Categories
Nevin Manimala Statistics

Impacts of RETN genetic polymorphism on breast cancer development in Beni-Suef females, Egypt

Egypt J Immunol. 2023 Apr;30(2):37-46.

ABSTRACT

Breast cancer is the most common cancer among females with increasing incidence and death rates. Resistin is pro-inflammatory molecule which shares in diverse cellular signaling pathways. This study aimed to evaluate resistin and RETN rs3219175 gene polymorphism and their relevance to diagnostic susceptibility, prognostic value, and genetic risk among Egyptian female patients with breast cancer. Eighty female patients with breast cancer were recruited from the Oncology Department, Faculty of Medicine, Beni-Suef University. Breast cancer staging and grading were determined. Eighty age-matched normal females participated as controls. Quantitative determination of serum resistin was assayed by an enzyme-linked immunosorbent assay (ELISA). RETN rs3219175 gene polymorphism was determined by real time polymerase chain reaction (RT-PCR) TaqMan allelic discrimination assay. Serum resistin showed statistically significantly higher level among females with breast cancer when compared to controls (p < 0.001). Resistin showed sensitivity of 80% and specificity of 67.5% at cut off value of 1.27 ng/mL for diagnosis of breast cancer (p =0.001). RETN rs3219175 gene polymorphism showed significantly higher frequency of AG, AA genotypes, and A allele among cases when compared to controls (p < 0.001). No statistical difference was found in resistin level or RETN rs3219175 gene polymorphism regarding tumor characteristics including size, lymph nodes or distant metastasis. Resistin showed significantly higher level among carriers of AG followed by AA genotypes and among A allele (p < 0.001). In conclusion, resistin could be proposed as a possible potential diagnostic marker and A allele of RETN rs3219175 gene might be suggested as a genetic risk allele among female patients with breast cancer.

PMID:37031396

Categories
Nevin Manimala Statistics

Molecular assay and in vitro culture for Blastocystis prevalence in Dakahlia governorate, Egypt

Egypt J Immunol. 2023 Apr;30(2):1-10.

ABSTRACT

Blastocystis is a polymorphic enteric parasite with a worldwide distribution. It is one of the most common human intestinal protozoans in developing countries. The primary objective of this study was to determine the diagnostic value of microscopy, stool culture, and a polymerase chain reaction (PCR) technique for assessment of Blastocystis prevalence and risk factors. Human stool samples were collected from 110 individuals from Dakahlia governorate, Egypt as a part of a routine check-up or having gastrointestinal tract (GIT) symptoms. These samples were subjected to direct fecal smear microscopy, culture, and PCR for the detection of Blastocystis sp. Positive results for Blastocystis screening among the study population were 36 (32.7%), 41 (37.3%), and 43 (39.1%) by microscopy, PCR, and culture, respectively. Statistical analyses demonstrated that the agreement between the culture and PCR was perfect (Κ=0.925). Compared to culture, the sensitivity of PCR was 95% and the specificity was 97% while the sensitivity of microscopy was 84% and the specificity was 90.5%. We concluded that the in vitro culture and molecular assay have significant diagnostic value for the accurate detection and identification of Blastocystis in stool samples. The pathogenic potential of Blastocystis cannot be ruled out because our results found a link between Blastocystis carriage and gastrointestinal symptoms.

PMID:37031393

Categories
Nevin Manimala Statistics

Deterioration in renal function after stoma creation: a retrospective review from a Middle Eastern tertiary care center

Ann Saudi Med. 2023 Mar-Apr;43(2):76-81. doi: 10.5144/0256-4947.2023.76. Epub 2023 Apr 6.

ABSTRACT

BACKGROUND: Stomas are associated with multiple complications including dehydration which ultimately affects renal function. These complications begin with changes in the estimated glomerular filtration rate (GFR).

OBJECTIVES: Evaluate changes in GFR after stoma creation by stoma type and identify how different types of stoma affect GFR.

DESIGN: Retrospective, analytical cohort SETTING: Tertiary care center in Saudi Arabia PATIENTS AND METHODS: The colorectal surgery database was reviewed for all adult patients who underwent stoma creation (permanent and temporary ileostomies and colostomies) or reversal in 2000-2015. GFR was estimated at the first encounter, before the index surgery, at the time of stoma reversal, and upon the last follow-up. Patients with renal impairment, including low GFR before stoma creation, patients who had a temporary stoma converted to a permanent stoma, and patients who died with a stoma were excluded. We studied the association of several demographic and clinical factors on changes in GFR by univariate and multivariate analysis.

MAIN OUTCOME MEASURES: Estimated GFR at the last clinic visit for the permanent stoma group and at stoma closure for the temporary stoma group.

SAMPLE SIZE: 394 patients (149 ileostomates, 245 colostomates) RESULTS: Thirty-three (8.4%) of the 394 patients had a low GFR: 11 (7.4%) in the ileostomy group and 22 (9%) in the colostomy group (P= .579). The rate of readmissions with ileostomies was higher (11.4%) than with colostomies (3.3%) (P≤.001). The number of temporary ileostomies (n=9, 7.0%) differed from temporary colostomies (n=2, 1.9%) but the difference was not statistically significant (P=.06). In the multivariate analysis, stoma permanency, hypertension, chemotherapy and nephrotoxic drugs were risk factors associated with low GFR.

CONCLUSION: Ileostomies were not associated with a high rate of renal function deterioration in comparison to colostomies, but had a significantly higher rate of readmission due to dehydration and electrolytes imbalance possibly due to the hot climate in Saudi Arabia.

LIMITATIONS: Retrospective nature and limited sample size which may have resulted in a type 2 statistical error.

CONFLICTS OF INTEREST: None.

PMID:37031376 | DOI:10.5144/0256-4947.2023.76

Categories
Nevin Manimala Statistics

The characteristics and distribution of emergency medical services in Saudi Arabia

Ann Saudi Med. 2023 Mar-Apr;43(2):63-69. doi: 10.5144/0256-4947.2023.63. Epub 2023 Apr 6.

ABSTRACT

BACKGROUND: Emergency medical services (EMS) play an essential role in treating and transporting patients to hospitals or between hospitals. EMS providers must be distributed wisely across all regions of the country to meet healthcare needs during normal times and disasters. No previous study has investigated the characteristics and distribution of the EMS workforce in Saudi Arabia.

OBJECTIVES: Examine the characteristics and distribution of the EMS workforce in Saudi Arabia to identify gaps and areas in need of improvement. Also, explore the sociodemographic and educational characteristics of licensed EMS providers in Saudi Arabia.

DESIGN: Cross-sectional SETTINGS: EMS in Saudi Arabia METHODS: We included all licensed EMS providers in Saudi Arabia as of 23 December 2020 who were registered in the Saudi Commission for Health Specialties (SCFHS) database. Sociodemographics, where they earned certification, and their job affiliations were collected and categorized.

MAIN OUTCOME MEASURES: EMS workforce distribution, gender, and EMS provider-to-population ratio.

SAMPLE SIZE: 18 336 EMS providers; 8812 (48.1%) with documented job affiliations.

RESULTS: The EMS provider-to-population ratio is very low. In Saudi Arabia, in general, the ratio is 1:3871 (based on n=8812 providers), which is low compared to the 1:1400 ratio for Australian EMS provider-to-population, for example. That makes it a challenge for EMS providers to meet the population’s needs, especially in times of disaster. The low ratio may have contributed to the delayed response time in Saudi Arabia (13 minutes for critical cases) which does not meet the international standard response time (8 minutes maximum). Also, only 3.5% of the total EMS providers registered were females, and the clear majority of all EMS providers were technicians.

CONCLUSIONS: The growth in the EMS workforce, including the recruitment of more females into the workforce and more EMS specialists compared to EMS technicians and health assistants, is critical to reaching a satisfactory EMS provider-to-population ratio.

LIMITATIONS: Most noteworthy of the limitations of this research are the insufficient statistics describing EMS distribution in Saudi Arabia, the lack of previous studies on the research topic in Saudi Arabia, and job affiliation not accurately recorded in the SCFHS database.

CONFLICT OF INTEREST: None.

PMID:37031375 | DOI:10.5144/0256-4947.2023.63

Categories
Nevin Manimala Statistics

Early post-operative anterior segment parameters modifications induced by PreserFlo MicroShunt in primary open-angle glaucoma

Int Ophthalmol. 2023 Apr 8. doi: 10.1007/s10792-023-02697-z. Online ahead of print.

ABSTRACT

PURPOSE: The aim this study is to determine anterior chamber parameters variations induced by PreserFlo MicroShunt implantation, in the early post-operative days.

METHODS: This is a prospective observational study on 48 eyes undergoing PreserFlo MicroShunt implantation alone (n = 30) or combined with phacoemulsification (n = 18). Anterior chamber depth (ACD) and volume (ACV), central corneal thickness (CCT) and total corneal astigmatism (TCA) were evaluated pre-operatively, post-operatively at day-1 and at 1 week with the Pentacam tomography.

RESULTS: Intraocular pressure decreased significantly from 20.9 ± 4.0 to 8.0 ± 2.8 mmHg (p < 0.0001) and to 10.8 ± 3.7 mmHg (p = 0.0001) at day-1 and week-1, respectively. TCA varied significantly from baseline (1.5 ± 1.2 D) to both day 1 follow up (2.7 ± 1.9 D, p = 0.0003) and week 1 follow up (2.2 ± 1.6 D, p = 0.02). Nevertheless, only K1 showed a transient flattening at day 1, while K2 value didn’t show any statistical variation in the early post-operative period. CCT value rose significantly at day 1 (547 ± 49 vs. 529 ± 32 µm at baseline, p = 0.04), but then returned toward pre-operative values at week 1 (537 ± 39 µm, p = 0.57). In contrast, ACD values changed insignificantly from 3.3 ± 0.9 to 3.7 ± 1.0 mm at day 1 (p = 0.21), and then stabilized at 3.4 ± 0.9 mm (p = 0.82) at week 1 follow up. ACV changed from 150.0 ± 36.2 to 159.5 ± 42.1 mm3 at day 1 (p = 0.58), and successively to 153.9 ± 37.9 mm3 at week 1 follow up (p = 0.96). The subgroup analysis in eyes undergoing standalone PreserFlo implantation didn’t show significant changes in both ACD and ACV.

CONCLUSION: PreserFlo implantation minimizes the anterior chamber modifications generated by traditional filtering surgery, inducing low and transient corneal and biometric changes only in the very early postoperative period and insignificant changes to ACD and ACV, label of its safety and minimal invasiveness.

PMID:37031312 | DOI:10.1007/s10792-023-02697-z

Categories
Nevin Manimala Statistics

Machine learning based prediction for oncologic outcomes of renal cell carcinoma after surgery using Korean Renal Cell Carcinoma (KORCC) database

Sci Rep. 2023 Apr 8;13(1):5778. doi: 10.1038/s41598-023-30826-2.

ABSTRACT

We developed a novel prediction model for recurrence and survival in patients with localized renal cell carcinoma (RCC) after surgery and a novel statistical method of machine learning (ML) to improve accuracy in predicting outcomes using a large Asian nationwide dataset, updated KOrean Renal Cell Carcinoma (KORCC) database that covered data for a total of 10,068 patients who had received surgery for RCC. After data pre-processing, feature selection was performed with an elastic net. Nine variables for recurrence and 13 variables for survival were extracted from 206 variables. Synthetic minority oversampling technique (SMOTE) was used for the training data set to solve the imbalance problem. We applied the most of existing ML algorithms introduced so far to evaluate the performance. We also performed subgroup analysis according to the histologic type. Diagnostic performances of all prediction models achieved high accuracy (range, 0.77-0.94) and F1-score (range, 0.77-0.97) in all tested metrics. In an external validation set, high accuracy and F1-score were well maintained in both recurrence and survival. In subgroup analysis of both clear and non-clear cell type RCC group, we also found a good prediction performance.

PMID:37031280 | DOI:10.1038/s41598-023-30826-2

Categories
Nevin Manimala Statistics

Mitochondria and cytochrome components released into the plasma of severe COVID-19 and ICU acute respiratory distress syndrome patients

Clin Proteomics. 2023 Apr 8;20(1):17. doi: 10.1186/s12014-023-09394-0.

ABSTRACT

INTRODUCTION: Proteomic analysis of human plasma by LC-ESI-MS/MS has discovered a limited number of new cellular protein biomarkers that may be confirmed by independent biochemical methods. Analysis of COVID-19 plasma has indicated the re-purposing of known biomarkers that might be used as prognostic markers of COVID-19 infection. However, multiple molecular approaches have previously indicated that the SARS-COV2 infection cycle is linked to the biology of mitochondria and that the response to infections may involve the action of heme containing oxidative enzymes.

METHODS: Human plasma from COVID-19 and ICU-ARDS was analyzed by classical analytical biochemistry techniques and classical frequency-based statistical approaches to look for prognostic markers of severe COVID-19 lung damage. Plasma proteins from COVID-19 and ICU-ARDS were identified and enumerated versus the controls of normal human plasma (NHP) by LC-ESI-MS/MS. The observation frequency of proteins detected in COVID-19 and ICU-ARDS patients were compared to normal human plasma, alongside random and noise MS/MS spectra controls, using the Chi Square (χ2) distribution.

RESULTS: PCR showed the presence of MT-ND1 DNA in the plasma of COVID-19, ICU-ARDS, as well as normal human plasma. Mitochondrial proteins such as MRPL, L2HGDH, ATP, CYB, CYTB, CYP, NDUF and others, were increased in COVID-19 and ICU-ARDS plasma. The apparent activity of the cytochrome components were tested alongside NHP by dot blotting on PVDF against a purified cytochrome c standard preparation for H2O2 dependent reaction with luminol as measured by enhanced chemiluminescence (ECL) that showed increased activity in COVID-19 and ICU-ARDS patients.

DISCUSSION: The results from PCR, LC-ESI-MS/MS of tryptic peptides, and cytochrome ECL assays confirmed that mitochondrial components were present in the plasma, in agreement with the established central role of the mitochondria in SARS-COV-2 biology. The cytochrome activity assay showed that there was the equivalent of at least nanogram amounts of cytochrome(s) in the plasma sample that should be clearly detectable by LC-ESI-MS/MS. The release of the luminol oxidase activity from cells into plasma forms the basis of a simple and rapid test for the severity of cell damage and lung injury in COVID-19 infection and ICU-ARDS.

PMID:37031181 | DOI:10.1186/s12014-023-09394-0

Categories
Nevin Manimala Statistics

The impact of bone marrow irradiation dose on acute haematologic toxicity in cervical cancer patients treated with concurrent chemoradiotherapy

Radiat Oncol. 2023 Apr 8;18(1):66. doi: 10.1186/s13014-023-02248-x.

ABSTRACT

OBJECTIVE: To evaluate the impact of bone marrow (BM) irradiation dose on acute haematologic toxicity (HT) in concurrent chemoradiotherapy for cervical cancer.

METHODS: Sixty-nine patients with cervical cancer treated with curative or postoperative adjuvant therapy received weekly cisplatin concurrent chemotherapy (CCT) and intensity-modulated radiation therapy (IMRT). The whole pelvic bone marrow (PBM) was delineated and divided into three subsites: ilium (IL), lower pelvis (LP), and lumbosacral spine (LS). Associations between clinical variables, dose volume of BM, including PBM, IL, LP, and LS in the form of x-Vy (volume receiving y Gy for x), and blood cell count nadir were tested using linear regression models. Receiver operating characteristic (ROC) curve analysis was further used to analyse the cutoff values of the variables with p < 0.05 in the multivariate analysis.

RESULTS: In 69 patients, the haemoglobin nadir was positive correlated with baseline haemoglobin (p < 0.001), negative correlated with relative LP-V10 (p = 0.005), relative LP-V25 (p = 0.002), relative LP-V50 (p = 0.007), relative LP-mean (p = 0.003), absolute LP-V15 (p = 0.049), absolute LP-V25 (p = 0.004) and absolute LP-V30 (p = 0.009). The platelet nadir was positive correlated with baseline platelets (p = 0.048) and negative correlated with relative LP-V40 (p = 0.028), but there was no significant variable in absolute radiation volume by multivariate analysis. No variables related to the neutrophil nadir were found, and the 69 patients were divided into group A (43 cases) receiving 3-4 cycles of CCT and group B (26 cases) receiving 5-6 cycles of CCT. In group A, the relative IL-V15 (p = 0.014), the relative IL-V50 (p = 0.010) and the absolute LP-V50 (p = 0.011) were negative correlated with the neutrophil nadir. No significant variable was found in group B. No significant variables related to the lymphocyte nadir were found, and the neutrophil-to-lymphocyte ratio (NLR) was analysed. Age (p < 0.05), relative LP-V15 (p = 0.037) and absolute PBM-mean (p < 0.001) were found to be negative related to NLR.

CONCLUSION: The dosimetric parameters of relative irradiated volume of BM have more statistically significant datas on acute HT than absolute irradiated volume. The nadir of haemoglobin and platelets and the vertice of NLR were more affected by the irradiation dose to LP, while neutrophils were more affected by the dose to IL. Acute HT was negative related to both low-dose irradiation (V10-30) and high-dose irradiation (V40, V50). For more than 4 cycles of CCT, the effect of BM irradiation on the neutrophils nadir was masked by chemotherapy.

PMID:37031167 | DOI:10.1186/s13014-023-02248-x

Categories
Nevin Manimala Statistics

Model selection in atomistic simulation

J Chem Phys. 2023 Apr 7;158(13):134103. doi: 10.1063/5.0142248.

ABSTRACT

There are many atomistic simulation methods with very different costs, accuracies, transferabilities, and numbers of empirical parameters. I show how statistical model selection can compare these methods fairly, even when they are very different. These comparisons are also useful for developing new methods that balance cost and accuracy. As an example, I build a semiempirical model for hydrogen clusters.

PMID:37031147 | DOI:10.1063/5.0142248

Categories
Nevin Manimala Statistics

Sequence-dependent model of allosteric communication

J Chem Phys. 2023 Apr 7;158(13):135101. doi: 10.1063/5.0139848.

ABSTRACT

The omnipresence and diversity of allosteric regulation in proteins and protein associations complemented by the potential for the design of allosterically acting biologics and drugs call for the development of a new generation of computational models for the analysis of allostery and rational engineering/design of desired signaling and effector molecules determining it. One of the most important challenges is the consideration of the role of amino acid sequence in forming the protein’s allosteric communication, including the mode and strength of the allosteric signal that is communicated to the regulated functional site. Here, we present the network-based model with a sequence dependence added in consideration of allosteric communication by combining the structure-based statistical mechanical model of allostery with the Miyazawa-Jernigan residue-residue potential. Applying the model in the analysis of five classical allosteric proteins, we found that it is necessary to consider the following two major determinants: (i) the free energy exerted by the allosteric site on the regulated one and (ii) the background (average) change in dynamics of the overall structure. We show that working together these two components determine the allosteric modulation, calling one to study their dependence on structures, oligomerization states, and sequence divergence in different proteins.

PMID:37031128 | DOI:10.1063/5.0139848