177; 9.7 vs.57.6 ＆#177; 12.3） （t =21.58, P 〈 0.0001） after TCI propofol, and the propofol Ce at LOC was 1.6 ＆#177; 0.3 μg/ml in elderly patients, which was significantly lower than that in young patients （2.3 ＆#177; 0.5 μg/ml） （t =7.474, P 〈 0.0001）.As nociceptive stimulation induced BIS to increase, the mean of BIS maximum values after TENS was significantly higher than that before TENS in both age groups （t =8.902 and t =8.019, P 〈 0.0001）.With increasing Ce of remifentanil until patients lost somatic response to TENS, BISLOS was the same as the BISLOC in elderly patients （65.6 ＆#177; 10.7 vs.65.4 ＆#177; 9.7）, and there were no marked differences between elderly and young pa展开更多
Intraoperative awareness is a very serious complication of general anesthesia. Several studies have evaluated the potential association between bispectral index （BIS） and intraoperative awareness, however, the resul...Intraoperative awareness is a very serious complication of general anesthesia. Several studies have evaluated the potential association between bispectral index （BIS） and intraoperative awareness, however, the results obtained were controversial. Therefore, we performed a metaanalysis to further assess the association between the BIS monitoring and the incidence of intraoperative awareness. A comprehensive search was conducted to identify all eligible studies from the online literature databases published prior to Feb. 2017. A total of five studies with 17 432 cases and 16 749 controls were included. An odds ratio （OR） and a 95% confidence interval （CI） were calculated to examine the strength of the association. The results showed that in the overall analysis, the association between the BIS monitoring and the incidence of intraoperative awareness was not significant （OR=0.58, 95% CI= 0.22-1.58, P=0.29）. A stratified analysis by comparing different anesthesia methods revealed that BIS monitoring group showed a lower incidence of intraoperative awareness in patients with intravenous anesthesia when compared with non-BIS monitoring group （OR=0.20, 95% CI=0.08-0.49, P=-0.0004）, whereas there was no statistically significant difference in the incidence of intraoperative awareness between BIS and non-BIS monitoring groups in patients with inhalation anesthesia （OR=1. 13, 95% CI=0.56- 2.26, P=-0.73）. In conclusion, our meta-analysis showed that BIS monitoring had no appreciable advantage in the reduction of the intraoperative awareness incidence in inhalation anesthesia, while showed a remarkable superiority in intravenous anesthesia.展开更多
Background As a new electroencephalogram （EEG） signal processing technique for monitoring the depth of anesthesia, entropy consists of two indices： reaction entropy （RE） and state entropy （SE）. Our study compar...Background As a new electroencephalogram （EEG） signal processing technique for monitoring the depth of anesthesia, entropy consists of two indices： reaction entropy （RE） and state entropy （SE）. Our study compared entropy with classical bispectral index （BIS） in reduction of myoelectrical interference and noxious stimuli with EEG signals. Methods Two hundred and eighty patients （ASA I-II, 18-60 years old） undergoing scheduled surgeries from seven medical centers were enrolled. Anesthesia induction was managed with propofol via the target-controlled infusion （TCI） system. The results of BIS, RE, SE, mean arterial pressure （MAP） and heart rate （HR） were recorded before anesthesia induction, at the moment of unconsciousness, before and 2 minutes after administration of muscle relaxant, and before and one and three minutes after the tracheal intubation. Results The values of half maximum effective concentrations （EC50）, 5% effective concentrations （EC05） and 95% effective concentrations （EC95） of propofol effect-site concentration at the onset of unconsciousness were 1.2 （1.1-1.3 μg/ml）, 2.5 （2.4-2.5 μg/ml） and 3.7 （3.7-3.8 μg/ml）, while those of the predicted plasma propofol concentration were 2.8 （2.7-2.9 μg/ml）, 3.9 （3.8-3.9 μg/ml） and 4.9 （4.8-5.0μg/ml）, respectively. The values of BIS, SE and RE were 62, 59 and 63 when 50% of patients lost consciousness, and 79, 80, 85 and 42, 37, 44, respectively, when 5% and 95% of patients were unconscious. The values of BIS, RE and SE dropped two minutes after the injection of muscle relaxant, but there were no significant differences between RE and SE. MAP and HR increased visibly, which indicated a reaction to tracheal intubation; the values of BIS, RE and SE, however, did not display any significant changes. Conclusions This large-sample multicentric study confirmed the values of RE and SE as approximating BIS value, at the onset of unconsciousness during propofol TCI anesthesia. After elimination 展开更多
In this paper,improvement on man-computer interactive classification of clouds based on hispeetral satellite imagery has been synthesized by using the maximum likelihood automatic clustering(MLAC)and the unit feature ...In this paper,improvement on man-computer interactive classification of clouds based on hispeetral satellite imagery has been synthesized by using the maximum likelihood automatic clustering(MLAC)and the unit feature space classification(UFSC)approaches.The improved classification not only shortens the time of sample-training in UFSC method,but also eliminates the inevitable shortcomings of the MLAC method.(e.g.,1.sample selecting and training is confined only to one cloud image:2.the result of clustering is pretty sensitive to the selection of initial cluster center:3.the actual classification basically can not satisfy the supposition of normal distribution required by MLAC method;4.errors in classification are difficult to be modified.) Moreover,it makes full use of the professionals'accumulated knowledge and experience of visual cloud classifications and the cloud report of ground observation,having ensured both the higher accuracy of classification and its wide application as well.展开更多
Large atmospheric boundary layer fluctuations and smaller turbine-scale vorticity dynamics are separately hypothesized to initiate the wind turbine wake meandering phenomenon,a coherent,dynamic,turbine-scale oscillati...Large atmospheric boundary layer fluctuations and smaller turbine-scale vorticity dynamics are separately hypothesized to initiate the wind turbine wake meandering phenomenon,a coherent,dynamic,turbine-scale oscillation of the far wake.Triadic interactions,the mechanism of energy transfers between scales,manifest as triples of wavenumbers or frequencies and can be characterized through bispectral analyses.The bispectrum,which correlates the two frequencies to their sum,is calculated by two recently developed multi-dimensional modal decomposition methods:scale-specific energy transfer method and bispectral mode decomposition.Large-eddy simulation of a utility-scale wind turbine in an atmospheric boundary layer with a broad range of large length-scales is used to acquire instantaneous velocity snapshots.The bispectrum from both methods identifies prominent upwind and wake meandering interactions that create a broad range of energy scales including the wake meandering scale.The coherent kinetic energy associated with the interactions shows strong correlation between upwind scales and wake meandering.展开更多
BACKGROUND Colon cancer presents a substantial risk to the well-being of elderly people worldwide.With advancements in medical technology,surgical treatment has become the primary approach for managing colon cancer pa...BACKGROUND Colon cancer presents a substantial risk to the well-being of elderly people worldwide.With advancements in medical technology,surgical treatment has become the primary approach for managing colon cancer patients.However,due to age-related physiological changes,especially a decline in cognitive function,older patients are more susceptible to the effects of surgery and anesthesia,increasing the relative risk of postoperative cognitive dysfunction(POCD).There-fore,in the surgical treatment of elderly patients with colon cancer,it is of pa-ramount importance to select an appropriate anesthetic approach to reduce the occurrence of POCD,protect brain function,and improve surgical success rates.METHODS One hundred and seventeen patients with colon cancer who underwent elective surgery under general anesthesia were selected and divided into two groups:A and B.Group A received Dex before anesthesia induction,and B group received an equivalent amount of normal saline.Changes in the mini-mental state exami-nation,regional cerebral oxygen saturation(rSO2),bispectral index,glucose uptake rate(GluER),lactate production rate(LacPR),serum S100βand neuron-specific enolase(NSE),POCD,and adverse anesthesia reactions were compared between the two groups.RESULTS Surgical duration,duration of anesthesia,and intraoperative blood loss were comparable between the two groups(P>0.05).The overall dosage of anesthetic drugs used in group A,including propofol and remifentanil,was significantly lower than that used in group B(P<0.05).Group A exhibited higher rSO2 values at the time of endotracheal intubation,30 min after the start of surgery,and immediately after extubation,higher GluER values and lower LacPR values at the time of endotra-cheal intubation,30 min after the start of surgery,immediately after extubation,and 5 min after extubation(P<0.05).Group A exhibited lower levels of serum S100βand NSE 24 h postoperatively and a lower incidence of cognitive dysfunction on the 1st and 5th postoperative days(P<0.05).CONCLUSION The展开更多
Background Recently, the combination of sevoflurane and remifentanil has been widely used in general anesthesia. In this study, we investigated the sevoflurane-remifentanil pharmacodynamic interactions at clinical con...Background Recently, the combination of sevoflurane and remifentanil has been widely used in general anesthesia. In this study, we investigated the sevoflurane-remifentanil pharmacodynamic interactions at clinical concentrations using the observer＇s assessment of alertness/sedation （OAA/S） and the bispectral index （BIS） by response surface analysis. Methods Totally 65 American Society of Anesthesiologists （ASA） I patients age 20 to 50 years old were included in this study. Patients were randomly assigned to be anesthetized with different target end-tidal sevoflurane concentrations that ranged from 0.2% to 3.4% in increments of 0.2%. The end-tidal sevoflurane concentration was maintained constant throughout the study. Remifentanil was infused with a target controlled infusion （TCI） system at increasing step-wise concentrations from 1 ng/ml to 10 ng/ml. The values of OAA/S and BIS at different sevoflurane-remifentanil concentration combinations were measured. The pharmacodynamic interactions between sevoflurane and remifentanil were analyzed by a response surface method. The three-dimensional response surfaces were constructed with Minitab Software. Model parameters were estimated with NONMEM program. Results Sevoflurane and remifentanil acted synergistically on OANS. Sevoflurane alone could produce OANS 〈1 at a minimal alveolar concentration （MAC） of 0.93%. When used in combination with remifentanil at 1, 3, 6, and 10 ng/ml, the corresponding sevoflurane MACs were reduced to 0.79%, 0.58%, 0.48%, and 0.38%, with reductions of 17.2%, 37.6%, 48.4%, and 62.0% from baseline, respectively. In patients administered remifentanil alone, the OANS score was 〉3 even when the remifentanil concentration reached 10 ng/ml. BIS was closely associated with the sevoflurane concentration and the remifentanil concentration did not noticeably influence the relationship between the sevoflurane concentration and BIS. A sevoflurane concentration of （1.04＋0.19）% to （1.81＋0.21）% could maintain a BIS bet展开更多
A new approach to estimating level of uncon-sciousness based on Principal Component Analysis (PCA) is proposed. The Electroen-cephalogram (EEG) data was captured in both Intensive Care Unit (ICU) and operating room, u...A new approach to estimating level of uncon-sciousness based on Principal Component Analysis (PCA) is proposed. The Electroen-cephalogram (EEG) data was captured in both Intensive Care Unit (ICU) and operating room, using different anesthetic drugs. Assuming the central nervous system as a 20-tuple source, window length of 20 seconds is applied to EEG. The mentioned window is considered as 20 nonoverlapping mixed-signals (epoch). PCA algorithm is applied to these epochs, and larg-est remaining eigenvalue (LRE) and smallest remaining eigenvalue (SRE) were extracted. Correlation between extracted parameters (LRE and SRE) and depth of anesthesia (DOA) was measured using Prediction probability (PK). The results show the superiority of SRE than LRE in predicting DOA in the case of ICU and isoflurane, and the slight superiority of LRE than SRE in propofol induction. Finally, a mixture model containing both LRE and SRE could predict DOA as well as Relative Beta Ratio (RBR), which expresses the high capability of the proposed PCA based method in estimating DOA.展开更多
AIM:To determine whether bispectral index (BIS) monitoring is useful for propofol administration for deep sedation during endoscopic retrograde cholangiopancreatography (ERCP). METHODS:Fifty-nine consecutive patients ...AIM:To determine whether bispectral index (BIS) monitoring is useful for propofol administration for deep sedation during endoscopic retrograde cholangiopancreatography (ERCP). METHODS:Fifty-nine consecutive patients with a variety of reasons for ERCP who underwent the procedure at least twice between 1 July 2010 and 30 November 2010. This was a randomized cross-over study, in which each patient underwent ERCP twice, once with BIS monitoring and once with control monitoring. Whether BIS monitoring was done during the first or second ERCP procedure was random. Patients were intermittently administered a mixed regimen including midazolam, pethidine, and propofol by trained nurses. The nurse used a routine practice to monitor sedation using the Modified Observer's Assessment of Alertness/Sedation (MOAA/S) scale or the BIS monitoring. The total amount of midazolam and propofol used and serious side effects were compared between the BIS and control groups. RESULTS:The mean total propofol dose administered was 53.1 ± 32.2 mg in the BIS group and 54.9 ± 30.8 mg in the control group (P = 0.673). The individual propofol dose received per minute during the ERCP procedure was 2.90 ± 1.83 mg/min in the BIS group and 3.44 ± 2.04 mg in the control group (P = 0.103). The median value of the MOAA/S score during the maintenance phase of sedation was comparable for the two groups. The mean BIS values throughout the procedure (from insertion to removal of the endoscope) were 76.5 ± 8.7 for all 59 patients in using the BIS monitor. No significant differences in the frequency of < 80% oxygen saturation, hypotension (< 80 mmHg), or bradycardia (< 50 beats/min) were observed between the two study groups. Four cases of poor cooperation occurred, in which the procedure should be stopped to add the propofol dose. After adding the propofol, the procedure could be conducted successfully (one case in the BIS group, three cases in the control group). The endoscopist rated patient sedation as excellent for all patients in both groups. All展开更多
Complex proteins are needed for many biological activities.Folding amino acid chains reveals their properties and functions.They support healthy tissue structure,physiology,and homeostasis.Precision medicine and treat...Complex proteins are needed for many biological activities.Folding amino acid chains reveals their properties and functions.They support healthy tissue structure,physiology,and homeostasis.Precision medicine and treatments require quantitative protein identification and function.Despite technical advances and protein sequence data exploration,bioinformatics’“basic structure”problem—the automatic deduction of a protein’s properties from its amino acid sequence—remains unsolved.Protein function inference from amino acid sequences is the main biological data challenge.This study analyzes whether raw sequencing can characterize biological facts.A massive corpus of protein sequences and the Globin-like superfamily’s related protein families generate a solid vector representation.A coding technique for each sequence in each family was devised using two representations to identify each amino acid precisely.A bispectral analysis converts encoded protein numerical sequences into images for better protein sequence and family discrimination.Training and validation employed 70%of the dataset,while 30%was used for testing.This paper examined the performance of multistage deep learning models for differentiating between sixteen protein families after encoding and representing each encoded sequence by a higher spectral representation image(Bispectrum).Cascading minimized false positive and negative cases in all phases.The initial stage focused on two classes(six groups and ten groups).The subsequent stages focused on the few classes almost accurately separated in the first stage and decreased the overlapping cases between families that appeared in single-stage deep learning classification.The single-stage technique had 64.2%+/-22.8%accuracy,63.3%+/-17.1%precision,and a 63.2%+/19.4%F1-score.The two-stage technique yielded 92.2%+/-4.9%accuracy,92.7%+/-7.0%precision,and a 92.3%+/-5.0%F1-score.This work provides balanced,reliable,and precise forecasts for all families in all measures.It ensured that the new model was 展开更多
基金supported by the National Natural Science Foundation of China,No.81671891
文摘Dexmedetomidine has sedative, anxiolytic, analgesic, anti-sympathetic, and anti-shivering effects. Dexmedetomidine might be effective in combination with sevoflurane for anesthesia, but prospective randomized controlled clinical trials with which to verify this hypothesis are lacking. In total, 120 patients who underwent embolization of an intracranial aneurysm were recruited from Anhui Provincial Hospital and Renmin Hospital of Wuhan University of China and randomly allocated to two groups. After intraoperative administration of 2% to 3% sevoflurane inhalation, one group of patients received pump-controlled intravenous injection of 1.0 ~tg/kg dexmedetomidine for 15 minutes followed by maintenance with 0.3 ~tg/kg/h until the end of surgery; the other group of patients only underwent pump-controlled infusion of saline. Bispectral index monitoring revealed that dexmedetomidine-assisted anesthesia can shorten the recovery time of spon- taneous breathing, time to eye opening, and time to laryngeal mask removal. Before anesthetic induction and immediately after laryngeal mask airway removal, the glucose and lactate levels were low, the S100~ and neuron-specific enolase levels were low, the perioperative blood pressure and heart rate were stable, and postoperative delirium was minimal. These findings indicate that dexmedetomidine can effectively assist sevoflurane for anesthesia during surgical embolization of intracranial aneurysms, shorten the time to consciousness and extubation, reduce the stress response and energy metabolism, stabilize hemodynamic parameters, and reduce adverse reactions, thereby reducing the damage to the central nervous system. This trial was registered at the Chinese Clinical Trial Registry （http：//www.chictr.org. cn/） （registration number： ChiCTR-IPR- 16008113）.
文摘Background Although etomidate is associated with very few cardiovascular side-effects and minimal histamine release it has a less inhibitory effect on the pharyngolaryngeal reflex. Hence, blunting the responses to endotracheal intubation is more dependent of opioids for etomidate-based anesthetic induction. This prospective, randomized, double-blinded study was designed to investigate the effects of low dose remifentanil, fentanyl or sufentanil on etomidate induction with respect to hemodynamics, conscious level changes and drug consumption. Methods Ninety unpremedicated and normotensive patients with American Society of Anesthesiologists （ASA） physical status I or II undergoing elective major abdominal surgery were randomly assigned in a double blinded fashion to each of the three groups： groups F, R and S. A bolus dose of fentanyl 1μg/kg, sufentanil 0.1 μg/kg or remifentanil 1 1 μg/kg was given over 60 seconds in groups F, S and R, respectively. In each instance this loading dose was followed by a continuous infusion （0.1, 0.01 or 0.1 μg·kg^-1·min^-1 of fentanyl, sufentanil or remifentanil, respectively）. After 5 minutes from start of opioid infusion, etomidate was titrated at a rate of 20 mg/min to a decrease in bispectral index （BIS） to 50. The time from administration of etomidate to loss of eyelash reflex or to a decrease in BIS to 50 was recorded. The blood pressure and heart rate were also recorded at different five time points. The average maximum percent changes of systolic blood pressure （Imaximal or minimal measuring value-baselinel/baselinex100%） were calculated. Results The time and the dosage of etomidate necessary to loss consciousness were greater in group F （（70.0±15.6） seconds; （0.35±0.05） mg/kg） than in groups S （（52.3±15.9） seconds; （0.26±0.06） mg/kg） and R （（56.2±20.2） seconds; （0.27±0.07） mg/kg） （P 〈0.01）. The three groups took similar time and amount of etomidate to achieve an adequate depth anesthesia （BIS=50）. Th
文摘Background Awareness is a serious complication of general anesthesia. In China, the incidence of intraoperative awareness was 1% in patients undergoing total intravenous anesthesia （TIVA）. In this study, we compared the incidence of awareness between Bispectral index （BIS）-guided and routine TIVA protocol and evaluated the effect of BIS on preventing awareness. Methods A prospective, randomized, double-blinded, multicenter controlled trial was performed. Patients （〉18 years of age） undergoing TIVA were randomly divided into BIS-guided group （Group A, BIS was monitored and recommended to maintain between 40-60） and control group （Group B, BIS was monitored but the screen was covered）. The intraoperative BIS values were downloaded and the BIS trends of confirmed awareness cases were analyzed to determine whether light anesthesia existed. Results Of the total 5228 patients, 2919 patients were assigned to Group A and 2309 to Group B. Four cases of confirmed awareness （0.14%） were reported in the BIS-guided group and 15 （0.65%） in the control group （P=-0.002, OR=0.21, 95% confidence intervals： 0.07-0.63）. The incidence of possible awareness （0.14% vs. 0.26%, P=0.485） and dreaming （3.1% vs. 3.1%, P=0.986） was comparable between BIS-guided group and the control group. Among the 19 confirmed awareness cases, intraoperative BIS trends of six cases were downloaded and identified. Five of them showed signs of light anesthesia as BIS 〉60 and lasted 19-106 minutes, whereas one case had a stable BIS trend and the values were within 60 during the operation. Another five awareness cases were reviewed for anesthesia procedures, of which improper light anesthesia were confirmed. Conclusions BIS-guided TIVA （BIS was recommended to maintain between 40-60） decreased the risk of awareness compared with routine TIVA. The main reason for awareness was light anesthesia.
文摘BACKGROUND: The bispectral(BIS) index is a processed electroencephalogram(EEG) parameter with extensive validation and demonstrated clinical utility. The study aimed to investigate the correlation between the BIS index and the prognosis of patients with coma in the ICU.METHODS: A total of 208 patients with coma in the ICU were enrolled in this study. According to the BIS value, the patients were divided into four groups: group I, BIS value 0 to 20; group II, BIS value 21 to 40; group III, BIS value 41 to 60; and group IV, BIS value greater than 60. The difference in BIS values with the differences in prognosis of patients with coma was compared between the four groups, and the prognosis of patients with coma was stratified into consciousness, coma, vegetative state, and brain death. Subsequently, the best cut-off score of BIS values calculated for determining the correlation between BIS value and mental state was proposed.RESULTS: There are no significant differences in the age and APACHE II scores between the four groups(P>0.05). An inverse correlation was observed between BIS value and mental state(r= –0.749, P=0.00). According to the ROC curve, as BIS value was greater than 42.5, there were higher sensitivity and specificity in conscious-coma patients.CONCLUSION: BIS value is correlated with the prognosis of patients with coma in ICU, and BIS value can be a useful marker for estimating the prognosis of comatose patients.
文摘Background：In this prospective randomized study,we compared the predicted blood and effect-site C50 for propofol and remifentanil target-controlled infusion （TCI） and the bispectral index （BIS） values at loss of consciousness （LOC） and response to a standard noxious painful stimulus （LOS） in elderly and young patients,respectively.We hypothesized that the elderly patients will require lower target concentration of both propofol and remifentanil at above two clinical end-points.Methods：There were 80 American Society of Anesthesiologists （ASA） physical status Ⅰ Ⅱ unpremedicated patients enrolled in this study,they were divided into elderly group （age ≥65 years,n =40） and young group （aged 18-54 years,n =40）.Propofol was initially given to a predicted blood concentration of 1.2 μg/ml and thereafter increased by 0.3 μg/ml every 30 s until Observer＇s Assessment of Alertness and Sedation score was 1.The propofol level was kept constant,and remifentanil was given to provide a predict blood concentration of 2.0 ng/ml,and then increased by 0.3 ng/ml every 30 s until loss of response to a tetanic stimulus.BIS （version 3.22,BIS Quattro sensor） was also recorded.Results：In elderly group,the propofol effect-site C50 at LOC of was 1.5 （1.4-1.6） μg/ml,was significantly lower than that of young group,which was 2.2 （2.1-2.3） μg/ml,the remifentanil effect-site C50 at LOS was 3.5 （3.3-3.7） ng/ml in elderly patients,was similar with 3.7 （3.6-3.8） ng/ml in young patients.Fifty percent of patients lost consciousness at a BIS value of 57.3 （56.4-58.1）,was similar with that of young group,which was 55.2 （54.0-56.3）.Conclusion：In elderly patients,the predicted blood and effect-site concentrations of propofol at LOC were lower than that of young patients.At same sedation status,predicted blood and effect-site concentrations of remifentanil required at LOS were similar in elderly and young patients.BIS were not affected by age.Low-propofol/high-opioid may be option
文摘Background Wavelet index （WLI） is a new parameter for monitoring depth of anesthesia based on Wavelet analysis. We observed the change of WLI and bispectral index （BIS） in patients regain of consciousness （ROC） in the absence of frontalis electromyographic （EMG） interference. The aim of this study was to compare the ability of WLI and BIS for reflecting ROC in patients undergone surgery. Methods Twelve patients who were scheduled for maxillofacial surgeries were enrolled in the study. BIS and WLI values were monitored continually. After being given midazolam and remifentanil, patients were asked to squeeze the investigator＇s hand ever 30 seconds. Patients were continuously given propofol until loss of consciousness （LOC1）. Tunstalrs isolated forearm technique was used to test the surgical consciousness in patients. After total muscle relaxation endotracheal intubations were performed, and the patients were connected to a ventilator. Then, propofol was withdrawn until the patients showed regain of consciousness （ROC1） and an awareness reaction. After the command test, patients were readministered with propofol until loss of consciousness （LOC2）. After surgery, all of the sedatives were withdrawn, and the patients were let to regain consciousness （ROC2）, Results The BIS values of twelve patients at ROC1 after using muscle relaxant were much lower than those at LOC1 and ROC2 without using muscle relaxant, showing statistical significance （P 〈0.05）. Meanwhile, the WLI values of twelve patients at ROC1 after using muscle relaxant were much higher than those at LOC1 and equal to ROC2 without using muscle relaxant, showing statistical significances （P 〈0.05） between ROC1 and LOCI. Conclusions This study showed that under muscle relaxation or facial paralysis, when there is no EMG signal, BIS can not accurately reflect regain of consciousness in surgical patients, but WLI can reflect it accurately. So WLI may have advantages for reflecting state of consciousness in surgical p
文摘Objective To study the effect of gender and ages on predict blood and effect-site EC50 for propofol and remifentanil TCI and bispectral index at loss of consciousness and response to a standard noxious painful stimulus. Methods 405 ASA Ⅰ-Ⅱunpremedicated Chinese patients in 5 medical centers for elective operation were involved. Patients were allocated to 4 groups according to ages (group1: 18<age<30, group2: 30≤age<40, group3: 40≤age<50, group4: 50≤age<65). The propofol was started a predict blood concentration of 1.2 mg/L delivered by Diprifusor, and increased by 0.3 mg/L every 30 s until patients lost their consciousness. After that, effect-site concentration of propofol kept constant and infused remifentanil a predict blood concentration of 2.0 μg/L and increased by 0.3 μg/L every 30 s until they lost response to a standard noxious stimulus. Bispectral index was measured. Probit regression was used to estimate population values for predicted blood and effect-site propofol and remifentanil concentrations at the two clinical end-points and BIS. Results The effect-site and the predict blood propofol concentrations EC50 of male and female were similar. The predict blood and effect-site propofol concentrations EC50 of younger were higher than that of older and BIS values were lower. The blood and effect-site remifentanil ancentrations EC50 at no response to painful stimulus of male and female were similar. The blood and effect-site remifentanil concentrations EC50 and BIS values at this point of each group were similar. 50% of male and female patients lost their consciousness at a BIS value with 54.0 and 59.0 respectively; and at loss of response to painful stimulus with 60.8 and 67.3 respectively. Conclusion Gender didn’t affect the predicted propofol and remifentanil blood and effect-site concentration but affected the BIS values. The propofol concentrations of older were lower than that of younger. And that of remifentanil were not different between younger and older.
文摘Background： Bispectral index （BIS） is considered very useful to guide anesthesia care in elderly patients, but its use is controversial for the evaluation of the adequacy of analgesia.This study compared the BIS changes in response to loss of consciousness （LOC） and loss of somatic response （LOS） to nociceptive stimuli between elderly and young patients receiving intravenous target-controlled infusion （TCI） of propofol and remifentanil.Methods： This study was performed on 52 elderly patients （aged 65-78 years） and 52 young patients （aged 25-58 years）, American Society of Anesthesiologists physical status Ⅰ or Ⅱ.Anesthesia was induced with propofol administered by TCI.A standardized noxious electrical stimulus （transcutaneous electrical nerve stimulation, [TENS]） was applied （50 Hz, 80 mA, 0.25 ms pulses for 4 s） to the ulnar nerve at increasing remifentanil predicted effective-site concentration （Ce） until patients lost somatic response to TENS.Changes in awake, prestimulus, poststimulus BIS, heart rate, mean arterial pressure, pulse oxygen saturation, predicted plasma concentration, Ce of propofol, and remifentanil at both LOC and LOS clinical points were investigated.Results： BISLOC in elderly group was higher than that in young patient group （65.4 ＆#177; 9.7 vs.57.6 ＆#177; 12.3） （t =21.58, P 〈 0.0001） after TCI propofol, and the propofol Ce at LOC was 1.6 ＆#177; 0.3 μg/ml in elderly patients, which was significantly lower than that in young patients （2.3 ＆#177; 0.5 μg/ml） （t =7.474, P 〈 0.0001）.As nociceptive stimulation induced BIS to increase, the mean of BIS maximum values after TENS was significantly higher than that before TENS in both age groups （t =8.902 and t =8.019, P 〈 0.0001）.With increasing Ce of remifentanil until patients lost somatic response to TENS, BISLOS was the same as the BISLOC in elderly patients （65.6 ＆#177; 10.7 vs.65.4 ＆#177; 9.7）, and there were no marked differences between elderly and young pa
基金This work was supported by the Natural Science Foundation of Hubei （No. 2016CFB167, 2017CFB267）.
文摘Intraoperative awareness is a very serious complication of general anesthesia. Several studies have evaluated the potential association between bispectral index （BIS） and intraoperative awareness, however, the results obtained were controversial. Therefore, we performed a metaanalysis to further assess the association between the BIS monitoring and the incidence of intraoperative awareness. A comprehensive search was conducted to identify all eligible studies from the online literature databases published prior to Feb. 2017. A total of five studies with 17 432 cases and 16 749 controls were included. An odds ratio （OR） and a 95% confidence interval （CI） were calculated to examine the strength of the association. The results showed that in the overall analysis, the association between the BIS monitoring and the incidence of intraoperative awareness was not significant （OR=0.58, 95% CI= 0.22-1.58, P=0.29）. A stratified analysis by comparing different anesthesia methods revealed that BIS monitoring group showed a lower incidence of intraoperative awareness in patients with intravenous anesthesia when compared with non-BIS monitoring group （OR=0.20, 95% CI=0.08-0.49, P=-0.0004）, whereas there was no statistically significant difference in the incidence of intraoperative awareness between BIS and non-BIS monitoring groups in patients with inhalation anesthesia （OR=1. 13, 95% CI=0.56- 2.26, P=-0.73）. In conclusion, our meta-analysis showed that BIS monitoring had no appreciable advantage in the reduction of the intraoperative awareness incidence in inhalation anesthesia, while showed a remarkable superiority in intravenous anesthesia.
文摘Background As a new electroencephalogram （EEG） signal processing technique for monitoring the depth of anesthesia, entropy consists of two indices： reaction entropy （RE） and state entropy （SE）. Our study compared entropy with classical bispectral index （BIS） in reduction of myoelectrical interference and noxious stimuli with EEG signals. Methods Two hundred and eighty patients （ASA I-II, 18-60 years old） undergoing scheduled surgeries from seven medical centers were enrolled. Anesthesia induction was managed with propofol via the target-controlled infusion （TCI） system. The results of BIS, RE, SE, mean arterial pressure （MAP） and heart rate （HR） were recorded before anesthesia induction, at the moment of unconsciousness, before and 2 minutes after administration of muscle relaxant, and before and one and three minutes after the tracheal intubation. Results The values of half maximum effective concentrations （EC50）, 5% effective concentrations （EC05） and 95% effective concentrations （EC95） of propofol effect-site concentration at the onset of unconsciousness were 1.2 （1.1-1.3 μg/ml）, 2.5 （2.4-2.5 μg/ml） and 3.7 （3.7-3.8 μg/ml）, while those of the predicted plasma propofol concentration were 2.8 （2.7-2.9 μg/ml）, 3.9 （3.8-3.9 μg/ml） and 4.9 （4.8-5.0μg/ml）, respectively. The values of BIS, SE and RE were 62, 59 and 63 when 50% of patients lost consciousness, and 79, 80, 85 and 42, 37, 44, respectively, when 5% and 95% of patients were unconscious. The values of BIS, RE and SE dropped two minutes after the injection of muscle relaxant, but there were no significant differences between RE and SE. MAP and HR increased visibly, which indicated a reaction to tracheal intubation; the values of BIS, RE and SE, however, did not display any significant changes. Conclusions This large-sample multicentric study confirmed the values of RE and SE as approximating BIS value, at the onset of unconsciousness during propofol TCI anesthesia. After elimination
文摘In this paper,improvement on man-computer interactive classification of clouds based on hispeetral satellite imagery has been synthesized by using the maximum likelihood automatic clustering(MLAC)and the unit feature space classification(UFSC)approaches.The improved classification not only shortens the time of sample-training in UFSC method,but also eliminates the inevitable shortcomings of the MLAC method.(e.g.,1.sample selecting and training is confined only to one cloud image:2.the result of clustering is pretty sensitive to the selection of initial cluster center:3.the actual classification basically can not satisfy the supposition of normal distribution required by MLAC method;4.errors in classification are difficult to be modified.) Moreover,it makes full use of the professionals'accumulated knowledge and experience of visual cloud classifications and the cloud report of ground observation,having ensured both the higher accuracy of classification and its wide application as well.
基金supported by the National Science Foundation(Grant No.21-36371)supported by the National Science Foundation(Grant Nos.21-38259,21-38286,21-38307,21-37603,and 21-38296)。
文摘Large atmospheric boundary layer fluctuations and smaller turbine-scale vorticity dynamics are separately hypothesized to initiate the wind turbine wake meandering phenomenon,a coherent,dynamic,turbine-scale oscillation of the far wake.Triadic interactions,the mechanism of energy transfers between scales,manifest as triples of wavenumbers or frequencies and can be characterized through bispectral analyses.The bispectrum,which correlates the two frequencies to their sum,is calculated by two recently developed multi-dimensional modal decomposition methods:scale-specific energy transfer method and bispectral mode decomposition.Large-eddy simulation of a utility-scale wind turbine in an atmospheric boundary layer with a broad range of large length-scales is used to acquire instantaneous velocity snapshots.The bispectrum from both methods identifies prominent upwind and wake meandering interactions that create a broad range of energy scales including the wake meandering scale.The coherent kinetic energy associated with the interactions shows strong correlation between upwind scales and wake meandering.
文摘BACKGROUND Colon cancer presents a substantial risk to the well-being of elderly people worldwide.With advancements in medical technology,surgical treatment has become the primary approach for managing colon cancer patients.However,due to age-related physiological changes,especially a decline in cognitive function,older patients are more susceptible to the effects of surgery and anesthesia,increasing the relative risk of postoperative cognitive dysfunction(POCD).There-fore,in the surgical treatment of elderly patients with colon cancer,it is of pa-ramount importance to select an appropriate anesthetic approach to reduce the occurrence of POCD,protect brain function,and improve surgical success rates.METHODS One hundred and seventeen patients with colon cancer who underwent elective surgery under general anesthesia were selected and divided into two groups:A and B.Group A received Dex before anesthesia induction,and B group received an equivalent amount of normal saline.Changes in the mini-mental state exami-nation,regional cerebral oxygen saturation(rSO2),bispectral index,glucose uptake rate(GluER),lactate production rate(LacPR),serum S100βand neuron-specific enolase(NSE),POCD,and adverse anesthesia reactions were compared between the two groups.RESULTS Surgical duration,duration of anesthesia,and intraoperative blood loss were comparable between the two groups(P>0.05).The overall dosage of anesthetic drugs used in group A,including propofol and remifentanil,was significantly lower than that used in group B(P<0.05).Group A exhibited higher rSO2 values at the time of endotracheal intubation,30 min after the start of surgery,and immediately after extubation,higher GluER values and lower LacPR values at the time of endotra-cheal intubation,30 min after the start of surgery,immediately after extubation,and 5 min after extubation(P<0.05).Group A exhibited lower levels of serum S100βand NSE 24 h postoperatively and a lower incidence of cognitive dysfunction on the 1st and 5th postoperative days(P<0.05).CONCLUSION The
基金The National Natural Science Foundation Youth Fund of China
文摘Background Recently, the combination of sevoflurane and remifentanil has been widely used in general anesthesia. In this study, we investigated the sevoflurane-remifentanil pharmacodynamic interactions at clinical concentrations using the observer＇s assessment of alertness/sedation （OAA/S） and the bispectral index （BIS） by response surface analysis. Methods Totally 65 American Society of Anesthesiologists （ASA） I patients age 20 to 50 years old were included in this study. Patients were randomly assigned to be anesthetized with different target end-tidal sevoflurane concentrations that ranged from 0.2% to 3.4% in increments of 0.2%. The end-tidal sevoflurane concentration was maintained constant throughout the study. Remifentanil was infused with a target controlled infusion （TCI） system at increasing step-wise concentrations from 1 ng/ml to 10 ng/ml. The values of OAA/S and BIS at different sevoflurane-remifentanil concentration combinations were measured. The pharmacodynamic interactions between sevoflurane and remifentanil were analyzed by a response surface method. The three-dimensional response surfaces were constructed with Minitab Software. Model parameters were estimated with NONMEM program. Results Sevoflurane and remifentanil acted synergistically on OANS. Sevoflurane alone could produce OANS 〈1 at a minimal alveolar concentration （MAC） of 0.93%. When used in combination with remifentanil at 1, 3, 6, and 10 ng/ml, the corresponding sevoflurane MACs were reduced to 0.79%, 0.58%, 0.48%, and 0.38%, with reductions of 17.2%, 37.6%, 48.4%, and 62.0% from baseline, respectively. In patients administered remifentanil alone, the OANS score was 〉3 even when the remifentanil concentration reached 10 ng/ml. BIS was closely associated with the sevoflurane concentration and the remifentanil concentration did not noticeably influence the relationship between the sevoflurane concentration and BIS. A sevoflurane concentration of （1.04＋0.19）% to （1.81＋0.21）% could maintain a BIS bet
文摘A new approach to estimating level of uncon-sciousness based on Principal Component Analysis (PCA) is proposed. The Electroen-cephalogram (EEG) data was captured in both Intensive Care Unit (ICU) and operating room, using different anesthetic drugs. Assuming the central nervous system as a 20-tuple source, window length of 20 seconds is applied to EEG. The mentioned window is considered as 20 nonoverlapping mixed-signals (epoch). PCA algorithm is applied to these epochs, and larg-est remaining eigenvalue (LRE) and smallest remaining eigenvalue (SRE) were extracted. Correlation between extracted parameters (LRE and SRE) and depth of anesthesia (DOA) was measured using Prediction probability (PK). The results show the superiority of SRE than LRE in predicting DOA in the case of ICU and isoflurane, and the slight superiority of LRE than SRE in propofol induction. Finally, a mixture model containing both LRE and SRE could predict DOA as well as Relative Beta Ratio (RBR), which expresses the high capability of the proposed PCA based method in estimating DOA.
文摘AIM:To determine whether bispectral index (BIS) monitoring is useful for propofol administration for deep sedation during endoscopic retrograde cholangiopancreatography (ERCP). METHODS:Fifty-nine consecutive patients with a variety of reasons for ERCP who underwent the procedure at least twice between 1 July 2010 and 30 November 2010. This was a randomized cross-over study, in which each patient underwent ERCP twice, once with BIS monitoring and once with control monitoring. Whether BIS monitoring was done during the first or second ERCP procedure was random. Patients were intermittently administered a mixed regimen including midazolam, pethidine, and propofol by trained nurses. The nurse used a routine practice to monitor sedation using the Modified Observer's Assessment of Alertness/Sedation (MOAA/S) scale or the BIS monitoring. The total amount of midazolam and propofol used and serious side effects were compared between the BIS and control groups. RESULTS:The mean total propofol dose administered was 53.1 ± 32.2 mg in the BIS group and 54.9 ± 30.8 mg in the control group (P = 0.673). The individual propofol dose received per minute during the ERCP procedure was 2.90 ± 1.83 mg/min in the BIS group and 3.44 ± 2.04 mg in the control group (P = 0.103). The median value of the MOAA/S score during the maintenance phase of sedation was comparable for the two groups. The mean BIS values throughout the procedure (from insertion to removal of the endoscope) were 76.5 ± 8.7 for all 59 patients in using the BIS monitor. No significant differences in the frequency of < 80% oxygen saturation, hypotension (< 80 mmHg), or bradycardia (< 50 beats/min) were observed between the two study groups. Four cases of poor cooperation occurred, in which the procedure should be stopped to add the propofol dose. After adding the propofol, the procedure could be conducted successfully (one case in the BIS group, three cases in the control group). The endoscopist rated patient sedation as excellent for all patients in both groups. All
文摘Complex proteins are needed for many biological activities.Folding amino acid chains reveals their properties and functions.They support healthy tissue structure,physiology,and homeostasis.Precision medicine and treatments require quantitative protein identification and function.Despite technical advances and protein sequence data exploration,bioinformatics’“basic structure”problem—the automatic deduction of a protein’s properties from its amino acid sequence—remains unsolved.Protein function inference from amino acid sequences is the main biological data challenge.This study analyzes whether raw sequencing can characterize biological facts.A massive corpus of protein sequences and the Globin-like superfamily’s related protein families generate a solid vector representation.A coding technique for each sequence in each family was devised using two representations to identify each amino acid precisely.A bispectral analysis converts encoded protein numerical sequences into images for better protein sequence and family discrimination.Training and validation employed 70%of the dataset,while 30%was used for testing.This paper examined the performance of multistage deep learning models for differentiating between sixteen protein families after encoding and representing each encoded sequence by a higher spectral representation image(Bispectrum).Cascading minimized false positive and negative cases in all phases.The initial stage focused on two classes(six groups and ten groups).The subsequent stages focused on the few classes almost accurately separated in the first stage and decreased the overlapping cases between families that appeared in single-stage deep learning classification.The single-stage technique had 64.2%+/-22.8%accuracy,63.3%+/-17.1%precision,and a 63.2%+/19.4%F1-score.The two-stage technique yielded 92.2%+/-4.9%accuracy,92.7%+/-7.0%precision,and a 92.3%+/-5.0%F1-score.This work provides balanced,reliable,and precise forecasts for all families in all measures.It ensured that the new model was
