Impact of preoperative carbohydrate loading on gastric volume in patients with type 2 diabetes

lNTRODUCTlON

Overall, 80 patients with T2D who received surgery under general anesthesia from December 2019 to December 2020 were enrolled in the study. Of them, 2 patients were excluded due to unclear images of the gastric antrum. Finally, 78 patients with complete follow-up data were included in the study. The flow chart of the study is presented in Figure 1. The day before surgery, patients who fulfilled the study criteria and provided written consent were randomly allocated to 4 groups. Randomization was performed using computer-generated random numbers indicating different volumes of carbohydrate loading. Patients received a clear carbohydrate drink (0, 100, 200, or 300 mL) 2 h before anesthesia induction on the day of surgery. Each group uses the same concentration of carbohydrate drink that contains 14.2 g of carbohydrate

100 mL (Yichang Human Medical Food Co., Ltd.). Randomization was performed using computer-generated four-digit random numbers indicating the treatment, which were kept in sealed envelopes. An envelope was opened according to the random number from small to large based on the time sequence of inclusion of each subject. The ultrasound examiner was blinded by the study protocol, as was the staff involved in the medical procedures and data collection process. All patients received surgery under general endotracheal anesthesia. Intraoperative fluid management was limited to a glucose-free solution, and no exogenous insulin was administered. Postoperative care was standardized as clinically indicated.

Author contributions: All authors contributed to the study conception and design; Zheng XC designed the study;Material preparation, data collection and analysis were performed by Lin XQ, Chen YR and Chen X; Cai YP, Lin JX and Xu DM contributed sample collection and intellectual input; The first draft of the manuscript was written by Lin XQ and all authors commented on previous versions of the manuscript; All authors read and approved the final manuscript; Lin XQ and Chen YR contributed equally to this study.

為了有效利用護理人力資源，充分調(diào)動護理人員的工作積極性，不斷提高護理質(zhì)量，我院根據(jù)衛(wèi)生部關(guān)于事業(yè)單位實施績效工資、完善分配激勵機制的相關(guān)決策要求，在重癥監(jiān)護病區(qū)(ICU)率先開展了護理績效考核制度的建立與實施，取得很好的效果，現(xiàn)報道如下。

More than 10% of the world population is reported to have diabetes[6], and nearly 15% of surgical patients have type 2 diabetes (T2D)[7]. Complications and hospital stays are greater in these patients than in non-diabetic patients[8,9]. Delayed gastric emptying (gastroparesis) is also more frequent in patients with diabetes[10,11]. Therefore, preoperative carbohydrate loading may adversely affect gastric volume (GV) in diabetic patients. Moreover, carbohydrate loading-induced hyperglycemia may outweigh the potential benefits of ERAS protocols in such patients. Laffin

[12] found no significant difference in the hyperglycemic incidence between the groups with and without carbohydrate loading[12]. However, other studies have reported high rates of adverse outcomes, such as postoperative wound infections, cardiac events, and other complications caused by hyperglycemia, in diabetic patients receiving preoperative carbohydrate loading[13]. It is important to further study the change in blood glucose levels in diabetic patients receiving preoperative carbohydrate loading.

Perlas used ultrasound to grade GV, which was measured in the right decubitus and supine positions to assess the risk of aspiration, The visualization of gastric antrum content was scored using the Perlas grading system: Grade 0, no content visible in the supine or right lateral (RLD) position; grade 1, clear gastric fluid content only in the RLD position, but not in the supine position; and grade 2, clear gastric fluid content visible in both supine and RLD positions[14]. Perlas grade II and GV ＞ 1.5 mL/kg have been reported to be associated with a high risk of reflux and aspiration[15,16]. Therefore, ultrasonography is used to evaluate GV both qualitatively and quantitatively. It is an economical, safe, noninvasive, and repeatable technique to assess the risk of anesthesia before surgery[17]. Data on preoperative carbohydrate loading in patients with T2D are limited[18,19]. In this study, we assessed GV, the incidence of hyperglycemia, and the risk of gastric reflux and aspiration using ultrasonography.We also evaluated the time and dose of preoperative carbohydrates using stratified analysis. These assessments allowed us to determine the safety and feasibility of preoperative carbohydrate loading in patients with T2D.

MATERlALS AND METHODS

Inclusion and exclusion criteria

Data of adult patients (age: 40-80 years) who received surgery under general anesthesia were enrolled according to the following inclusion criteria: (1) American Society of Anesthesiologists Physical Status Classification System (ASA) classified as II-III; (2) Definite diagnosis of T2D for ＞ 2 years; (3)Preoperative blood glucose ＜ 10 mmol/L; (4) Glycosylated hemoglobin (HbA1c) ＜ 8.5%; and (5) Body mass index (BMI) of 18-35 kg/m

. Patients were excluded from the study if they had any of the following: (1) Pregnancy; (2) Cardiac or renal dysfunction; (3) Hypothyroidism; (4) Obesity (BMI ＞ 35 kg/m

); (5) Digestive system diseases, including gastroesophageal reflux, peptic ulcer, digestive system tumors, cholelithiasis or history of upper gastrointestinal surgery; (6) Receiving antiemetic drugs or other drugs affecting gastrointestinal motility before operation; (7) Preoperative gastrointestinal decompression or nutrition; or (8) Unwilling to participate in the study.

Patients and study design

Enhanced recovery after surgery (ERAS) is a set of perioperative protocols to reduce complications,facilitate recovery, and decrease the length of hospitalization[1,2]. Insulin resistance is a critical complication of injury or stress. Most patients receiving surgery may develop postoperative insulin resistance. The resulting hyperglycemia is often associated with an increased risk of morbidity and mortality. ERAS recommends preoperative carbohydrate loading to decrease postoperative hyperglycemia by 50%, optimizing recovery[3-5].

The blood glucose level in all patients was tested before carbohydrate loading (T0) and anesthesia induction (T2). In groups 1, 2, and 3, blood glucose levels increased significantly at T2 compared with that at T0 (

＜ 0.05). In patients receiving 300 mL of the carbohydrate drink (group 3), the blood glucose level at T2 increased by ＞ 2 mmol/L, which was significantly higher than that in groups 1 and 2. This finding indicates that a 300 mL carbohydrate load may increase the blood glucose level in patients with T2D before anesthesia induction (Figure 4).

數(shù)學(xué)形態(tài)學(xué)是一種基于集合的濾波器。這一環(huán)節(jié)的關(guān)鍵是找好結(jié)構(gòu)元素。在本次實驗中選取22x7的矩形作為結(jié)構(gòu)元素，其長寬比例與要識別的車牌是相同的。相應(yīng)的通過腐蝕之后再膨脹運算能夠使得最終的圖形更加接近于實際的車牌形狀。為了通過數(shù)學(xué)形態(tài)學(xué)運算構(gòu)造連通區(qū)域，需要先對二值化之后的圖像進行閉運算，填補類似于車牌中字符之間的凹槽，如圖4所示。

Data collection and assessment

Ultrasonography was performed by an experienced investigator certified by the Chinese Health Commission. GV was assessed on the day of surgery before carbohydrate loading (T0, basal value), 2 min after carbohydrate loading (T1), and before anesthesia induction (T2). A standard convex ultrasound probe was used to scan the gastric antrum in the sagittal plane between the liver and pancreas, at first in the supine position and then in the RLD position. The gastric antrum content visualization was scored using the Perlas grading system: Grade 0, no content visible in the supine or RLD position; grade 1, clear gastric fluid content only in the RLD position, but not in the supine position; and grade 2, clear gastric fluid content visible in both supine and RLD positions[14]. The longitudinal (D1)and anteroposterior (D2) diameters of the antrum were determined, which were repeated 3 times and averaged (Figure 2). The gastric antral area (CSA) was calculated using the following formula: CSA = π× D1 × D2/4. A mathematical model was used to measure GV: 27 + 14.6 × CSA - 1.28 × age. In addition,blood glucose levels were monitored before carbohydrate loading (T0) and anesthesia induction (T2).Patients with GV

unit weight (GV/W) ＞ 1.5 mL/kg were regarded as having a high risk of reflux and aspiration. Gastrointestinal decompression was performed before anesthesia induction in these patients. If the blood glucose level was ＞ 10 mmol/L at T2, the surgery was delayed until it normalized.

Statistical analysis

The sample size was determined on the basis of the GV/W at different time periods. The average GV/W at T0, T1 and T2 in the control group was 0.66, 0.64, and 0.70 mL/kg, respectively, in our preliminary study. The values at T0, T1, and T2 in groups receiving 100 mL, 200 mL, and 300 mL carbohydrate drink were 0.45, 1.2, and 0.53 mL/kg; 0.70, 3.20, 0.85 mL/kg; and 0.65, 4.67, 0.8 mL/kg,respectively. Based on these values, we found that a sample of at least 20 patients in each group and 80 patients in total would ensure 80% power for the study to evaluate the effect of preoperative carbohydrate loading on GV. The 80% power was calculated considering a two-sided type I error of 0.05 by log-rank test and 20% loss to follow-up.

All statistical analyses were performed in SPSS (version 24.0, IBM, New York, United States).Normally distributed continuous data are presented as mean ± SD. Categorical data are presented as frequency or rate. Age, height, weight, BMI, course of the disease, HbA1c (%), and fasting blood glucose were compared using one-way ANOVA. The ASA scores, gender, and control of blood glucose were the Chi-square test or Fisher exact test. The GV

unit body weight and peripheral capillary blood glucose were examined with the repeated measures analysis of variance. The Bonferroni method was applied for pairwise comparisons in the repeated measures analysis of variance. All statistical analyses were two-sided tests. A

＜ 0.05 indicated a statistically significant difference.

RESULTS

Patient characteristics

A total of 78 patients with T2D were randomly allocated to 4 groups, with the control group receiving 0 mL, group 1 receiving 100 mL, group 2 receiving 200 mL, and group 4 receiving 300 mL carbohydrate drink. All groups were well balanced for characteristics, including gender, age, BMI, height, weight,ASA grade, disease course, HbA1c, fasting blood glucose level, and control of blood glucose (Table 1).

Analysis of GV

Preoperative carbohydrate loading ＜ 300 mL 2 h before anesthesia induction in patients with T2D did not affect GV or increase the risk of reflux and aspiration. Blood glucose level did not significantly change with preoperative carbohydrate loading of ＜ 200 mL. However, 300 mL carbohydrate loading may increase blood glucose levels in patients with T2D before anesthesia induction. In conclusion, it is safe for patients with T2D to drink 200 mL 14.2% carbohydrate 2 h before surgery. In the future, we will study whether preoperative consumption of 200 mL of 14.2% carbohydrate can reduce postoperative insulin resistance and promote recovery of patients.

Analysis of blood glucose levels

藥品管理指的是針對藥房當(dāng)中一部分容易讓人產(chǎn)生依賴性的藥品進行分類管理工作，這些容易上癮的藥品包括有阿片和阿片的衍生物，同時也包含有一些嗎啡、可卡因以及大麻的代用品等藥品。對于醫(yī)學(xué)來說，這一類藥品的使用是一把雙刃劍，在能夠幫助緩解患者疼痛的同時，如果使用過量還會影響患者的健康水平，因此為了防止藥物的濫用，需要在藥方加強藥品管理。

Boosting算法也是一種基于數(shù)據(jù)集重抽樣算法，與Bagging算法主要區(qū)別在于需要動態(tài)調(diào)整訓(xùn)練樣本中各數(shù)據(jù)權(quán)重，每一次迭代增加不能正確學(xué)習(xí)樣本權(quán)重，降低能正確學(xué)習(xí)樣本權(quán)重，從而提升在整個訓(xùn)練樣本數(shù)據(jù)集上的學(xué)習(xí)正確率?；舅惴ㄈ缦?。

DlSCUSSlON

Preoperative carbohydrate loading improves glycemic control and postoperative recovery in nondiabetic patients[3,4]. However, the practice of carbohydrate loading in patients with T2D is controversial because of reflux and aspiration concerns due to increased GV and delayed emptying. In our study, no difference was found in GV/W between T0 and T2 in all groups. This finding indicates that GV does not increase with a carbohydrate loading of ＜ 300 mL. Our results are in line with those of previous studies, which reported no delay in gastric emptying in patients with T2D compared with healthy control subjects[20]. Our patients drank 14.2% liquid carbohydrates with low osmotic pressure.Delayed gastric emptying seems to affect solids rather than liquids in patients with diabetes, which can possibly explain the similar GV between T0 and T2 in our study[10,21]. Furthermore, in our study, the preoperative fasting blood glucose level was controlled less than 10 mmol/L, which may reduce the incidence of delayed gastric emptying in T2D. Previous studies have shown that severe acute hyperglycemia may lead to delayed gastric emptying[22]. In summary, carbohydrate loading of ＜ 300 mL 2 h before anesthesia induction does not significantly affect GV in patients with T2D.

碲標(biāo)準(zhǔn)溶液A: 稱取0.1000 g單體碲(光譜純99.9%)于100 mL燒杯中，加入10 mL硝酸，低溫溶解，加4 mL硫酸(1+1)低溫加熱至恰好冒三氧化硫白煙，取下冷卻，加硫酸(1+8)溶解，移入500 mL容量瓶中，用硫酸(1+8)定容。含碲為200 μg/mL。碲標(biāo)準(zhǔn)溶液B:吸取25 mL碲標(biāo)準(zhǔn)溶液A于100 mL容量瓶中，用硫酸(1+8)定容，此溶液含碲50 μg/mL；硫酸(1+1)；鹽酸(1+1)；氫溴酸(1+1)-溴化鉀(飽和)：用氫溴酸(1+1)配制溴化鉀的飽和溶液；亞鐵氰化鉀溶液：20 g/L。

Change in blood glucose level was another focus of our study. In the control group, group 1 and group 2, blood glucose level increased by ＜ 2 mmol/L after carbohydrate loading. However, in patients receiving 300 mL of the carbohydrate drink (group 3), blood glucose levels increased by 3.4 mmol/L after 2 h. Studies have shown that a change in blood glucose level of ＜ 2 mmol/L after carbohydrate loading does not increase perioperative complications[12,27,28]. Therefore, our results support a preoperative carbohydrate loading of ＜ 200 mL in patients with T2D, although the optimal time for preoperative carbohydrate loading remains unaddressed. Carbohydrate loading 3 h before surgery does not pose a risk for hyperglycemia or aspiration in diabetic patients[12,20]. However, some researchers do not recommend the 2-h interval between carbohydrate loading and surgery due to concerns of delayed gastric emptying[29]. In our study, carbohydrate loading 2 h before anesthesia induction did not affect GV or increase the risk of reflux and aspiration. Future studies are warranted to confirm our results.

Our study has certain limitations. First, the blood glucose level of the enrolled patients was well controlled, and their preoperative FPG was ＜ 10 mmol/L. Further stratified analysis must be performed in patients with different levels of blood glucose and HbA1c. Second, data about primary diseases in our patients were lacking. Because primary diseases may affect GV and gastric emptying, the lack of suchdata could have introduced a bias in result interpretation. Finally, single-center study design and insufficient data limit further application of our results. Prospective, large-scale, randomized, and multicentered studies are needed to further validate our results.

CONCLUSlON

GV was assessed at 3 different time points as described above. Gastric content was first evaluated using the Perlas A scale. No difference was observed in patients with Perlas grade II at T0 and T2 among the groups (

＞ 0.05). GV/W was increased significantly at T1 in groups 1, 2, and 3. At T2, GV/W decreased significantly, with no statistical difference observed between T0 and T2 in all the groups (

＞ 0.05)(Figure 3). Moreover, the number of patients with GV/W ＞ 1.5 mL/kg was similar among the groups (

＞ 0.05) (Figure 3).

ARTlCLE HlGHLlGHTS

FOOTNOTES

2.3 NDM酶 NDM屬于B類金屬酶類，多見于ST14型的肺炎克雷伯菌攜帶。2008年從一名在印度接受治療的瑞典患者的樣本中檢出，此后NDM在全球范圍內(nèi)迅速傳播，目前發(fā)現(xiàn)的NDM亞型共16種，以NDM-1流行最為廣泛。

Natural Science Foundation of Fujian Province, No. 2019J01587.

The present study was approved by the Ethics Committee of Putian College Affiliated Hospital, No. 201936.

This study is registered at the Chinese Clinical trial registry, No.ChiCTR1900028529.

The risk of reflux and aspiration was further evaluated using Perlas grading determined by ultrasonography. Patients with Perlas grade I had ＜ 100 mL gastric content, whereas those with grade II had obvious gastric content in both supine and RLD positions[23]. Moreover, GV/W ＞ 1.5 mL/kg helps determine the risk of reflux and aspiration[24-26]. In our study, the number of patients with Perlas grade II and GV/W ＞ 1.5 mL/kg did not differ among the groups. This finding further confirms that preoperative carbohydrate loading does not increase the risk of reflux and aspiration in patients with T2D. However, it should be noted that all our groups had patients with Perlas grade II and GV/W ＞ 1.5 mL/kg. This indicates the importance of performing routine preoperative GV ultrasonography in patients with diabetes.

All study participants or their legal guardian provided informed written consent about personal and medical data collection prior to study enrolment.

The authors declare that they have no competing interests.

不斷加強與氣象部門的會商和信息共享工作，國土資源部門向氣象部門提供隱患點名稱及區(qū)域分布、群測群防體系通訊錄等相關(guān)資料，氣象部門向我們提供全年氣候趨勢預(yù)測、重要天氣消息、專題氣象匯報、降水實況、區(qū)域站點降水統(tǒng)計、一周天氣預(yù)報、每日天氣預(yù)報等較詳盡的氣象資料，為強降雨期間指揮、調(diào)度全市地質(zhì)災(zāi)害防范工作了提供科學(xué)的依據(jù)。有的縣市還通過“村村響”喇叭或自行編制風(fēng)險預(yù)警短信發(fā)送至各鄉(xiāng)鎮(zhèn)、村及各隱患點監(jiān)測員，通知各級及時開展防范工作，從而切實打通地質(zhì)災(zāi)害風(fēng)險預(yù)警最后一公里的問題。2.2.4制度建設(shè)是保障

The datasets generated during and/or analyzed during the current study are not publicly available but are available from the corresponding author on reasonable request.

The authors have read the CONSORT 2010 Statement, and the manuscript was prepared and revised according to the CONSORT 2010 Statement.

This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BYNC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is noncommercial. See: https://creativecommons.org/Licenses/by-nc/4.0/

本研究采用 UPLC-MS/MS 法同時測定慢性不可預(yù)見性溫和應(yīng)激模型大鼠腦脊液樣品中 5-羥色胺和 5-HIAA 的濃度，該方法簡單、快速，可用于腦脊液中 5-羥色胺和 5-HIAA 的含量測定。

China

步驟3：考察屬性aj中的每一個候選斷點Caj的存在性，即把原始決策表中與Caj相鄰的2個屬性值中的較小值改成較大值。如果此時的決策表不會產(chǎn)生沖突，那么把Caj從斷點集中去除；否則，還原已修改的屬性值。

Xin-Qiang Lin 0000-0001-6568-9433; Yu-Ren Chen 0000-0002-5074-4329; Xiao Chen 0000-0001-8220-0599; Yu-Ping Cai 0000-0001-6254-3332; Jian-Xin Lin 0000-0002-1699-6418; De-Ming Xu 0000-0002-6531-6124; Xiao-Chun Zheng 0000-0002-6213-0789.

Fan JR

A

Fan JR

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