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1.
Chin J Traumatol ; 2024 Mar 16.
Article in English | MEDLINE | ID: mdl-38548574

ABSTRACT

PURPOSE: Although traditional craniotomy (TC) surgery has failed to show benefits for the functional outcome of intracerebral hemorrhage (ICH). However, a minimally invasive hematoma removal plan to avoid white matter fiber damage may be a safer and more feasible surgical approach, which may improve the prognosis of ICH. We conducted a historical cohort study on the use of multimodal image fusion-assisted neuroendoscopic surgery (MINS) for the treatment of ICH, and compared its safety and effectiveness with traditional methods. METHODS: This is a historical cohort study involving 241 patients with cerebral hemorrhage. Divided into MINS group and TC group based on surgical methods. Multimodal images (CT skull, CT angiography, and white matter fiber of MRI diffusion-tensor imaging) were fused into 3 dimensional images for preoperative planning and intraoperative guidance of endoscopic hematoma removal in the MINS group. Clinical features, operative efficiency, perioperative complications, and prognoses between 2 groups were compared. Normally distributed data were analyzed using t-test of 2 independent samples, Non-normally distributed data were compared using the Kruskal-Wallis test. Meanwhile categorical data were analyzed via the Chi-square test or Fisher's exact test. All statistical tests were two-sided, and p < 0.05 was considered statistically significant. RESULTS: A total of 42 patients with ICH were enrolled, who underwent TC surgery or MINS. Patients who underwent MINS had shorter operative time (p < 0.001), less blood loss (p < 0.001), better hematoma evacuation (p = 0.003), and a shorter stay in the intensive care unit (p = 0.002) than patients who underwent TC. Based on clinical characteristics and analysis of perioperative complications, there is no significant difference between the 2 surgical methods. Modified Rankin scale scores at 180 days were better in the MINS than in the TC group (p = 0.014). CONCLUSIONS: Compared with TC for the treatment of ICH, MINS is safer and more efficient in cleaning ICH, which improved the prognosis of the patients. In the future, a larger sample size clinical trial will be needed to evaluate its efficacy.

2.
Stat Methods Med Res ; 32(9): 1680-1693, 2023 09.
Article in English | MEDLINE | ID: mdl-37431594

ABSTRACT

Parallel design and crossover design are two of the most frequently used designs for studying drug-gene interactions. Due to the concerns of statistical power and ethics, it is often more prudent to use the crossover design while allowing the patients to have choices of not switching the treatment if the first stage treatment is effective. This complicates the calculation of the required sample size to achieve pre-specified statistical power. We propose a method to determine the required sample size with a closed-form formula. The proposed approach is applied to determine the sample size of an adaptive crossover trial in studying gene-drug interaction in treating atrial fibrillation, the most common cardiac arrhythmia in clinical practice. Our simulation study confirms the power achieved by the sample size determined using the proposed approach. Issues related to the adaptive crossover trial are also discussed and practical guidelines are provided.


Subject(s)
Models, Statistical , Research Design , Humans , Sample Size , Cross-Over Studies , Computer Simulation , Drug Interactions , Data Interpretation, Statistical
3.
Biometrika ; 110(1): 83-99, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36816791

ABSTRACT

Generalized linear models often have a high-dimensional nuisance parameters, as seen in applications such as testing gene-environment interactions or gene-gene interactions. In these scenarios, it is essential to test the significance of a high-dimensional sub-vector of the model's coefficients. Although some existing methods can tackle this problem, they often rely on the bootstrap to approximate the asymptotic distribution of the test statistic, and thus are computationally expensive. Here, we propose a computationally efficient test with a closed-form limiting distribution, which allows the parameter being tested to be either sparse or dense. We show that under certain regularity conditions, the type I error of the proposed method is asymptotically correct, and we establish its power under high-dimensional alternatives. Extensive simulations demonstrate the good performance of the proposed test and its robustness when certain sparsity assumptions are violated. We also apply the proposed method to Chinese famine sample data in order to show its performance when testing the significance of gene-environment interactions.

4.
Article in English | MEDLINE | ID: mdl-35270383

ABSTRACT

Exposures to environmental pollutants are often composed of mixtures of chemicals that can be highly correlated because of similar sources and/or chemical structures. The effect of an individual chemical on a health outcome can be weak and difficult to detect because of the relatively low level of exposures to many environmental pollutants. To tackle the challenging problem of assessing the health risk of exposure to a mixture of environmental pollutants, we propose a statistical approach to assessing the proportion of the variation of an outcome explained by a mixture of pollutants. The proposed approach avoids the difficult task of identifying specific pollutants that are responsible for the effects and may also be used to assess interactions among exposures. Extensive simulation results demonstrate that the proposed approach has very good performance. Application of the proposed approach is illustrated by investigating the main and interaction effects of the chemical pollutants on systolic and diastolic blood pressure in participants from the National Health and Nutrition Examination Survey.


Subject(s)
Environmental Exposure , Environmental Pollutants , Computer Simulation , Environmental Exposure/analysis , Environmental Pollutants/analysis , Humans , Nutrition Surveys , Outcome Assessment, Health Care
5.
Article in English | MEDLINE | ID: mdl-35162394

ABSTRACT

Humans are exposed to a diverse mixture of chemical and non-chemical exposures across their lifetimes. Well-designed epidemiology studies as well as sophisticated exposure science and related technologies enable the investigation of the health impacts of mixtures. While existing statistical methods can address the most basic questions related to the association between environmental mixtures and health endpoints, there were gaps in our ability to learn from mixtures data in several common epidemiologic scenarios, including high correlation among health and exposure measures in space and/or time, the presence of missing observations, the violation of important modeling assumptions, and the presence of computational challenges incurred by current implementations. To address these and other challenges, NIEHS initiated the Powering Research through Innovative methods for Mixtures in Epidemiology (PRIME) program, to support work on the development and expansion of statistical methods for mixtures. Six independent projects supported by PRIME have been highly productive but their methods have not yet been described collectively in a way that would inform application. We review 37 new methods from PRIME projects and summarize the work across previously published research questions, to inform methods selection and increase awareness of these new methods. We highlight important statistical advancements considering data science strategies, exposure-response estimation, timing of exposures, epidemiological methods, the incorporation of toxicity/chemical information, spatiotemporal data, risk assessment, and model performance, efficiency, and interpretation. Importantly, we link to software to encourage application and testing on other datasets. This review can enable more informed analyses of environmental mixtures. We stress training for early career scientists as well as innovation in statistical methodology as an ongoing need. Ultimately, we direct efforts to the common goal of reducing harmful exposures to improve public health.


Subject(s)
National Institute of Environmental Health Sciences (U.S.) , Research Design , Environmental Exposure/analysis , Epidemiologic Methods , Epidemiologic Studies , Humans , Risk Assessment , United States
6.
Environ Int ; 147: 106373, 2021 02.
Article in English | MEDLINE | ID: mdl-33422966

ABSTRACT

BACKGROUND: Prenatal exposure to metals may play an important role in fetal growth. However, the epidemiologic evidence for certain metals is sparse, and most of the existing research has focused on evaluating single metals in highly exposed target populations. OBJECTIVES: We evaluated associations of cadmium, lead, manganese, selenium, and total mercury exposures during pregnancy with fetal growth using data from mother-infant pairs participating in the National Children's Study. METHODS: Prenatal metal exposures were measured using maternal blood collected from 6 to 32 weeks of gestation. Birth outcomes, including gestational age, birthweight, birth length, head circumference, and ponderal index, were ascertained through physical measurement at birth or abstraction from medical records. Regression coefficients and their 95% confidence intervals were estimated from multivariable linear regression models in the overall study population as well as among male and female infants. We further evaluated pairwise metal-metal interactions. RESULTS: Sex-specific associations were observed for lead, with inverse associations for birthweight, birth length, head circumference, and gestational age observed only among female infants. Sex-specific associations were also observed for selenium, with a positive association for birthweight observed among male infants; selenium was also positively associated with ponderal index and inversely associated with birth length among female infants. Overall, total mercury was inversely associated with birthweight and ponderal index, and the association with birthweight was stronger among female infants. No significant associations were observed with cadmium and manganese. In the metal-metal interaction analyses, we found evidence of a synergistic interaction between lead and total mercury and antagonistic interaction between selenium and total mercury with selected birth outcomes. CONCLUSIONS: Our findings suggest that prenatal exposure to metals may be related to birth outcomes, and infant sex may modify these associations.


Subject(s)
Prenatal Exposure Delayed Effects , Birth Weight , Child , Cohort Studies , Female , Gestational Age , Humans , Infant , Male , Maternal Exposure/adverse effects , Pregnancy , Prenatal Exposure Delayed Effects/epidemiology
7.
Chin J Traumatol ; 22(6): 333-339, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31753760

ABSTRACT

PURPOSE: Thalamic hemorrhage breaking into ventricles (THBIV) is a devastating disease with high morbidity and mortality rates. Endoscopic surgery (ES) may improve outcomes, although there is no consensus on its superiority. We investigated the efficacy and safety of ES and compared the outcomes of different management strategies by ES, hematoma puncture and drainage (HPD), and external ventricular drainage (EVD) in patients with THBIV. METHODS: We retrospectively analyzed patients with THBIV treated by ES, HPD, or EVD at our hospital from June 2015 to June 2018. Patients were categorized into anteromedial and posterolateral groups based on THBIV location, and then the two groups were further divided into ES, HPD, and EVD subgroups. Individualized surgical approach was adopted according to the location of the hematoma in the ES subgroups. Patient characteristics and surgical outcomes were investigated. RESULTS: We analyzed 211 consecutive patients. There were no significant differences in clinical characteristics or incidence of perioperative procedure-related complications (postoperative rebleeding and intracranial infection) in either anteromedial or posterolateral groups. Compared with other therapeutic methods, the ES subgroups had the highest hematoma evacuation rate, shortest drainage time, and lowest incidence of chronic ventricular dilatation (all p < 0.05). Among the three anteromedial subgroups, ES subgroup had the best clinical outcomes which was assessed by the modified Rankin Scale, followed by HPD and EVD subgroups (p < 0.01); while in the posterolateral subgroups, clinical outcomes in the ES and HPD subgroups were similar and better than that in the EVD subgroup (p = 0.037). CONCLUSION: Individualized surgical ES approach for removal of thalamic and ventricular hematomas is a minimally invasive, safe, and effective strategy for the treatment of THBIV with a thalamic hematoma volume of 10-30 mL.


Subject(s)
Cerebral Hemorrhage/surgery , Cerebral Ventricles/surgery , Endoscopy/methods , Minimally Invasive Surgical Procedures/methods , Paracentesis/methods , Thalamus/surgery , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged
8.
Environ Res ; 177: 108639, 2019 10.
Article in English | MEDLINE | ID: mdl-31419716

ABSTRACT

BACKGROUND: Emerging evidence suggests airborne metals may be associated with breast cancer risk. However, breast cancer is heterogenous and associations with heavy metals vary by subtype. Heavy metals possess both carcinogenic and xenoestrogenic properties which may be related to different tumor etiologies. Therefore, we tested for etiologic heterogeneity, using a case-series approach, to determine whether associations between residential airborne metal concentrations and breast cancer differed by tumor subtype. METHODS: Between 2005 and 2008, we enrolled incident breast cancer cases into the Breast Cancer Care in Chicago study. Tumor estrogen and progesterone receptors status was determined by medical record abstraction and confirmed immunohistochemically (N = 696; 147 ER/PR-negative). The 2002 USEPA's National Air Toxics Assessment census-tract estimates of metal concentrations (antimony, arsenic, beryllium, cadmium, chromium, cobalt, lead, manganese, mercury, nickel and selenium) were matched to participants' residences of the same year. Adjusted logistic regression models were used to examine whether the airborne heavy metal associations differed by tumor ER/PR status. Principal component analysis was performed to assess associations by metal co-exposures. RESULTS: Comparing the highest and lowest quintiles, higher concentrations of antimony (odds ratio[OR]: 1.8, 95% confidence interval[CI]: 0.9, 3.7, P-trend: 0.05), cadmium (OR: 2.3, 95% CI: 1.2, 4.4, P-trend: 0.04) and cobalt (OR: 2.0, 95% CI: 0.9, 4.4, P-trend: 0.04) were associated with ER/PR-negative breast cancer. Mixture analysis using principal components suggested co-exposures to multiple airborne heavy metals may drive associations with tumor receptor status. CONCLUSIONS: Among women diagnosed with breast cancer, metallic air pollutants were associated with increased odds of developing ER/PR-negative breast cancer.


Subject(s)
Air Pollutants , Air Pollution/statistics & numerical data , Breast Neoplasms/epidemiology , Environmental Exposure/statistics & numerical data , Metals, Heavy , Breast , Cadmium , Female , Humans , Risk Factors
9.
Chin Med J (Engl) ; 130(24): 2951-2959, 2017 Dec 20.
Article in English | MEDLINE | ID: mdl-29237928

ABSTRACT

BACKGROUND: Both Mitofusin 2 (Mfn2) and pelvic organ prolapse (POP) are related to aging. The aim of the present study was to investigate the variations of Mfn2 expression in the uterosacral ligaments of patients with and/or without POP and their correlations with the expression of procollagen. METHODS: Fibroblasts were cultured using tissue specimens that were harvested from the uterosacral ligaments of POP and non-POP (NPOP) patients (n = 10 for each group) from September 2016 to December 2016. The Cell Counting Kit-8 (CCK-8) assay was used to compare the differences in cell proliferation between the two groups. Relative quantitative reverse transcription-polymerase chain reaction and Western blotting assays were employed to assess the differences in the mRNA and protein expression levels of Mfn2 and procollagen 1A1/1A2/3A1 between the two groups. The changes in procollagen expression were assessed following the downregulation of Mfn2 in the POP group using RNAi. The data were assessed with independent sample t- test or general linear model univariate analysis using the SPSS 13.0 software. RESULTS: The results from CCK-8 assay indicated that cell viability in the POP group was significantly lower compared with that of the NPOP group (td5, 7, 9, 11= -5.925, -6.851, -9.129, and -9.661, respectively, all P < 0.001, from D5 to D11). The mRNA and protein expression levels of Mfn2 in the cultured fibroblasts of the POP group were significantly higher compared with those of the NPOP group (mRNA: t = 2.425, P = 0.032; protein: t = 2.392, P = 0.037, respectively), whereas only the expression levels of procollagen 1A1/1A2/3A1 were significantly higher in the NPOP group (mRNA: t = -2.165, P1A1 = 0.041; t = -2.741, P1A2 = 0.026; t = -2.147, P3A1 = 0.045, respectively; protein: t = -2.418, P1A1 = 0.029; t = -2.405, P1A2 = 0.033; t = -2.470, P3A1 = 0.012, respectively). The expression levels of procollagen in the POP group increased following the downregulation of Mfn2. CONCLUSIONS: The proliferation rate and cell viability of the fibroblasts in the POP group were significantly lower compared with those in the NPOP group. In the POP fibroblasts, Mfn2 expression was increased, while procollagen expression was decreased.


Subject(s)
Fibroblasts/metabolism , GTP Phosphohydrolases/metabolism , Mitochondrial Proteins/metabolism , Pelvic Organ Prolapse/metabolism , Aged , Cells, Cultured , Female , Humans , Immunohistochemistry , Male , Middle Aged , Procollagen/metabolism
10.
J Gastroenterol ; 51(2): 119-29, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26045391

ABSTRACT

BACKGROUND: Gastric cancer (GC) is known for its lymph node metastasis and outstanding morbidity and mortality. Thus, improvement in the current knowledge regarding the molecular mechanism of GC is urgently needed to discover novel biomarkers involved in its progression and prognosis. Several long, non-coding RNAs (lncRNAs) play important roles in gastric tumorigenesis and metastasis. However, the signature of lncRNA-associated metastasis in GC is not fully clarified. METHODS: We determined the lncRNA and mRNA expression profiles correlating to GC with or without lymph node-metastasis based on microarray analysis. Twelve differentially expressed lncRNAs and six differentially expressed mRNAs were validated by real-time quantitative reverse transcription-polymerase chain reaction (qRT-PCR) assay. RESULTS: The relationships between the aberrantly expressed lncRNAs XLOC_010235 or RP11-789C1.1 and lymph node metastasis, pathologic metastasis status, distal metastasis and TNM (tumour, node, and metastasis) stage were found to be significantly different. Via survival analysis, patients who had high-expressed XLOC_010235 or low-expressed RP11-789C1.1 showed significantly worse survival than patients with inverse-expressed XLOC_010235 or RP11-789C1.1. CONCLUSION: In summary, this current study highlights some evidence regarding the potential role of lncRNAs in GC and posits that specific lncRNAs can be identified as novel, poor prognostic biomarkers in GC.


Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/secondary , RNA, Long Noncoding/genetics , RNA, Neoplasm/genetics , Stomach Neoplasms/genetics , Adenocarcinoma/pathology , Aged , Biomarkers, Tumor/genetics , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , Lymphatic Metastasis , Male , Middle Aged , Oligonucleotide Array Sequence Analysis/methods , Prognosis , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction/methods , Stomach Neoplasms/pathology
11.
Bipolar Disord ; 16(8): 790-9, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25243493

ABSTRACT

OBJECTIVES: Aberrant DNA methylation and gene expression have been reported in postmortem brain tissues of psychotic patients, but until now there has been no systematic evaluation of synergistic changes in methylation and expression on a genome-wide scale in brain tissue. METHODS: In this study, genome-wide methylation and expression analyses were performed on cerebellum samples from 39 patients with schizophrenia, 36 patients with bipolar disorder, and 43 unaffected controls, to screen for a correlation between gene expression and CpG methylation. RESULTS: Out of 71,753 CpG gene pairs (CGPs) tested across the genome, 204 were found to significantly correlate with gene expression after correction for multiple testing [p < 0.05, false discovery rate (FDR) q < 0.05]. The correlated CGPs were tested for disease-associated expression and methylation by comparing psychotic patients with bipolar disorder and schizophrenia to healthy controls. Four of the identified CGPs were found to significantly correlate with the differential expression and methylation of genes encoding phosphoinositide-3-kinase, regulatory subunit 1 (PIK3R1), butyrophilin, subfamily 3, member A3 (BTN3A3), nescient helix-loop-helix 1 (NHLH1), and solute carrier family 16, member 7 (SLC16A7) in psychotic patients (p < 0.05, FDR q < 0.2). Additional expression and methylation datasets were used to validate the relationship between DNA methylation, gene expression, and neuropsychiatric diseases. CONCLUSIONS: These results suggest that the identified differentially expressed genes with an aberrant methylation pattern may represent novel candidate factors in the etiology and pathology of neuropsychiatric disorders.


Subject(s)
Bipolar Disorder , Cerebellum/physiopathology , DNA Methylation/physiology , Gene Expression/physiology , Schizophrenia , Statistics as Topic , Antigens, CD/genetics , Basic Helix-Loop-Helix Transcription Factors/genetics , Bipolar Disorder/genetics , Bipolar Disorder/pathology , Bipolar Disorder/physiopathology , Butyrophilins , Cerebellum/metabolism , Class Ia Phosphatidylinositol 3-Kinase , CpG Islands/genetics , Female , Gene Expression Profiling , Humans , Male , Membrane Glycoproteins/genetics , Monocarboxylic Acid Transporters/genetics , Oligonucleotide Array Sequence Analysis , Phosphatidylinositol 3-Kinases/genetics , Reproducibility of Results , Schizophrenia/genetics , Schizophrenia/pathology , Schizophrenia/physiopathology
12.
Hum Genet ; 133(11): 1395-405, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25085266

ABSTRACT

Vitamin D deficiency is more common among African Americans (AAs) than among European Americans (EAs), and epidemiologic evidence links vitamin D status to many health outcomes. Two genome-wide association studies (GWAS) in European populations identified vitamin D pathway gene single-nucleotide polymorphisms (SNPs) associated with serum vitamin D [25(OH)D] levels, but a few of these SNPs have been replicated in AAs. Here, we investigated the associations of 39 SNPs in vitamin D pathway genes, including 19 GWAS-identified SNPs, with serum 25(OH)D concentrations in 652 AAs and 405 EAs. Linear and logistic regression analyses were performed adjusting for relevant environmental and biological factors. The pattern of SNP associations was distinct between AAs and EAs. In AAs, six GWAS-identified SNPs in GC, CYP2R1, and DHCR7/NADSYN1 were replicated, while nine GWAS SNPs in GC and CYP2R1 were replicated in EAs. A CYP2R1 SNP, rs12794714, exhibited the strongest signal of association in AAs. In EAs, however, a different CYP2R1 SNP, rs1993116, was the most strongly associated. Our models, which take into account genetic and environmental variables, accounted for 20 and 28 % of the variance in serum vitamin D levels in AAs and EAs, respectively.


Subject(s)
Black or African American/genetics , Polymorphism, Single Nucleotide , Vitamin D Deficiency/genetics , Vitamin D/analogs & derivatives , White People/genetics , Female , Genome-Wide Association Study , Humans , Linkage Disequilibrium , Male , Regression Analysis , Vitamin D/blood , Vitamin D Deficiency/blood
13.
Eur J Obstet Gynecol Reprod Biol ; 174: 141-5, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24361166

ABSTRACT

OBJECTIVES: To compare the mRNA and protein expressions of mitochondrial fusion protein-2 (mitofusin-2, Mfn2), and procollagen 1A1/1A2/3A1 in uterosacral ligament fibroblasts of postmenopausal patients with or without pelvic organ prolapse (POP). The effect of Mfn2 on the expression of procollagen in fibroblasts was also investigated. STUDY DESIGN: Thirty-seven POP patients and 23 non-POP postmenopausal patients were included in the POP (study) and non-POP (control) groups, respectively. Laser capture microdissection (LCM) was combined with quantitative real-time polymerase chain reaction (qRT-PCR) and western blotting to detect the mRNA and protein expressions of Mfn2, and types I and III procollagen in uterosacral ligament fibroblasts of the two groups, and the differences in expression levels were compared between the groups. The correlation between Mfn2 and procollagens was also investigated. RESULTS: Fibroblasts were successfully isolated from frozen sections of the uterosacral ligament using LCM. The results of qRT-PCR and western blot showed that the expressions of types I and III procollagen were significantly lower and those of Mfn2 were significantly higher in the POP group than in the non-POP group (p<0.05, all). In POP, opposite trends of protein expression changes of Mfn2 and procollagens were observed along with the duration of postmenopause (P<0.05), while this was not the case in POP accompanied by stress urinary incontinence and frequency of vaginal delivery (P>0.05). The expressions of type I and III procollagen were negatively associated with Mfn2 in POP patients (-1

Subject(s)
GTP Phosphohydrolases/genetics , Gene Expression , Ligaments/metabolism , Mitochondrial Proteins/genetics , Pelvic Organ Prolapse/metabolism , Postmenopause , Procollagen/genetics , Aged , Female , Fibroblasts/chemistry , Fibroblasts/metabolism , GTP Phosphohydrolases/analysis , GTP Phosphohydrolases/physiology , Humans , Ligaments/chemistry , Middle Aged , Mitochondrial Proteins/analysis , Mitochondrial Proteins/physiology , Pelvic Organ Prolapse/pathology , Procollagen/analysis , RNA, Messenger/analysis , Sacrum , Uterus
14.
Stat Med ; 32(18): 3126-42, 2013 Aug 15.
Article in English | MEDLINE | ID: mdl-23307592

ABSTRACT

We propose a semiparametric odds ratio model that extends Umbach and Weinberg's approach to exploiting gene-environment association model for efficiency gains in case-control designs to both discrete and continuous data. We directly model the gene-environment association in the control population to avoid estimating the intercept in the disease risk model, which is inherently difficult because of the scarcity of information on the parameter with the sampling designs. We propose a novel permutation-based approach to eliminate the high-dimensional nuisance parameters in the matched case-control design. The proposed approach reduces to the conditional logistic regression when the model for the gene-environment association is unrestricted. Simulation studies demonstrate good performance of the proposed approach. We apply the proposed approach to a study of gene-environment interaction on coronary artery disease.


Subject(s)
Case-Control Studies , Models, Genetic , Models, Statistical , Computer Simulation , Coronary Artery Disease/genetics , Female , Gene-Environment Interaction , Humans , Male , Odds Ratio , Polymorphism, Single Nucleotide/genetics
15.
Stat Med ; 32(9): 1494-508, 2013 Apr 30.
Article in English | MEDLINE | ID: mdl-22987618

ABSTRACT

In genetic association studies with densely typed genetic markers, it is often of substantial interest to examine not only the primary phenotype but also the secondary traits for their association with the genetic markers. For more efficient sample ascertainment of the primary phenotype, a case-control design or its variants, such as the extreme-value sampling design for a quantitative trait, are often adopted. The secondary trait analysis without correcting for the sample ascertainment may yield a biased association estimator. We propose a new method aiming at correcting the potential bias due to the inadequate adjustment of the sample ascertainment. The method yields explicit correction formulas that can be used to both screen the genetic markers and rapidly evaluate the sensitivity of the results to the assumed baseline case-prevalence rate in the population. Simulation studies demonstrate good performance of the proposed approach in comparison with the more computationally intensive approaches, such as the compensator approaches and the maximum prospective likelihood approach. We illustrate the application of the approach by analysis of the genetic association of prostate specific antigen in a case-control study of prostate cancer in the African American population.


Subject(s)
Case-Control Studies , Data Interpretation, Statistical , Models, Statistical , Quantitative Trait, Heritable , Black or African American , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Computer Simulation , Genetic Markers , Humans , Male , Prostate-Specific Antigen/genetics , Prostate-Specific Antigen/metabolism , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism
16.
Chin Med J (Engl) ; 125(18): 3261-5, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22964320

ABSTRACT

BACKGROUND: Few clinical studies or randomized clinical trial results have reported the impact of fast track surgery on postoperative insulin sensitivity. This study aimed to investigate the effects of fast track surgery on postoperative insulin sensitivity in patients undergoing elective open colorectal resection. METHODS: Controlled, randomized clinical trial was conducted from November 2008 to January 2009 with one-month post-discharge follow-up. Seventy patients with colorectal carcinoma requiring colorectal resection were randomized into two groups: a fast track group (35 cases) and a conventional care group (35 cases). All included patients received elective open colorectal resection with combined tracheal intubation and general anesthesia. Clinical parameters (complication rates, return of gastrointestinal function and postoperative length of stay), stress index and insulin sensitivity were evaluated in both groups perioperatively. RESULTS: Sixty-two patients finally completed the study, 32 cases in the fast-track group and 30 cases in the conventional care group. Our findings revealed a significantly faster recovery of postoperative insulin sensitivity on postoperative day 7 in the fast-track group than that in the conventional care group. We also found a significantly shorter length of postoperative stay and a significantly faster return of gastrointestinal function in patients undergoing fast-track rehabilitation. CONCLUSION: Fast track surgery accelerates the recovery of postoperative insulin sensitivity in elective surgery for colorectal carcinoma with a shorter length of postoperative hospital stay.


Subject(s)
Insulin Resistance/physiology , Perioperative Care/methods , Adolescent , Adult , Aged , Aged, 80 and over , Colorectal Neoplasms/surgery , Female , Humans , Male , Middle Aged , Postoperative Period , Treatment Outcome , Young Adult
17.
Zhonghua Wai Ke Za Zhi ; 50(10): 870-4, 2012 Oct.
Article in Chinese | MEDLINE | ID: mdl-23302453

ABSTRACT

OBJECTIVE: To investigate the effects of fast track surgery on postoperative insulin sensitivity on the basis of clinical benefits in patients undergoing elective open colorectal resection. METHODS: During May 2008 to December 2008, Seventy patients with colorectal carcinoma requiring colorectal resection were randomized into two groups: a fast track group (35 cases) and a conventional care group (35 cases). All included patients received elective open colorectal resection with combined tracheal intubation and general anesthesia. Clinical parameters, stress markers and insulin sensitivity were evaluated in both groups. RESULTS: The 62 patients finally completed the study, 32 cases in the fast-track group and 30 cases in the conventional care group. The speed of recovery of postoperative insulin sensitivity on 7 days postoperative in the fast-track group (97% ± 9%) was significantly faster than the conventional care group (88.5% ± 9.0%, t = 2.552, P = 0.016). The hospitalization days in the fast-track group was 6 days (M(50)), and it was significantly shorter than the conventional care group ((11.7 ± 3.8) days, Z = 4.360, P = 0.000). The time of recovery of bowel function were faster in the fast-track group (time to pass flatus was 2 days (M(50))) than the conventional care group (4 days, Z = 3.976, P = 0.000). The Infectious complication rate in the fast-track group (2/32) is lower than the other group (8/30, P = 0.040). CONCLUSION: Fast track surgery accelerates recovery of postoperative insulin sensitivity in elective surgery for colorectal carcinoma with a lower rate of postoperative infectious complications and a shorter length of postoperative hospital stay.


Subject(s)
Colorectal Neoplasms/rehabilitation , Insulin Resistance , Perioperative Care/methods , Aged , Colorectal Neoplasms/surgery , Female , Humans , Length of Stay , Male , Middle Aged , Prospective Studies
18.
Cancer Sci ; 103(1): 73-9, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22017425

ABSTRACT

Several studies have found that the promoter CpG island is frequently methylated in gastric cancer. The CpG island methylator phenotype (CIMP) defines concordant methylation of multiple promoter CpG island loci in a subset of gastric cancer. However, the relationship between CIMP and lymph node metastasis in gastric cancer is unknown. Our study aimed to characterize the role of CIMP in lymph node metastasis. Clinical specimens from 120 patients were analyzed and PCR was used to detect the methylation status of five genes (ALX4, TMEFF2, CHCHD10, IGFBP3, and NPR1). We measured the level of mRNA for the five genes by real-time RT-PCR. Microsatellite instability and Helicobacter pylori infection status were assayed by capillary electrophoresis and real-time PCR, respectively. DNA methylation in the five genes was correlated with low expression of the respective mRNA. With CIMP as the dependent variable, CIMP-high gastric cancer tended to show more distant lymph node metastasis, higher pathologic tumor classification, more pathologic metastasis, and higher pathologic TNM status. Microsatellite instability and H. pylori status were not significant predictors of prognosis. CIMP-high gastric cancer showed significantly worse survival compared with that of CIMP-low/CIMP-negative gastric cancer (P < 0.001). Our results show that there is an association between CIMP status and lymph node metastasis in gastric cancer and CIMP-high was an independent prognostic factor.


Subject(s)
CpG Islands/genetics , DNA Methylation , Gene Expression Regulation, Neoplastic , Genes, Tumor Suppressor , Stomach Neoplasms/genetics , Stomach Neoplasms/pathology , Adult , Aged , Aged, 80 and over , DNA-Binding Proteins/genetics , Female , Helicobacter Infections/genetics , Helicobacter Infections/pathology , Helicobacter Infections/virology , Helicobacter pylori/genetics , Humans , Insulin-Like Growth Factor Binding Protein 3/genetics , Lymphatic Metastasis , Male , Membrane Proteins/genetics , Microsatellite Instability , Middle Aged , Mitochondrial Proteins/genetics , Neoplasm Proteins/genetics , Neoplasm Staging , Phenotype , Prognosis , RNA, Neoplasm , Real-Time Polymerase Chain Reaction , Receptors, Atrial Natriuretic Factor/genetics , Stomach Neoplasms/mortality , Stomach Neoplasms/virology , Survival Rate , Transcription Factors/genetics
19.
Zhonghua Yi Xue Za Zhi ; 91(32): 2293-6, 2011 Aug 30.
Article in Chinese | MEDLINE | ID: mdl-22094099

ABSTRACT

OBJECTIVE: To establish a multiplex PCR point mutation screening technique for the genotyping of CYP2C19. METHODS: Deoxyinosine multiplex-polymerase chain reaction (PCR) primers (DMPs) were designed to detect simultaneously CYP2C19*1,*2,*3 alleles in one PCR tube. RESULTS: The above technique could detect the genotypes of CYP2C19*1, CYP2C19*2 and CYP2C19*3 successfully. And the results were completely consistent with those of DNA sequencing. CONCLUSION: A novel screening technique of multiplex PCR point mutation is successfully established. With the advantages of high specificity, convenient handling, fast completion and low cost, it provides a reasonable and reliable detection method for basic researches and personalized medicine.


Subject(s)
Aryl Hydrocarbon Hydroxylases/genetics , Genotyping Techniques/methods , Multiplex Polymerase Chain Reaction/methods , Cytochrome P-450 CYP2C19 , DNA Primers , Humans , Point Mutation
20.
Genet Epidemiol ; 35(8): 823-30, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22006659

ABSTRACT

Extreme-value sampling design that samples subjects with extremely large or small quantitative trait values is commonly used in genetic association studies. Samples in such designs are often treated as "cases" and "controls" and analyzed using logistic regression. Such a case-control analysis ignores the potential dose-response relationship between the quantitative trait and the underlying trait locus and thus may lead to loss of power in detecting genetic association. An alternative approach to analyzing such data is to model the dose-response relationship by a linear regression model. However, parameter estimation from this model can be biased, which may lead to inflated type I errors. We propose a robust and efficient approach that takes into consideration of both the biased sampling design and the potential dose-response relationship. Extensive simulations demonstrate that the proposed method is more powerful than the traditional logistic regression analysis and is more robust than the linear regression analysis. We applied our method to the analysis of a candidate gene association study on high-density lipoprotein cholesterol (HDL-C) which includes study subjects with extremely high or low HDL-C levels. Using our method, we identified several SNPs showing a stronger evidence of association with HDL-C than the traditional case-control logistic regression analysis. Our results suggest that it is important to appropriately model the quantitative traits and to adjust for the biased sampling when dose-response relationship exists in extreme-value sampling designs.


Subject(s)
Cholesterol, HDL/genetics , Genetic Predisposition to Disease , Models, Genetic , Quantitative Trait, Heritable , Case-Control Studies , Cross-Sectional Studies , Humans , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Regression Analysis , Selection Bias
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