Category: Nevin Manimala

Transl Vis Sci Technol. 2023 Mar 1;12(3):16. doi: 10.1167/tvst.12.3.16.

ABSTRACT

PURPOSE: Our goal was to build a system that combined deep convolutional neural networks (DCNNs) and feature extraction algorithms, which automatically extracted and quantified vascular abnormalities in posterior pole retinal images of full-term infants clinically diagnosed with mild familial exudative retinopathy (FEVR).

METHODS: Using posterior pole retinal images taken from 4628 full-term infants with a total of 9256 eyes, we created data sets, trained DCNNs, and performed tests and comparisons. With the segmented images, our system extracted peripapillary vascular densities, mean tortuosities, and maximum diameter ratios within the region of interest. We also compared them with normal eyes statistically.

RESULTS: In the test data set, the trained system obtained a sensitivity of 0.78 and a specificity of 0.98 for vascular segmentation, with 0.94 and 0.99 for optic disc, respectively. While in the comparison data set, compared with normal, we found a significant increase in vascular densities in retinal images with mild FEVR (5.3211% ± 0.7600% vs. 4.5998% ± 0.6586%) and a significant increase in the maximum diameter ratios (1.8805 ± 0.3197 vs. 1.5087 ± 0.2877), while the mean tortuosities significantly decreased (2.1018 ± 0.2933 [104 cm-3] vs. 3.3344 ± 0.3890 [104 cm-3]). All values were statistically significantly different.

CONCLUSIONS: Our system could automatically segment the posterior pole retinal images and extract from vascular features associated with mild FEVR. Quantitative analysis of these parameters may help ophthalmologists in the early detection of FEVR.

TRANSLATIONAL RELEVANCE: This system may contribute to the early detection of FEVR and facilitate the promotion of artificial intelligence-assisted diagnostic techniques in clinical applications.

PMID:36930137 | DOI:10.1167/tvst.12.3.16

Medicine (Baltimore). 2023 Mar 17;102(11):e33247. doi: 10.1097/MD.0000000000033247.

ABSTRACT

BACKGROUND: Congenital heart disease (CHD), the most common heart defect in children, refers to congenital disease with abnormal development of the heart or large blood vessels during the fetal period. The researchers suggest that children with CHD show more obvious neurodevelopmental disorders than children with normal development, and children with CHD may have a higher risk of social interaction and communication disorders. This is similar to the characteristics of children with autism spectrum disorder (ASD). However, the association between type of CHD and ASD is not well understood. This systematic review and meta-analysis will reveal the relationship between type of CHD and ASD.

METHODS: We will search the Cochrane Library, Embase, PubMed, China National Knowledge Infrastructure, Wanfang, Chinese Scientific Journals Full text, and China Biology Medicine disc databases using relevant subject terms and free words. We will use a fixed effects model or random effects model for meta-analysis. The risk of bias will be assessed by the Newcastle-Ottawa Scale and the agency for health care research and quality. Heterogeneity will be tested by Q statistics and I² values. Publication bias will be detected by funnel plots and Egger test. Subgroup analyses and sensitivity analyses will also be used to explore and interpret the heterogeneity.

RESULTS: The study will afford additional insight into the investigation the association between type of CHD and ASD.

CONCLUSIONS: The results will provide evidence for the early identification and early intervention of ASD in children with CHD, which may contribute to improving the neurodevelopmental outcome of children with CHD.

PMID:36930132 | DOI:10.1097/MD.0000000000033247

Medicine (Baltimore). 2023 Mar 17;102(11):e33262. doi: 10.1097/MD.0000000000033262.

ABSTRACT

BACKGROUND: We aimed to find out whether the combined treatment of acupuncture and oral medication is more effective than sole oral medication in reducing pain and improving knee function at the end of treatment and after short-term period (4-6 weeks after treatment). Second, if it is effective, we investigated whether the effect surpasses the minimal clinically important difference.

METHODS: Articles published between January 1, 1992, and August 31, 2022, were searched in PubMed, Cochrane, and Embase. The PICO (population, intervention, comparison, and outcome) of this study are as follows: Population: knee osteoarthritis patients; Intervention: acupuncture (non-sham acupuncture) + oral medication (analgesic or non-steroidal anti-inflammatory drugs); Comparison: oral medication (analgesic or non-steroidal anti-inflammatory drugs); Outcome: visual analog scale (VAS) or Western Ontario and McMaster University (WOMAC) osteoarthritis index.

RESULTS: The combined treatment of oral medication and adjuvant acupuncture showed statistically significant improvement in VAS and WOMAC scores at the end of acupuncture treatment and short-term follow-up time (between 4 and 6 weeks after acupuncture). In addition, the degree of improvement of VAS and WOMAC index showed effects beyond minimal clinically important differences compared to pretreatment at both the end of acupuncture treatment and the short-term follow-up of acupuncture treatment.

CONCLUSION: The existing evidence suggests that adjuvant acupuncture may play a role in the treatment of knee osteoarthritis. However, physicians should be aware of adverse effects such as hematoma in adjuvant acupuncture treatment.

PMID:36930121 | DOI:10.1097/MD.0000000000033262

Medicine (Baltimore). 2023 Mar 17;102(11):e33275. doi: 10.1097/MD.0000000000033275.

ABSTRACT

Bone metastasis has a poor prognosis in patients with bladder cancer (BC). This study aimed to construct a prognostic nomogram for predicting the overall survival of patients with bone-metastatic BC (BMBC). The Surveillance, Epidemiology, and End Results database was used to recruit patients with BMBC between 2010 and 2018. Univariate and multivariate analyses were performed to screen for prognostic factors and construct a nomogram. Harrell concordance index, receiver operating characteristic curve, and calibration curve were used to verify the prognostic nomograms. All statistical analyses and chart formation were performed using SPSS 23.0 and R software 4.1.2. A total of 1361 patients diagnosed with BMBC were identified in the Surveillance, Epidemiology, and End Results database. Six independent prognostic factors, including marital status, histological type, T stage, other metastases, surgery, and chemotherapy, were identified and included in the nomogram construction. Among them, chemotherapy contributed the most to the prognosis in the nomogram. The concordance index of the nomogram was 0.745 and 0.753 in the training and validation groups, respectively, and all values of the area under the curve were >0.77. The calibration curves showed perfect consistency between the observed and predicted survival rates. The prognostic nomogram developed in this study is expected to become an accurate and individualized tool for predicting overall survival in patients with BMBC and providing guidance for appropriate treatment or care.

PMID:36930117 | DOI:10.1097/MD.0000000000033275

Medicine (Baltimore). 2023 Mar 17;102(11):e33290. doi: 10.1097/MD.0000000000033290.

ABSTRACT

BACKGROUND: Thyroid cancer (TC) is one of the growing cancers and is prone to recurrence. Meanwhile, in immunotherapy, antibody-dependent cellular phagocytosis (ADCP) phagocytosis related regulators (PRs) play an important role. This study aims to investigate the prognostic value of specific PRs in TC.

METHODS: The purpose of this study was to identify specific PRs in TC patients by retrieving RNA-seq and Clustered Regularly Interspaced Short Palindromic Repeats-cas9 data and an algorithm based on LASSO was used to construct the PRs-signature. Subsequently, prognosis value of PRs-signature for recurrence-free survival (RFS) was explored through various statistical analysis, including Cox regression analysis, Kaplan-Meier analysis, and receiver operating characteristic curve. Additionally, an analysis of immune cell content by risk group was conducted using CIBERSORT, single sample gene set enrichment analysis and MCP-counter algorithms, with a particular focus on the correlation between macrophages and specific PRs.

RESULTS: We identified 36 specific PRs, and a PRs-signature was constructed using 5-prognostic PRs (CAPN6, MUC21, PRDM1, SEL1L3, and CPQ). Receiver operating characteristic analysis showed that predictive power of PRs-signature was decent, and the PRs risk score as an independent prognostic factor was found to be correlated with RFS showed by multivariate cox regression analysis. Meanwhile, a lower RFS was observed in the high-risk group than in the low-risk group. The results of the 3 algorithms suggested that our PRs-signature may have certain significance for macrophage content and ADCP. Interestingly, the low-risk group had higher levels of mRNA expression than the high-risk group at PDCD1, CTLA4, and pro-inflammatory factors from macrophage.

CONCLUSION: For the purpose of prognostic management, this study developed a prediction model. And the cross-talk between certain PRs and TC patients was revealed in this study. Besides, the PRs-signature can predict the immunotherapy response, macrophage content, and ADCP status. TC patients will benefit from these developments by gaining insight into novel therapeutic strategies.

PMID:36930113 | DOI:10.1097/MD.0000000000033290

Medicine (Baltimore). 2023 Mar 17;102(11):e33242. doi: 10.1097/MD.0000000000033242.

ABSTRACT

SLC16A1 plays an important role in the development of multiple cancer types. Pan-cancer analysis may have significant impacts on the exploration of the relationship between SLC16A1 gene expression, prognosis and the molecular mechanisms of tumorigenesis. In this study, through the analysis of TCGA and GEO datasets, we explored the expression level and survival prognosis of SLC16A1 in pan-cancer, and further explored the differences in SLC16A1 gene mutation, methylation, and phosphorylation between tumor and normal tissues. In addition, we focused on the biological function of this gene and the relationship between the prognosis and immune infiltration by immune infiltration analysis and enrichment analysis, in order to evaluate the diagnostic and prognostic significance of SLC16A1 in carcinomas. The study found that SLC16A1 was highly expressed in 14 kinds of tumors, and there were statistically significant differences in the prognosis of 9 tumors. The phosphorylation level of S467 increased in OV, RCC, and UCEC. There was a statistically negative correlation between the CD8+ T-cell infiltration level and the SLC16A1 expression in HNSC, LUSC, SARC, TGCT, and KIRC. The cancer-related fibroblasts were positively correlated with SLC16A1 expression in BLCA, BRCA, KIRC, KIRP, PAAD, PCPG, and THCA. The enrichment analysis indicated that the tumorigenesis mechanism of this gene was mainly related to “glycolysis and glucose metabolism synthesis.” SLC16A1 was a promising prognostic and immunological biomarker in pan-cancer.

PMID:36930112 | DOI:10.1097/MD.0000000000033242

Medicine (Baltimore). 2023 Mar 17;102(11):e33279. doi: 10.1097/MD.0000000000033279.

ABSTRACT

The neutrophil-to-lymphocyte ratio (NLR) is a prognostic inflammatory marker in colorectal cancer (CRC), however, little is known for its prognostic role in stage II to III CRC patients underwent curative resection. This study was aimed to investigate prognostic role of NLR in stage II to III CRC patients underwent surgery. Medical records of 1378 newly diagnosed CRC patients between June 2006 and March 2020 were reviewed. Data were collected by using electronic medical record software. Survival rate were analyzed using the Kaplan-Meier method. The cutoff values of NLR in stage II to III CRC patients were defined by maximally selected log-rank statistics. Multivariable cox proportional-hazard models were performed to find risk factors associated with overall survival (OS) in stage II to III CRC patients underwent surgery. Among 1378 CRC patients enrolled, 910 patients underwent surgery. In entire surgical cohort, age, body mass index (BMI), CEA, carbohydrate antigen 19-9 (CA 19-9), lymphatic invasion, NLR, and albumin-to-globulin ratio (AGR) were found to be risk factors associated with OS (all P < .05). In stage II to III CRC patients underwent curative resection (n = 623), age, BMI, lymphatic invasion, AGR, and NLR were found to be risk factors associated with OS (all P < .05). In the multivariable analysis, CA 19-9 and lymphatic invasion were independent risk factors for OS in entire surgical cohort. In the multivariable analysis for the stage II to III CRC patients, age, BMI, lymphatic invasion and NLR (Hazard ratio = 2.41, 95% confidential interval [CI]: 1.04-5.595, P = .041) were independent risk factors for OS. NLR can be used as a clinically simple and useful parameter for predicting OS in stage II to III CRC patients undergoing curative resection, however, its optimal cutoff value should be further evaluated.

PMID:36930098 | DOI:10.1097/MD.0000000000033279

Medicine (Baltimore). 2023 Mar 17;102(11):e32911. doi: 10.1097/MD.0000000000032911.

ABSTRACT

Diabetes is a chronic disease and has huge pressure on patients and the medical system, especially for patients with diabetic complications, for example, diabetic nephropathy. Diabetic nephropathy is a diabetic complication associated with damage to the kidney. To improve the quality of life of patients with diabetes, it is necessary to understand the factors that are associated with diabetic nephropathy. The objective of the study was to find the prevalence of diabetic nephropathy in newly diagnosed patients with diabetes and to develop the association between clinicopathological parameters and diabetic nephropathy. In a case-control study, demographics, anthropometric, and clinicopathological parameters of a total of 305 newly diagnosed patients with diabetes (the fasting blood glucose ≥ 7.0 mM/L and/or glycosylated hemoglobin ≥ 6.5 mM/L) in Hebei province were included in the analysis. If the urine albumin to creatinine ratio was ≥ 30 (microalbuminuria) then patients were considered diabetic nephropathy. Among enrolled patients, 206 (68%) were males and 99 (32%) were females and they were 46 to 71 years old. Demographic variables and health-related behaviors were the same among patients with diabetes either with nephropathy (case group, n = 135) or patients without nephropathy (control group, n = 170, P > .05 for all). The prevalence of diabetic nephropathy was 44%. Female to male ratio was 1:1.7 in the case group. Patients with diabetic nephropathy had higher body weight (P < .0001), waist circumference (P = .0006), and body mass index (P = .0002) than those of patients without nephropathy. Abnormal urinary globulin (P = .041, odd ratio (OR): 1.1231) was associated with diabetic nephropathy. Aspartate transaminase (P = .0651, OR: 0.8541), alkaline phosphatase (P = .0661, OR: 0.8122), hypertension (P = .0821, OR: 0.8214), and blood urea nitrogen (P = .0842, OR: 0.9411) were not significantly associated with diabetic neuropathy. However, they are near the statistical cutoff value. The prevalence of diabetic nephropathy in newly diagnosed diabetic patients of Hebei province is higher than those of the other provinces. Urinary globulin excretion had a weak association with the presence of nephropathy defined by urinary albumin excretion in patients with diabetes. The presence of other diabetic complications is also an essential parameter for diabetic nephropathy. Males are more susceptible to diabetic nephropathy than females if diabetic (Evidence Level: V; Technical Efficacy: Stage 3).

PMID:36930094 | DOI:10.1097/MD.0000000000032911

Medicine (Baltimore). 2023 Mar 17;102(11):e33310. doi: 10.1097/MD.0000000000033310.

ABSTRACT

Extracorporeal shockwave therapy (ESWT) can induce wound healing by increasing tissue microcirculation. However, studies on the effect of ESWT on enhancing tissue microcirculation in diabetic foot ulcer (DFU), particularly on when the microcirculation increases after ESWT application, are still lacking. Therefore, we aimed to examine the effectiveness of ESWT in promoting microcirculation in DFU patients in a time-dependent manner. We included 50 feet of 25 patients with type 2 diabetes mellitus and Wagner grade I to II DFU in this study. The affected feet were used as the ESWT group and the unaffected contralateral feet were used as the control group. ESWT was performed in 3 sessions per week for a total of 3 weeks. Transcutaneous partial oxygen pressure (TcPO2) was used to evaluate the tissue microcirculation. The TcPO2 level (>43 mm Hg) in the ESWT group was recovered by the 2nd week of treatment, and statistical significance (P < .05) was demonstrated at the same time. From the 2nd week of ESWT, a significant increase in TcPO2 was observed in Wagner grade I and II DFU. These findings imply that the ESWT may improve microcirculation in patients with Wagner grades I to II DFU. However, this impact requires at least 2 weeks or more than 6 sessions. For better comparison, further studies with larger clinical groups and extended period are needed.

PMID:36930075 | DOI:10.1097/MD.0000000000033310

Medicine (Baltimore). 2023 Mar 17;102(11):e32860. doi: 10.1097/MD.0000000000032860.

ABSTRACT

BACKGROUND: This study aimed to evaluate the clinical efficacy of minimally invasive puncture and drainage (MIPD) versus trepanation and drainage in the treatment of chronic subdural hematoma (CSDH).

METHODS: PubMed, EMBASE, Cochrane Library, China National Knowledge Infrastructure, and Wanfang database were searched for studies on the treatment of CSDH by MIPD and trepanation and drainage. By reading the title, abstract and full text, and screening according to the inclusion and exclusion criteria, the qualified articles were confirmed. Subsequently, the literature quality was evaluated based on the Cochrane Handbook for Systematic Reviews of Interventions, and the data of the research subjects and the primary outcome measures were extracted for meta-analysis with RevMan 5.1 software.

RESULTS: Ten articles were included, with a total of 1000 patients. According to the meta-analysis, the 2 groups showed no statistical difference in CSDH recurrence rate (P > .05). The operation time, intraoperative blood loss, and incidence of postoperative adverse reactions were lower and the cure rate was higher in the MIPD group compared with trepanation and drainage group (all P < .05). By drawing the funnel plot of the outcome measures with heterogeneity, it can be seen that the distribution on both sides of the funnel was basically symmetrical, suggesting a low deviation possibility of the analysis results and reliable reference significance of our findings.

CONCLUSION: Compared with trepanation and drainage, MIPD has better clinical effects and higher safety in treating CSDH and can effectively reduce surgery-induced damage, which is worth popularizing in clinical practice.

PMID:36930074 | DOI:10.1097/MD.0000000000032860