Multivariate Non-conditional Logistic Regression Analysis Research Articles

Diagnostic value of preoperative examination for evaluating margin status in breast cancer.

A positive resection margin is a major risk factor for local breast cancer recurrence after breast-conserving surgery (BCS). Preoperative imaging examinations are frequently employed to assess the surgical margin. To investigate the role and value of preoperative imaging examinations [magnetic resonance imaging (MRI), molybdenum target, and ultrasound] in evaluating margins for BCS. A retrospective study was conducted on 323 breast cancer patients who met the criteria for BCS and consented to the procedure from January 2014 to July 2021. The study gathered preoperative imaging data (MRI, ultrasound, and molybdenum target examination) and intraoperative and postoperative pathological information. Based on their BCS outcomes, patients were categorized into positive and negative margin groups. Subsequently, the patients were randomly split into a training set (226 patients, approximately 70%) and a validation set (97 patients, approximately 30%). The imaging and pathological information was analyzed and summarized using R software. Non-conditional logistic regression and LASSO regression were conducted in the validation set to identify factors that might influence the failure of BCS. A column chart was generated and applied to the validation set to examine the relationship between pathological margin range and prognosis. This study aims to identify the risk factors associated with failure in BCS. The multivariate non-conditional logistic regression analysis demonstrated that various factors raise the risk of positive margins following BCS. These factors comprise non-mass enhancement (NME) on dynamic contrast-enhanced MRI, multiple focal vascular signs around the lesion on MRI, tumor size exceeding 2 cm, type III time-signal intensity curve, indistinct margins on molybdenum target examination, unclear margins on ultrasound examination, and estrogen receptor (ER) positivity in immunohistochemistry. LASSO regression was additionally employed in this study to identify four predictive factors for the model: ER, molybdenum target tumor type (MT Xmd Shape), maximum intensity projection imaging feature, and lesion type on MRI. The model constructed with these predictive factors exhibited strong consistency with the real-world scenario in both the training set and validation set. Particularly, the outcomes of the column chart model accurately predicted the likelihood of positive margins in BCS. The proposed column chart model effectively predicts the success of BCS for breast cancer. The model utilizes preoperative ultrasound, molybdenum target, MRI, and core needle biopsy pathology evaluation results, all of which align with the real-world scenario. Hence, our model can offer dependable guidance for clinical decision-making concerning BCS.

Investigation on Demodex infections among university students in Kunming City

To investigate the prevalence of Demodex infection among students in Kunming Medical University, and identify the factors affecting Demodex infections, so as to provide the evidence for the development of the strategy for the prevention of Demodex infections. A total of 1 463 students from Grade 2014 who studied Medical Parasitology in Kunming Medical University were included in the survey. Demodex was examined in students'facial skin using the cellophane tape method, and the species was identified using microscopy. The students'gender, ethnicity, place of origin and skin type were captured using a questionnaire survey. The overall prevalence of Demodex infections was 19.07% (279/1 463) on the facial skin among the university students, and a higher prevalence was seen in girls (21.16%, 183/865) than in boys (16.05%, 96/598) (χ2 =5.965,P <0.05).TheprevalenceofDemodex infectionswas18.33%(66/360)amongminorethnicstudents,andnoethnicity-specific prevalence was seen (P > 0.05). Demodex folliculorum was the predominant species, with a prevalence of 50.54% (141/279), and mild infections were predominant among all infections (96.77%, 270/279), without severe infections seen. Multivariate nonconditional logistic regression analysis revealed that gender and roommates with Demodex infections were risk factors of Demodex infections, and the infection was not associated with ethnicity, place of origin or skin type. There were only 2.53% (37/1 463) of the subjects understanding the knowledge pertaining to the prevention and control of Demodex infection. A relatively low prevalence of Demodex infection is detected in the facial skin of students from Kunming Medical University, and Demodex infection is associated with gender and roommates with Demodex infections. Health education pertaining to the prevention of Demodex infections is suggested to be intensified among university students.

A model of malignant risk prediction for solitary pulmonary nodules on 18 F-FDG PET/CT: Building and estimating.

BackgroundTo develop a model of malignant risk prediction of solitary pulmonary nodules (SPNs) using metabolic characteristics of lesions.MethodsA total of 362 patients who underwent PET/CT imaging from January 2013 to July 2017 were analyzed. Differences in the clinical and imaging characteristics were analyzed between patients with benign SPNs and those with malignant SPNs. Risk factors were screened by multivariate nonconditional logistic regression analysis. The self‐verification of the model was performed by receiver operating characteristic (ROC) curve analysis, and out‐of‐group verification was performed by k‐fold cross‐validation.ResultsThere were statistically significant differences in age, maximum standardized uptake value (SUVmax), size, lobulation, spiculation, pleural traction, vessel connection, calcification, presence of vacuoles, and emphysema between patients with benign nodules and those with malignant nodules (all P < 0.05). The risk factors for malignant nodules included age, SUVmax, size, lobulation, calcification and vacuoles. The logistic regression model was as follows: P = l/(1 + e‐x), x = − 5.583 + 0.039 × age + 0.477 × SUVmax + 0.139 × size + 1.537 × lobulation – 1.532 × calcification + 1.113 × vacuole. The estimated area under the curve (AUC) for the model was 0.915 (95% CI: 0.883–0.947), the sensitivity was 89.7%, and the specificity was 78.9%. K‐fold cross‐validation showed that the training accuracy was 0.899 ± 0.011, and the predictive accuracy was 0.873 ± 0.053.ConclusionsThe risk factors for malignant nodules included age, SUVmax, size, lobulation, calcification and vacuoles. After verification, the model has satisfactory accuracy, and it may assist clinics make appropriate treatment decisions.

Prevalence and influencing factors of intestinal parasitic diseases among rural children in Henan Province

To understand the epidemic status and influencing factors of intestinal parasitic diseases among rural children in Henan Province. According to the Scheme for The National Survey on Current Status of Major Human Parasitic Diseases in China, the survey counties were selected based on the ecological zones and economic levels in Henan Province between 2014 and 2015. Then, the included counties were stratified according to the topography and economic levels. A township was randomly sampled from each stratum, and a village was randomly sampled from each township as the study site. Finally, a total of 104 study sites from 35 counties were enrolled for the survey of intestinal parasitic diseases in children. At least 250 fresh stool samples were collected from each study site for detection of intestinal helminth eggs with the Kato-Katz technique, for the identification of Necator americanus and Ancylostoma duodenale with the fecal culture method, and for the detection of intestinal protozoa trophozoite and cyst with the physiological saline smear and iodine staining techniques. In addition, the Enterobius vermicularis and tapeworm eggs were detected in children aged 3 to 6 years using the adhesive cellophane-tape perianal swab method. The overall prevalence of intestinal parasitic infections was 3.21% (214/6 671) among rural children in Henan Province, and the prevalence of intestinal helminthes (2.62%, 175/6 671) was higher than that of intestinal protozoa (0.60%, 40/6 671). A total of 12 species of intestinal parasites were found, including 4 nematodes species, one trematode species, and 7 protozoa species, and the highest infection was seen in E. vermicularis (2.47%, 161/6 671). Among the four ecological zones in Henan Province, the greatest prevalence of intestinal parasitic infections was detected among children in the Qinba Mountain Ecological Zone (5.85%, 90/1 538). There was no gender-specific difference in the prevalence of intestinal parasitic infections in children (P > 0.05); however, there were age- (χ2 = 32.762, P < 0.05) and education level-specific differences in the prevalence of intestinal parasitic infections in children (χ2 = 67.507, P < 0.05), with the greatest prevalence of E. vermicularis infection seen in all species of intestinal parasites in children at all age groups. Multivariate non-conditional logistic regression analysis showed that high education level, high coverage of harmless toilets, drinking tap water and deworming were protective factors for intestinal parasitic infections in children in Henan Province. The overall prevalence of intestinal parasitic infections appeared a tendency towards a gradual decline among children in Henan Province as compared to the previous two surveys. The overall prevalence of intestinal parasitic infections shows a tendency towards a remarkable decline among children in Henan Province. E. vermicularis infection should be given a priority for future parasitic disease control activities among rural children in Henan Province.

Maternal dietary and environmental risk factors in children with asthma comorbid neuropsychiatric disorders

Objective To explore the prenatal dietary and environmental risk factors in children aged 6-16 years with asthma (CWA) comorbid neuropsychiatric disorders. Methods This cross-sectional study was conducted from March 2016 to March 2017.CWA aged 6 to 16 years were recruited as the study participants at the Outpatient Asthma Unit of Guizhou Provincial People′s Hospital, China.Informed consent was obtained from their parents, and their parents were invited to participate in the Mini International Neuropsychiatric Interview of children and adolescents (MINI Kid) to assess the current neuropsychiatric disorders.Meanwhile, the questionnaires information about prenatal diet and environment were collected from their mothers as well.Patients were divided into 2 groups, one group with asthma comorbid neuropsychiatric disorders and the other with asthma only.Single factor analysis and multivariate non-conditional Logistic regression analysis were used to determine the risk factors associated with neuropsychiatric comorbidity. Results The study consisted of 261 patients (male: 163 cases, female: 98 cases) with asthma, with the age of (11.25±3.12) years, the rate of asthma comorbid neuropsychiatric disorders was 26.4% (69/261 cases). Single factor analysis showed that prenatal tobacco smoke exposure, winter coal combustion, food additives had statistically significant differences between the 2 group (χ2=7.385, 3.993, 4.529, all P 0.05); multivariate analysis indicated that prenatal tobacco smoke exposure was the independent risk factor for neuropsychiatric comorbidity in CWA (OR=5.098, 95%CI: 1.089-23.871, P=0.039). Conclusions The result revealed that the prenatal tobacco smoke exposure is the independent risk factor for neuropsychiatric comorbidity in CWA, need to enhance the propaganda and education of negative effects for parents should be enhanced during pregnancy to diminish the prevalence. Key words: Asthma; Neuropsychiatric comorbidities; Pregnancy; Risk factors; Child

Analysis on influencing factors that leading to nonspecific responses to indeterminate results of HIV antibodies

Objective: To identify the influencing factors that leading to nonspecific responses to indeterminate HIV antibody tests, to provide scientific evidence for the differential diagnosis of HIV infection and control strategy. Methods: A case control study was conducted. The samples of HIV antibody indeterminate in confirmed Western blot (WB) tests, but were negative in HIV nucleic acid tests, were collected as HIV antibody indeterminate group from WB results of HIV confirmatory laboratories of Fujian province in 2015-2016. The general population matched group with HIV antibody screening negative samples and WB negative matched group with WB negative samples were selected as the two compared groups by matching gender and age from HIV antibody screening in Fujian province in the same period. Blood concentrations of hepatitis B surface antigen (HBsAg), anti-hepatitis C virus (HCV) antibody, anti-treponema pallidum (TP) antibody, antinuclear antibody (ANA), anti-human T-cell leukemia virus (HTLV) antibody, and alpha-fetoprotein (AFP) were detected by using enzyme-linked immunosorbent assay (ELISA). χ(2) test and multivariate non-conditional logistic regression analysis were performed to identify the influencing factors that leading to nonspecific responses, to indeterminate HIV antibody tests. Results: A total of 13 WB band patterns were observed in 110 HIV antibody indeterminate samples, in which a single p24 band (58.18%, 64/110), a single gp160 band (17.27%, 19/110) and a single p17 band (7.27%, 8/110) were the three most common patterns. The positive rate of anti-TP antibody was significantly higher in HIV antibody indeterminate samples than general population control group and WB negative control group (10.91%, 12/110 vs. 1.77%, 4/226 and 3.64%, 4/110), compared with two control groups (χ(2)=13.627 and 4.314, P<0.05). The positive rate of AFP was significantly higher in HIV antibody indeterminate samples than general population control group (18.18%, 20/110 vs. 0.44%, 1/226, χ(2)=39.736, P<0.05), the different was not significant compared with WB negative control group (18.18%, 20/110 vs. 23.64%, 26/110, χ(2)=0.990, P>0.05) While no significant differences were found between HIV antibody indeterminate group and two control groups in terms of the positive rates of ANA, HBsAg, anti-HCV antibody or anti-HTLV antibody. Conclusions: The influencing factors that leading to nonspecific responses to indeterminate HIV antibody tests appeared complicate, and the anti-TP antibody positivity might be an influencing factor responsible for nonspecific responses to indeterminate HIV antibody tests.

Hantavirus RNA Prevalence in Myomorph Rodents on Bolshoy Ussuriysky Island at the Sino-Russian Border.

To understand the distribution and infection status of hantavirus in Myomorph rodents on Bolshoy Ussuriysky Island (Heixiazi Island) at the Sino-Russian border, and to provide data for the safe development and utilization of Bolshoy Ussuriysky Island. In 2013 and 2014, Myomorph rodents were trapped on Bolshoy Ussuriysky Island. Total RNA was extracted from rodent tissue, and it was screened for hantavirus RNA by using reverse transcription-polymerase chain reaction. Univariate and multivariate nonconditional logistic regression analysis was used to analyze the RNA prevalence rates in eight species of rodents, in relation to species, sex, age, habitat, and season. In addition, PCR amplicons were sequenced and phylogenetic analysis was performed by using Mega 5.1 software. Six hundred forty-four rodents belonging to three orders, five families, and eight genera were trapped. Fifty-two rodents were infected with hantavirus, and the rate of RNA detection was 8.07%. The infection rates of rodents in different habitats (χ2 = 14.853, p < 0.05) and different seasons (χ2 = 16.990, p < 0.05) showed significant differences. A logistic regression analysis showed that habitat and trapping season were risk factors of hantavirus infection (p < 0.05). Phylogenetic analysis showed that the gene sequences of positive samples were Hantaan virus and Khabarovsk virus. There are two types of hantaviruses, such as HTNV (in Apodemus agrarius, Clethrionomys rutilus, Microtus fortis, Rattus norvegicus) and KHAV (in C. rutilus), among the rodents on Bolshoy Ussuriysky Island, and season and habitat are risk factors of hantavirus infection.

Correlation of parents' birth weight and fetal macrosomia

To investigate relationship between birth-weight of parents and fetal macrosomia and its genetic susceptibility. A case-control study with 237 macrosomia and 257 normal birth-weight babies was conducted to retrospectively analyze their parents' birth weight and mothers' conditions during pregnancy. Multivariate non-conditional logistic regression analysis showed that risk of macrosomia increased with increase in maternal birth-weight (OR = 1. 707, 95% CI: 1. 145 - 2. 545) and paternal birth-weight (OR = 1.979, 95%CI:1.306 -2.998). Macrosomia is fetal obesity and related to multi-gene susceptibility with heritability of 74.48%. Maternal effect on macrosomia may come from her obesity gene and intrauterine condition, while paternal effect mainly exhibits by his obesity gene carriage. Key words: Fetal macrosomia; Heredity

Analysis of risk factors for high-normal blood pressure in residents of urban Xuzhou, China

Objective To study risk factors for high-normal blood pressure (HNBP) in residents of urban Xuzhou, Jiangsu province, China. Methods A cross-sectional survey was conducted among 17 500 residents in urban area of Xuzhou from June to December 2008 by cluster sampling with self-designed questionnaire to collect their demographic information and measurements of body height, weight and blood pressure. Data were approached to univariate and multivariate non-conditional logistic regression analysis. Results In total, 17 306 residents finished the survey, with an overall response rate of 98.9percent. Results of univariate analysis revealed that 13 variables such as living region, sex, age,occupation, annual average family income, history of dyslipidemia, smoking, alcohol drinking, intake of pork, and vegetables, daily length of sleeping, body mass index (BMI), abdominal obesity, all were related to HNBP ( P ＜ 0. 05 ). Results of multivariate logistic regression analysis showed that living region, sex,age, annual average family income, alcohol drinking, intake of vegetable, BMI, abdominal obesity all associated with HNBP (P＜0. 05). Conclusions Older age, history of alcohol drinking, increased BMI,abdominal obesity all are risk factors to prompt occurrence of HNBP, and intake of large amount of vegetables is its protective factor. Key words: Blood pressure ; Risk factors ; Sickness impact profile ;