Application Value of NLR,PLR,LMR,HEART score,and POCT in Early Warning and Accurate Graded Diagnosis of High-Risk Chest Pain in Emergency Medicine

Objective: To evaluate the application value of neutrophils/lymphocytes (NLR), platelets/lymphocytes (PLR), lymphocytes/monocytes (LMR), HEART (history, electrocardiogram, age, risk factors, and troponin) score, and point-of- care testing (POCT) in the early warning and precise diagnosis of high-risk chest pain in emergency medicine. Methods: A total of 157 patients with acute chest pain who were admitted to the emergency department and chest pain treatment unit of our hospital between August 2022 and September 2023 were selected. Rapid testing of bedside myocardial markers (ultrasensitive troponin (hs-cTnI), myoglobin (MYO), creatine kinase isoenzyme (CK-MB), D-dimer (D-Dimer), and N-terminal B-type natriuretic peptide precursor (NT-proBNP)) was performed on the patients using a POCT device (ThermoKing BioMQ60proB). A HEART score was used to classify the patients into low (n = 53), intermediate (n = 59), and high-risk (n = 45) groups, and the NLR, PLR, and LMR were calculated. The NLR, PLR, and LMR values were compared among the three groups of patients, and the optimal cutoff values as well as sensitivity and specificity were determined based on receiver operating characteristic (ROC) analysis. Results: The HEART scores of patients in the low-risk, intermediate-risk, and high-risk groups were (2.72 ± 0.24), (4.75 ± 0.56), and (5.32 ± 0.73) respectively, and the differences were statistically significant (P < 0.05). Compared with the low-risk group, the intermediate-risk group and high-risk group had a significantly higher NLR and PLR, and a significantly lower LMR;the high-risk group had higher NLR and PLR and lower values of LMR as compared to the other two groups, and the difference was statistically significant (P < 0.05). The ROC curves suggested that the area under the curve, sensitivity, and specificity of the combined diagnosis of NLR, PLR, LMR, HEART score, and POCT were greater than those of LR, PLR, and LMR with HEART score and POCT alone. Conclusion: The combined application of NLR, PLR, LMR, HEART score, and POCT has significant application value in the early warning and precise diagnosis of emergency high-risk chest pain. It provides a more simple, easy-to-access, and efficient assessment index for the clinical prediction and treatment of emergency high- risk chest pain.

Impact of Optimizing Emergency Nursing Processes on Resuscitation Success in Patients with Acute Chest Pain

Objective:To analyze the effect of optimizing the emergency nursing process in the resuscitation of patients with acute chest pain and the impact on the resuscitation success rate.Methods:66 patients with acute chest pain received by the emergency department of our hospital from January 2022 to December 2023 were selected as the study subjects and divided into two groups according to the differences in the emergency nursing process,i.e.,33 patients receiving routine emergency care were included in the control group,and 33 patients receiving the optimization of emergency nursing process intervention were included in the observation group.Patients’resuscitation effect and satisfaction with nursing care in the two groups were compared.Results:The observation group’s consultation assessment time,reception time,admission to the start of resuscitation time,and resuscitation time were shorter than that of the control group,the resuscitation success rate was higher than that of the control group,and the incidence of adverse events was lower than that of the control group,with statistically significant differences(P<0.05);and the observation group’s satisfaction with nursing care was higher than that of the control group,with statistically significant differences(P<0.05).Conclusion:Optimization of emergency nursing process intervention in the resuscitation of acute chest pain patients can greatly shorten the rescue time and improve the success rate of resuscitation,with higher patient satisfaction.

Usefulness of PQRST pain assessment method for non-traumatic chest pain

Background The symptom of chest pain is one of the most common presenting complaints seen in primary and secondary care and is the leading cause of emergency department visits. PQRST pain assessment method might be useful, but contemporary researches of its feasibility for chest pain patients are limited. Methods Between March 2017 and August 2017, 533 consecutive patients as control group and 657 cases as treatment group were retrospectively recruited in the Emergency Department of our center. We compared the time took for the first cardiogram, the time spent in the emergency department, triage accuracy and patient stratification rate between two groups. Results In treatment group, statistically less time was spent to take the first cardiogram（5.3±1.2 vs. 11.2±2.5, P 〈 0.001）. This group had higher triage accuracy（92.34% vs. 86.91%, P = 0.003）and patient stratification（95.51% vs. 91.48%, P = 0.006）. Conclusions PQRST pain assessment method is useful and feasible for increasing triage accuracy and patient stratification rate of non-Traumatic chest pain patients in emergency department.

Exploring the Feasibility of Machine Learning to Predict Risk Stratification Within 3 Months in Chest Pain Patients with Suspected NSTE-ACS

Objective We aimed to assess the feasibility and superiority of machine learning(ML)methods to predict the risk of Major Adverse Cardiovascular Events(MACEs)in chest pain patients with NSTE-ACS.Methods Enrolled chest pain patients were from two centers,Beijing Anzhen Emergency Chest Pain Center Beijing Bo’ai Hospital,China Rehabilitation Research Center.Five classifiers were used to develop ML models.Accuracy,Precision,Recall,F-Measure and AUC were used to assess the model performance and prediction effect compared with HEART risk scoring system.Ultimately,ML model constructed by Naïve Bayes was employed to predict the occurrence of MACEs.Results According to learning metrics,ML models constructed by different classifiers were superior over HEART(History,ECG,Age,Risk factors,&Troponin)scoring system when predicting acute myocardial infarction(AMI)and all-cause death.However,according to ROC curves and AUC,ML model constructed by different classifiers performed better than HEART scoring system only in prediction for AMI.Among the five ML algorithms,Linear support vector machine(SVC),Naïve Bayes and Logistic regression classifiers stood out with all Accuracy,Precision,Recall and F-Measure from 0.8 to 1.0 for predicting any event,AMI,revascularization and all-cause death(vs.HEART≤0.78),with AUC from 0.88 to 0.98 for predicting any event,AMI and revascularization(vs.HEART≤0.85).ML model developed by Naïve Bayes predicted that suspected acute coronary syndrome(ACS),abnormal electrocardiogram(ECG),elevated hs-cTn I,sex and smoking were risk factors of MACEs.Conclusion Compared with HEART risk scoring system,the superiority of ML method was demonstrated when employing Linear SVC classifier,Naïve Bayes and Logistic.ML method could be a promising method to predict MACEs in chest pain patients with NSTE-ACS.

New scoring system for acute chest pain risk stratification: Is it worth SVEAT-ing it?

The emergency room is a very potent environment in the hospital.With the growing demands of the population,improved accessibility to health resources,and the onslaught of the triple pandemic,it is extremely crucial to triage patients at presentation.In the spectrum of complaints,chest pain is the commonest.Despite it being a daily ailment,chest pain brings concern to every physician at first.Chest pain could span from acute coronary syndrome,pulmonary embolism,and aortic dissection(all potentially fatal)to reflux,zoster,or musculoskeletal causes that do not need rapid interventions.We often employ scoring systems such as GRACE/PURSUIT/TIMI to assist in clinical decision-making.Over the years,the HEART score became a popular and effective tool for predicting the risk of 30-d major adverse cardiovascular events.Recently,a new scoring system called SVEAT was developed and compared to the HEART score.We have attempted to summarize how these scoring systems differ and their generalizability.With an increasing number of scoring systems being introduced,one must also prevent anchorage bias;i.e.,tools such as these are only diagnosis-specific and not organ-specific,and other emergent differential diagnoses must also be kept in mind before discharging the patient home without additional workup.

A Qualitative Study of the Triage of Patients with Non-Traumatic Acute Abdomen

Objective: To explore the work experience of medical staff in the emergency department of a general hospital in the triage of patients with non-traumatic acute abdomen to formulate corresponding intervention measures and branch evaluation tools. Methods: With descriptive phenomenology as the research method, semi-structured interviews were conducted with the medical staff in a tertiary hospital in Nanjing from February 1st to 10th, 2023, and Colaizzi seven-step analysis was used to analyze the data. Results: A total of 17 emergency medical staff were interviewed in this study. Four themes were derived from the analysis of the data: the etiology of acute abdomen is complex, so it is difficult to categorize them: acute abdomen requires immediate treatment, but the treat will be delayed if the categorization is inaccurate;the high pressure of nurses and the accuracy in categorizing the patients are problems that should be addressed. Conclusion: The categorization of patients with non-traumatic acute abdomen is challenging. Therefore, it is necessary to carry out corresponding intervention and formulate appropriate departmental evaluation tools to improve the accuracy of categorization of patients with acute abdomen.

Potential impact of early physiotherapy in the emergency department for non-traumatic neck and back pain

BACKGROUND: Musculoskeletal complaints, especially non-traumatic neck and back pain, are routinely encountered in the emergency department(ED) and lead to ED overcrowding, a burgeoning wait time for physiotherapy and outpatient orthopedic reviews. The study aimed to evaluate the impact of early physiotherapy evaluation and treatment(EPET) vs. standard care(SC) on clinical outcomes for patients presenting to the ED with non-traumatic neck and back pain.METHODS: A retrospective observational study of 125 patients who presented to the ED with non-traumatic neck and back pain with/without peripheral symptoms from July 2010 to February 2011. Neck Disability Index(NDI), Modifi ed Oswestry Low Back Pain Disability Questionnaire(MODI) and 11-point Numeric Pain Rating Scale were used as outcome measures and compared between groups at a mean of 34 days from their initial ED visit.RESULTS: We identifi ed a total of 125 patients. EPET group comprised 62 patients(mean age, 45 years; men, 63%) and SC group comprised 63 patients(mean age, 45 years; men, 43%). The EPET and SC groups received physiotherapy at a median of 4 and 34 days respectively from their fi rst ED visit. EPET patients had signifi cantly lower levels of disability(9.0% vs. 33.4%, Welch t-test, P<0.001) and pain(median value, 1 vs. 4 points, Mann-Whitney U-test, P<0.001) compared with SC patients.CONCLUSION: Early access to physiotherapy in ED was associated with reduced pain and disability levels. EPET protocol can potentially decrease the demand on outpatient orthopedic services, thereby freeing up available resources to treat patients who are more likely to benefi t from it.

Etiology of non-traumatic acute abdomen in pediatric emergency departments

Acute abdominal pain is a common complaint in pediatric emergency departments. A complete evaluation is the key factor approaching the disease and should include the patient's age, any trauma history, the onset and chronicity of the pain, the related symptoms and a detailed physical examination. The aim of this review article is to provide some information for physicians in pediatric emergency departments, with the age factors and several causes of non-traumatic acute abdominal pain. The leading causes of acute abdominal pain are divided into four age groups: infants younger than 2 years old, children 2 to 5, children 5 to 12, and children older than 12 years old. We review the information about acute appendicitis, intussusception, HenochSchnlein purpura, infection, Meckel's diverticulum and mesenteric adenitis. In conclusion, the etiologies of acute abdomen in children admitted to the emergency department vary depending on age. A complete history and detailed physical examination, as well as abdominal imaging examinations, could provide useful information for physicians in the emergency department to narrow the differential diagnosis of abdominal emergencies and give a timely treatment.

Chest pain caused by multiple exostoses of the ribs: A case report and a review of literature

The aim of this paper is to report an exceptional case of multiple internal exostoses of the ribs in a young patient affected by multiple hereditary exostoses(MHE) coming to our observation for chest pain as the only symptom of an intra-thoracic localization. A 16 years old patient with familiar history of MHE came to our observation complaining a left-sided chest pain. This pain had increased in the last months with no correlation to a traumatic event. The computed tomography(CT) scan revealed the presence of three exostoses located on the left third, fourth and sixth ribs, all protruding into the thoracic cavity, directly in contact with visceral pleura. Moreover, the apex of the one located on the sixth rib revealed to be only 12 mm away from pericardium. Patient underwent video-assisted thoracoscopy with an additional 4-cm mini toracotomy approach. At the last 1-year followup, patient was very satisfied and no signs of recurrence or major complication had occured. In conclusion, chest pain could be the only symptom of an intra-thoracic exostoses localization, possibly leading to serious complications. Thoracic localization in MHE must be suspected when patients complain chest pain. A chest CT scan is indicated to confirm exostoses and to clarify relationship with surrounding structures. Video-assisted thoracoscopic surgery can be considered a valuable option for exostoses removal, alone or in addiction to a mini-thoracotomy approach, in order to reduce thoracotomy morbidity.

High-resolution computed tomography in patients with atypical 'cardiac' chest pain: a study investigating patients at 10-year cardiovascular risks defined by the Framingham and PROCAM scores

Background and objective Atypical 'cardiac' chest pain (ACCP) is not usually caused by myocardial ischaemia. Current noninvasive investigations for these symptoms are not yet as accurate as invasive coronary angiography. The latest 64-row multi-detector computed tomography (MDCT) technology is non-invasive, has high specificity and negative predictive values for the detection of significant coronary disease. Our aim was to investigate if this modality can provide more information in the assessment of outpatients with ACCP in addition to established cardiovascular risk scores. Methods Seventy consecutive patients presenting to the outpatient clinic with ACCP underwent 64-row MDCT scan of the coronary arteries. They were categorized into low, medium or high risk groups based upon the Framingham and PROCAM scores. We defined a clinically abnormal MDCT scan as coronary stenosis =50% or calcium score ＞400 Agatston. Results Fifty-three (75.7%) patients did not have clinically abnormal scans. Framingham score classified 43 patients as low-risk while PROCAM classified 59 patients as low-risk. MDCT scans were abnormal for 18.6% and 22.0% of the respective low-risk group of patients. For patients with medium-to-high risk, 33.3% and 36.4% of Framingham and PROCAM patient groups respectively had abnormal MDCT scans. Conclusion MDCT adds valuable information in the assessment of patients with ACCP by identifying a significant proportion of patients categorized as low-risk to have underlying significant coronary stenosis and coronary calcification by established cardiovascular risk scores.

Exertional esophageal pH-metry and manometry in recurrent chest pain

AIM: To investigate the diagnostic efficacy of 24-h and exertional esophageal pH-metry and manometry in patients with recurrent chest pain. METHODS: The study included 111 patients (54% male) with recurrent angina-like chest pain, non-respon- sive to therapy with proton pump inhibitors. Sixty-five (59%) had non-obstructive lesions in coronary artery angiography, and in 46 (41%) significant coronary artery narrowing was found. In all patients, 24-h esophageal pH-metry and manometry, and treadmill stress tests with simultaneous esophageal pH-metry and manometry monitoring were performed. During a 24-h examination the percentage of spontaneous chest pain (sCP) episodes associated with acid reflux or dysmotility (symptom index, SI) was calculated. Patients with SI > 50% for acid gastroesophageal reflux (GER) were classified as having GER-related sCP. The remaining symptomatic individuals were determined as having non-GER-related sCP. During the stress test, the occurrence of chest pain, episodes of esophageal acidification (pH < 4 for 10 s) and esophageal spasm with more than 55% of simultaneous contractions (exercise-provoked esophageal spasm or EPES) were noted. RESULTS: Sixty-eight (61%) individuals reported sCP during 24-h esophageal function monitoring. Eleven of these (16%) were classified as having GER-related sCP and 53/68 (84%) as having non-GER-related sCP. The exercise-provoked chest pain during a stress test occurred in 13/111 (12%) subjects. In order to compare the clinical usefulness of 24-h esophageal function monitoring and its examination limited only to the treadmill stress test, the standard parameters of diagnostic test evaluation were determined. The occurrence of GER- related or non-GER-related sCP was assumed as a "gold standard". Afterwards, accuracy, sensitivity and specificity were calculated. These parameters expressed a prediction of GER-related or non-GER-related sCP occurrence by the presence of chest pain, esophageal acidification and EPES. Accuracy, sensitivity and specificity of chest pain during the stress test predicting any sCP occurrence were 28%, 35% and 80%, respectively, predicting GER- related sCP were 42%, 0% and 83%, respectively, and predicting non-GER-related sCP were 57%, 36% and 83%, respectively. Similar values were obtained for exercise-related acidification with pH < 4 longer than 10 s in the prediction of GER-related sCP (44%, 36% and 92%, respectively) and EPES in relation to non-GER-related sCP (48%, 23% and 84%, respectively). CONCLUSION: The presence of chest pain, esophageal acidification and EPES had greater than 80% specificity to exclude the GER-related and non-GER-related causes of recurrent chest pain.

Congenital partial absence of the pericardium in a young man with atypical chest pain

Pericardial defects are infrequent congenital anomalies due to agenesis caused by premature atrophy of the common cardinal vein or Cuvier duct during the 5th or 6th week of embryonic life. These congenital defects are rare, typically observed as an incidental finding and usually remain asymptomatic. Nevertheless, the more widespread use of modern imaging techniques has contributed to an increase of its incidence in recent years. There is currently no consensus regarding therapeutic options, all of which are based on small retrospective studies that evaluate the risk of developing a life-threatening complication such as herniation and incarceration of the myocardium. We report on a 22-year-old male who presented with sudden onset of sharp chest pain and dyspnea. Computed tomography and cardiac magnetic resonance scan revealed a pericardial defect adjacent to the lateral free wall of the left atrium with associated herniation of the left atrial appendage. The patient was managed conservatively and had an uneventful clinical progress.

Exercise-provoked esophageal motility disorder in patients with recurrent chest pain

AIM:To investigate the relationship between exerciseprovoked esophageal motility disorders and the prognosis for patients with chest pain.METHODS:The study involved 63 subjects with recurrent angina-like chest pain non-responsive to empirical therapy with proton pump inhibitor(PPI).In all,a coronary artery angiography,panendoscopy,24-h esophageal pH-metry and manometry,as well as a treadmill stress test with simultaneous esophageal pH-metry and manometry monitoring,were performed.Thirtyfive subjects had no significant coronary artery lesions,and 28 had more than 50% coronary artery narrowing.In patients with hypertensive esophageal motility disorders,a calcium antagonist was recommended.The average follow-up period was 977 ± 249 d.RESULTS:The prevalence of esophageal disorders,such as gastroesophageal reflux or diffuse esophageal spasm,was similar in patients both with and without significant coronary artery narrowing.Exercise prompted esophageal motility disorders,such as a decrease in the percentage of peristaltic and effective contractions and their amplitude,as well as an increase in the percentage of simultaneous and non-effective contractions.In 14(22%) patients the percentage of simultaneous contractions during the treadmill stress test exceeded the value of 55%.Using Kaplan-Meier analysis and the proportional hazard Cox regression model,it was shown that the administration of a calcium channel antagonist in patients with such an esophageal motility disorder significantly decreased the risk of hospitalization as a result of a suspicion of acute coronary syndrome after the 2.7-year follow-up period.CONCLUSION:In patients with chest pain non-responsive to PPIs,a diagnosis of exercise-provoked esophageal spasm may have the effect of lowering the risk of the next hospitalization.

Health-related quality of life in gastroesophageal reflux patients with noncardiac chest pain: Emphasis on the role of psychological distress

AIM To investigate the effects of depression and anxiety on health-related quality of life(QoL)in gastroesophageal reflux disease(GERD)patients and those suffering from cardiac(CCP)and noncardiac(NCCP)chest pain in Wuhan,China.METHODS In this cross-sectional study,a total of 358 consecutive patients with GERD were enrolled in Wuhan,China,of which 176 subjects had complaints of chest pain.Those with chest pain underwent coronary angiography and were divided into a CCP group(52 cases)and NCCP group(124 cases).Validated GERD questionnaires were completed,and the 36-item Short-Form Health Survey and Hospital Anxiety/Depression Scale were used for evaluation of Qo L and psychological symptoms,respectively.RESULTS There were similar ratios and levels of depression and anxiety in GERD with NCCP and CCP.However,the QoL was obviously lower in GERD with CCP than NCCP(48.34±17.68 vs 60.21±20.27,P<0.01).In the GERD-NCCP group,rather than the GERD-CCP group,the physical and mental QoL were much poorer in subjects with depression and/or anxiety than those without anxiety or depression.Anxiety and depression had strong negative correlations with both physical and mental health in GERD-NCCP(all P<0.01),but only a weak relationship with mental components of QoL in GERD-CCP.CONCLUSION High levels of anxiety and depression may be more related to the poorer QoL in GERD patients with NCCP than those with CCP.This highlights the importance of evaluation and management of psychological impact for improving QoL in GERD-NCCP patients.

Experimental human pain models in gastro-esophageal reflux disease and unexplained chest pain

Methods related to experimental human pain research aim at activating different nociceptors, evoke pain from different organs and activate specific pathways and mechanisms. The different possibilities for using mechanical, electrical, thermal and chemical methods in visceral pain research are discussed with emphasis of combinations (e.g., the multimodal approach). The methods have been used widely in assessment of pain mechanisms in the esophagus and have contributed to our understanding of the symptoms reported in these patients. Hence abnormal activation and plastic changes of central pain pathways seem to play a major role in the symptoms in some patients with gastro-esophageal reflux disease and in patients with functional chest pain of esophageal origin. These findings may lead to an alternative approach for treatment in patients that does not respond to conventional medical or surgical therapy.

Chest pain without a clue-ultrasound to rescue occult multiple myeloma: A case report

BACKGROUND Chest pain is one of the most common symptoms with which a patient presents to a doctor.Differentials include,but are not limited to,cardiac pulmonary,gastrointestinal,psychosomatic and musculoskeletal causes.In our case,ultrasound of the chest wall paved the way for the diagnosis of multiple myeloma,which occultly presented with chronic chest pain.CASE SUMMARY Here we report a case of 50-year-old man with chronic chest pain without anemia or renal failure who was diagnosed with multiple myeloma,despite negative bence jones protein and M band electrophoresis.An ultrasound of the chest wall showed cortical irregularities along with a hypoechoic mass in the sternum and left 5th rib,which helped us in clinching the diagnosis.CONCLUSION Ultrasound of bone can often aid in reaching a diagnosis indirectly if not directly.

Takotsubo cardiomyopathy misdiagnosed as acute myocardial infarction under the Chest Pain Center model:A case report

BACKGROUND With the spread and establishment of the Chest Pain Center in China,adhering to the idea that“time is myocardial cell and time is life”,many hospitals have set up a standardized process that ensures that patients with acute myocardial infarction(AMI)who meet emergency percutaneous coronary intervention(PCI)guidelines are sent directly to the DSA room by the prehospital emergency doctor,saving the time spent on queuing,registration,payment,re-examination by the emergency doctor,and obtaining consent for surgery after arriving at the hospital.Takotsubo cardiomyopathy is an acute disease that is triggered by intense emotional or physical stress and must be promptly differentiated from AMI for its appropriate management.CASE SUMMARY A 52-year-old female patient was taken directly to the catheterization room to perform PCI due to 4 h of continuous thoracalgia and elevation of the ST segment in the V3–V5 lead,without being transferred to the emergency department according to the Chest Pain Center model.Loading doses of aspirin,clopidogrel and statins were administered and informed consent for PCI was signed in the ambulance.On first look,the patient looked nervous in the DSA room.Coronary angiography showed no obvious stenosis.Left ventricular angiography showed that the contraction of the left ventricular apex was weakened,and the systolic period was ballooning out,showing a typical“octopus trap”change.The patient was diagnosed with Takotsubo cardiomyopathy.Five days later,the patient had no symptoms of thoracalgia,and the serological indicators returned to normal.She was discharged with a prescription of medication.CONCLUSION Under the Chest Pain Center model for the treatment of patients with chest pain showing ST segment elevation,despite the urgency of time,Takotsubo cardiomy-opathy must be promptly differentiated from AMI for its appropriate management.

A modified HEART risk score in chest pain patients with suspected non-ST-segment elevation acute coronary syndrome

ObjectiveTo 验证一颗修改的心[历史，心动电流描记器( ECG )，年龄，风险因素和 Troponin ]在有怀疑的 non-ST-segment 举起的胸疼痛病人的风险分数在紧急情况部门(编辑)的急性冠的症候群(NSTE交流)回顾的队学习使用了的 .MethodsThis 病人们与怀疑的NSTE交流承认了到紧急情况部门的有希望地获得的数据库和胸疼痛被注册。在 ED 在到达上记录的数据被使用。除我在心风险使用了的常规心脏的 Troponin 以外，我获得的高敏感的心脏的 Troponin 的浆液样品被测试。修改的心风险分数是计算的。结束 point ；是出现 of ；主要 adverse ；定义为的心脏的事件(向)一尖锐心肌的梗塞( AMI )合成，经皮的干预(一种总线标准)，冠的动脉绕过接枝( CABG )，或所有原因死亡，在在 1,300 全部的起始的 presentation.ResultsA 以后的三个月以内，病人们被注册。606 个病人(46.6%) 的一个总数在三个月以内有向：205 个病人(15.8%) 与 AMI 被诊断， 465 个病人(35.8%) 经历了一种总线标准，并且 119 个病人(9.2%) 经历了 CABG。有 10 (0.8%) 死亡。当分数增加了，增加事件率的一个进步、重要模式被观察(P <；0.001 由 χ；为趋势的 2) 。在操作典型曲线的接收装置下面的区域是 0.84。所有病人被分类进三个组：低风险(20 0-2 ) ，中间的风险(20 3-4 ) ，和高风险(20 5-10 ) 。事件率是 1.1% ， 18.5% ，和 67.0% ，分别地(P <；0.001 ).ConclusionsThe 修改了心风险 20 与怀疑的 NSTE 交流在胸疼痛病人被验证并且可以在编辑 A 补充向风险评价和病人 triage 分数的未来的学习被保证。

Prognostic performance of interleukin-10 in patients with chest pain and mild to moderate coronary artery lesions an 8-year follow-up study

BackgroundInterleukin (IL )-10, IL-6 和他们的比率(IL-6/IL-10 ) 在得冠的动脉疾病的风险起一个重要作用，并且可以与它的结果相关。很少临床的试用在与胸 pain.MethodsA 介绍的病人在长期的心血管的事件上调查了这些因素的预示的影响未来的学习在胸疼痛地招收并且识别的 566 个病人上被执行对中等冠的动脉损害温和。IL-10， IL-6 和 IL-6/IL-10 是完成的 511 个病人全部的 measured.ResultsA 后续。中部的后续时间是 74 个月。Kaplan-Meier 分析与 IL-10 的在中部下面的层次在病人在后续时期期间表明了主要不利心脏的事件的发生的清楚的增加(P = 0.006 ) 并且 IL-6/IL-10 的在中部上面的层次(P = 0.012 ) 。比例的危险分析显示了的穆尔蒂瓦里伊特·考克斯是在为内在的 confounders.ConclusionsElevated IL-10 层次的调整以后的强壮的独立预言者的 IL-10 层次胸疼痛地在病人与更有利的长期的预后被联系并且对中等冠的动脉损害温和。IL-10 能被用于对长期的预后的早风险评价。

Risk stratification of patients who present with chest pain and have normal troponins using a machine learning model

BACKGROUND Risk stratification tools exist for patients presenting with chest pain to the emergency room and have achieved the recommended negative predictive value(NPV)of 99%.However,due to low positive predictive value(PPV),current stratification tools result in unwarranted investigations such as serial laboratory tests and cardiac stress tests(CSTs).AIM To create a machine learning model(MLM)for risk stratification of chest pain with a better PPV.METHODS This retrospective cohort study used de-identified hospital data from January 2016 until November 2021.Inclusion criteria were patients aged>21 years who presented to the ER,had at least two serum troponins measured,were subsequently admitted to the hospital,and had a CST within 4 d of presentation.Exclusion criteria were elevated troponin value(>0.05 ng/mL)and missing values for body mass index.The primary outcome was abnormal CST.Demographics,coronary artery disease(CAD)history,hypertension,hyperlipidemia,diabetes mellitus,chronic kidney disease,obesity,and smoking were evaluated as potential risk factors for abnormal CST.Patients were also categorized into a high-risk group(CAD history or more than two risk factors)and a low-risk group(all other patients)for comparison.Bivariate analysis was performed using a χ^(2) test or Fisher’s exact test.Age was compared by t test.Binomial regression(BR),random forest,and XGBoost MLMs were used for prediction.Bootstrapping was used for the internal validation of prediction models.BR was also used for inference.Alpha criterion was set at 0.05 for all statistical tests.R software was used for statistical analysis.RESULTS The final cohort of the study included 2328 patients,of which 245(10.52%)patients had abnormal CST.When adjusted for covariates in the BR model,male sex[risk ratio(RR)=1.52,95%confidence interval(CI):1.2-1.94,P<0.001],CAD history(RR=4.46,95%CI:3.08-6.72,P<0.001),and hyperlipidemia(RR=3.87,95%CI:2.12-8.12,P<0.001)remained statistically significant.Incidence of abnormal CST was 12.2%in the high-risk group and 2.3%in the low-risk group(RR=5.31,95%CI:2.75-10.24,P<0.001).The XGBoost model had the best PPV of 24.33%,with an NPV of 91.34%for abnormal CST.CONCLUSION The XGBoost MLM achieved a PPV of 24.33%for an abnormal CST,which is better than current stratification tools(13.00%-17.50%).This highlights the beneficial potential of MLMs in clinical decision-making.