Sleep apnea causes cardiac arrest, sleep rhythm disorders, nocturnal hypoxia and abnormal blood pressure fluctuations in patients, which eventually lead to nocturnal target organ damage in hypertensive patients. The incidence of obstructive sleep apnea hypopnea syndrome (OSAHS) is extremely high, which seriously affects the physical and mental health of patients. This study attempts to extract features associated with OSAHS from 24-hour ambulatory blood pressure data and identify OSAHS by machine learning models for the differential diagnosis of this disease. The study data were obtained from ambulatory blood pressure examination data of 339 patients collected in outpatient clinics of the Chinese PLA General Hospital from December 2018 to December 2019, including 115 patients with OSAHS diagnosed by polysomnography (PSG) and 224 patients with non-OSAHS. Based on the characteristics of clinical changes of blood pressure in OSAHS patients, feature extraction rules were defined and algorithms were developed to extract features, while logistic regression and lightGBM models were then used to classify and predict the disease. The results showed that the identification accuracy of the lightGBM model trained in this study was 80.0%, precision was 82.9%, recall was 72.5%, and the area under the working characteristic curve (AUC) of the subjects was 0.906. The defined ambulatory blood pressure features could be effectively used for identifying OSAHS. This study provides a new idea and method for OSAHS screening.
ObjectiveTo explore the diagnostic efficacy of Geriatric Nutritional Risk Index (GNRI) in malnutrition of elderly patients with chronic obstructive pulmonary disease (COPD) in outpatient department. MethodsOne hundred and five elderly outpatients with COPD were enrolled in the study, and their nutritional screening was carried out. The clinical and laboratory parameters of patients in the normal nutrition group (high GNRI group) and malnutrition group (low GNRI group) were compared, and the correlation analysis was conducted. The diagnostic efficacy of GNRI was evaluated based on the malnutrition universal screening tool (MUST). ResultsThe prevalence of malnutrition was high in COPD elderly outpatients. The prevalence of malnutrition in group D was 61.8%. There were significant differences between the two groups in body mass index, serum albumin, FEV1 percentage in the predicted value, 6-minute walk distance, and the number of acute exacerbations in the past year. GNRI was significantly related to the above parameters. The sensitivity, specificity and accuracy of GNRI were 81.8%, 83.6% and 82.9%, using MUST as the standard. ConclusionGNRI can be used for nutritional screening of COPD patients in elderly outpatients, which is simple, convenient and relatively accurate, and can be popularized in other medical institutions.
This study aimed to comprehensively evaluate the biological activity in different passage populations of mesenchymal stem cells (BMSCs) derived from bone marrow in ovariectomy osteoporotic rats (named OVX-rBMSCs), providing experimental basis for new osteoporotic drug development and research. OVX-rBMSCs were isolated and cultured in vitro by the whole bone marrow adherent screening method. The morphological observation, cell surface markers (CD29, CD45, CD90) detection, cell proliferation, induced differentiation experimental detection were performed to evaluate the biological activity of Passage 1, 2, 3, 4 populations (P1, P2, P3, P4) OVX-rBMSCs. The results showed that whole bone marrow adherent culture method isolated and differentially subcultured OVX-The morphology of P4 OVX-rBMSCs was identical fibroblast-like and had the characteristics of ultrastructure of stem cells. The CD29 positive cells rate, CD90 positive cells rate, cell proliferation index, and the osteogenic, adipogenic, chondrogenic differentiation capacities of P4 OVX-rBMSCs were significantly better than those of other populations (P < 0.05). OVX-rBMSCs purity and biological activity were gradually optimized with the passaged, and among them P4 cells were superior to all the other populations. Based on these results, we report that the P4 OVX-rBMSCs model developed in this study can be used to develop a new and effective medical method for osteoporotic drug screening.
ObjectiveTo evaluate nutritional risk of patients with esophagus cancer before operation using nutritional risk screening 2002 (NRS2002), and explore the relationship between nutritional risk score and postoperative results. MethodsWe prospectively evaluated the nutritional risk of 225 patients with esophagus carcinoma patients who were admitted in Renji Hospital Affiliated to Shanghai Jiaotong University School of Medicine between March 2012 and March 2013 using NRS2002, in accordance with disease severity score, nutritional status score and age score(age≥70 years old score was 1 point, < 70 years old for 0 point). There were 136 males and 89 females with age of 64.0±8.2 years (ranged from 41 to 85 years). Postoperative results include postoperative complications, mortality, and length of hospital stay. ResultsThe number of patients with preoperative score≥3 points was 75 (33.3%), < 3 points was 150 (66.7%). The incidence rate of postoperative complications was 26.7% in the patients with NRS2002 score≥3 points, and was 12.0% in those with NRS2002 score < 3 points(P < 0.05). And the total hospital stay time was longer in the patients with NRS2002 score≥3 points than that with NRS2002 score < 3 points(29.80±7.94 d vs. 15.30±2.05 d, P < 0.05). Logistic regression analysis showed that the preoperative NRS2002, the underlying diseases, and surgical method were risk factors for postoperative complications. ConclusionsPreoperative NRS2002 score≥3 points can predict more postoperative complications and longer hospital stay time in patients with esophagus carcinoma. It indicates that scientific nutrition support is necessary for esophagus carcinoma patients with NRS2002 score≥3 points. NRS2002 can be used as a predictive index of nutritional risk after operation of esophagus carcinoma.
Objective To investigate whether the peri pheral administration of amitri ptyl ine and bupivacaine produces anti-hyperalgesic effect and to screen the neurotoxicological effect on sciatic nerve blockade in a rat model of neuropathic pain. Methods Twenty-four adult male SD rats [weighing (200 ± 20) g] were made the models of chronic constriction injury (CCI) and randomly divided into 3 groups (n=8) 5 days after operation: group A (amitriptyl ine), group B (bupivacaine) and group C (normal sal ine). 0.5 mL 0.5% amitriptyl ine, 0.5% bupivacaine or normal sal ine were given in group A, group B, and group C, respectively through implanted cannulas after 5, 7 and 9 days of CCI once a day for successive 3 days. The motor function was measured before administration and 1, 2, 4, 8, 12 and 24 hours after every administration. Mechanical withdrawal threshold (MWT) and thermal withdrawal latency (TWL) were measured before administration and 1, 3, 5 and 7 days after the third administration. The operated sciatic nerve samples were obtained for neuropathological examination under l ight microscope. Results Twenty-four CCI rats were all survival without infection, palsy and catheter fall ing off. Compared with group C, the rats of group A and group B both produced significant ambulation deficits after every administration (P lt; 0.05). The ambulation deficits lasted 2 hours (group B) and 8 hours (group A) respectively. But the ambulation deficits of CCI rats were all reversible. The MWT and TWL of group A 1 and 3 days after the third administration increased when compared with those before administration and 5 and 7 days after the third administration, and when compared with group B and group C (P lt; 0.05). There was no significant difference (P gt; 0.05) in l ight microscopic neuropathological examination among three groups. Epineurial tissue and endoneurium tissue integrity, tidy arrangement of fibers, less inflammatory cell and no marked degeneration of myel inated fibers were observed. Conclusion Repeated sciatic nerve blockade with 0.5% amitriptyl ine has peripheral anti-hyperalgesic effects on neuropathic pain of rats. No morphological evidence of neurotoxicity in the sciatic nerve of rats is observed in 0.5% amitriptyl ine.
Objective To formulate an evidence-based conclusion concerning ultrasound screening for fetal malformations for a pregnant woman after 12 gestational weeks. Methods Based on the clinical problem of whether pregnant women need ultrasound screening for fetal malformations after 11-14 gestational weeks, we used “ultrasound or sonography and prenatal or fetal at first trimester or 11-14 weeks; ultrasound exposure; fetal development” as the keywords and searched The Cochrane Library (Issue 4, 2008), MEDLINE (1981 to 2008), ACP Journal Club (1991 to 2008), and BMJ Clinical Evidence (1999 to 2008) for systematic reviews, randomized controlled trials (RCTs) and controlled clinical trials. The methodological quality of the included studies was assessed to identify the current best evidence. Results Three systematic reviews, two RCTs and ten cohort studies were retrieved. The results showed ultrasound screening detected different fetal malformations in the first, second and third trimester. Not all of the fetal malformations could be detected through prenatal ultrasound screening. Nuchal translucency (NT) measurement as a tool for screening chromosomally abnormal fetuses and detecting fetal malformations by ultrasound proved to be effective if performed within 11-14 gestational weeks. The routine second trimester screening, however, could not be replaced by a detailed ultrasound examination at 11-14 gestational weeks. Most of the trials concluded that the effect of ultrasound on a fetus was not harmful. Conclusion The findings of this study should reassure physicians and parents alike that ultrasound screening is an appropriate option for the pregnant women after 12 gestational weeks.
ObjectiveTo establish a hereditary deafness genetic screening cohort and conduct prospective follow-up to evaluate the effectiveness of the Nantong newborn genetic deafness screening program. MethodsA study based on traditional screening of newborn hearing was conducted from January 2016 to June 2021. Newborns in six hospitals in Nantong were screened for 15 hotspot mutation loci in four common deafness genes. Cohort follow-up was conducted. ResultsA total of 40 403 newborns were included, with a carrier rate of 39.5 per 1 000 for the four common deafness genes. In total, 168 children with hearing loss (HL) were identified at screening and follow-up, of which 56.5% (95 cases) had severe or very severe HL. The detection rate of HL was significantly higher with combined screening than with traditional screening (3.0‰ vs. 3.9‰, P<0.001). All four carriers of pathogenic mutations with normal hearing developed late-onset HL within 2 years of age. At the end of follow-up, six of the polygenic heterozygous mutation carriers had congenital HL and five had late-onset HL. Carriers of polygenic heterozygous mutations were more common as compared to other carrier mutation populations (2.1% vs. 68.8%, P<0.001). In addition, 525 carriers of the SLC26A4 mutation and 118 carriers of the MT-RNR1 mutation were identified and their parents were counselled during the combined screening, and no children with HL was identified during the follow-up period. ConclusionGenetic screening for deafness improves the detection of HL at birth. It is recommended that carriers of pathogenic mutations with normal hearing at birth be followed up every 3 to 6 months until the age of 2 years. Carriers of polygenic heterozygous mutations should undergo extended screening for deafness genes and have their hearing monitored more intensively for early detection of late-onset or progressive HL.
ObjectiveTo summarize the clinical application and future application prospects of organoid model in pancreatic cancer. MethodThe domestic and foreign literature related on the application of organoid model in pancreatic cancer was reviewed. ResultsIn recent years, the organoid model of pancreatic cancer was constructed mainly using patient-derived tissues, fine-needle aspiration samples, and human pluripotent stem cells. The biomarkers of pancreatic cancer were screened according to the histological and structural heterogeneities of the primary tumor retained in organoid model, such as microRNA, glypican-1, annexin A6 and protein biomarkers cytokeratin 7 and 20, cell tumor antigen p53, Claudin-4, carbohydrate antigen 19-9, etc.in the extracellular vesicles. The results of organoid model could maintain the original tumor characteristics and the higher correlation between the organoid model drug sensitivity data and the clinical results of pancreatic cancer patients suggested that, the drug sensitivity data of organoid model could be used to avoid ineffective chemotherapy, so as to improve the treatment response rate and reduce the toxicity of chemical drug treatment, and reasonably select individualized treatment plans for pancreatic cancer patients in future. ConclusionsOrganoid model has many research in screening biomarkers of pancreatic cancer, individualized drug screening, and drug sensitivity test. It can simulate the complex pathophysiological characteristics of pancreatic cancer in vitro, and retain the physiological characteristics and gene phenotype of original tumor cells. It is expected to become a new platform for selecting biomarkers of pancreatic cancer, testing drug sensitivity, and formulating individualized treatment methods for pancreatic cancer, which might further accelerate the research progress of pancreatic cancer.
Objective To explore a novel method for early lung cancer screening based on exhaled breath analysis. MethodsThis study enrolled patients with suspected pulmonary malignancies and healthy individuals undergoing physical examinations at Sir Run Run Shaw Hospital, Zhejiang University School of Medicine (Qingchun and Qiantang campuses) from September 2023 to June 2024. Enrolled subjects were categorized into a lung cancer group, a benign nodule/tumor group, and a healthy control group. Exhaled breath samples were collected using a sensor array constructed from multiple graphene composite materials to capture breath fingerprints. Based on the collected data, screening and diagnostic models for lung cancer were developed and their performance was evaluated. ResultsA total of 4 580 subjects were included. Among them, 3 195 were pathologically diagnosed with pulmonary malignancies, including 1 394 males and 1 801 females with a mean age of (58.93±12.37) years, 599 were diagnosed with benign nodules/tumors including 339 males and 260 females with a mean age of (57.10±11.06) years, and 786 were healthy controls with no pulmonary nodules detected on chest CT including 420 males and 366 females with a mean age of (29.75±9.32) years. The screening model for high-risk populations (distinguishing patients with lung cancer/high-risk pulmonary nodules from healthy individuals) demonstrated excellent performance, with an area under the receiver operating characteristic curve (AUC) of 0.926. At the optimal Youden’s index (cutoff threshold of 63.5%), the external test set achieved a specificity of 85.2%, a sensitivity of 88.4%, and an accuracy of 86.8%. The diagnostic model (distinguishing patients with lung cancer/premalignant lesions from those with benign pulmonary nodules/healthy individuals) achieved an AUC of 0.818. At its optimal Youden’s index (cutoff threshold of 47.0%), the external test set showed a specificity of 71.7%, a sensitivity of 77.3%, and an accuracy of 74.5%. ConclusionThe non-invasive breath analysis platform based on a sensor array, developed in this study, can achieve rapid and relatively accurate lung cancer screening by analyzing breath fingerprints. This confirms the feasibility of this technology for early lung cancer screening and holds promise for facilitating the early detection and intervention of lung cancer.
ObjectiveTo systematically review the accuracy of T-cell receptor excision circles (TRECs) in screening newborns for severe combined immunodeficiency (SCID). MethodsThe PubMed, EMbase, Cochrane Library, Web of Science, CBM, WanFang Data and CNKI databases were electronically searched to collect the diagnostic accuracy studies related to the objects from inception to October 26, 2022. Two reviewers independently screened the literature, extracted data, and assessed the risk of bias of the included studies using the QUADAS-2 scale. Meta-analysis was performed using Stata 15.0 and Meta-Disc 1.4 software. ResultsA total of 18 studies involving 6 243 718 neonates were included. The results of meta-analysis showed that the pooled sensitivity (SEN), specificity (SPE), positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnosis odds ratio (DOR) were 0.97 (95%CI 0.92 to 0.99), 1.00 (95%CI 1.00 to 1.00), 1447.05 (95%CI 528.49 to 3962.11), 0.13 (95%CI 0.08 to 0.22) and 11698.21 (95%CI 2853.44 to 47958.98), respectively. The area under the summary receiver operating characteristic curve (SROC) was 0.97. ConclusionThe application of TRECs in screening neonatal SCID has high accuracy, which is helpful for early diagnosis of SCID. Due to the limited quality and quantity of the included studies, more high-quality studies are needed to verify the above conclusion.