Statistical Significance vs Clinical Significance—That Is the Question

Author(s):  
Jennifer Rose-Nussbaumer
2021 ◽  
Vol 12 (1) ◽  
pp. 032-039
Author(s):  
Bangming Guo ◽  
Wenjuan Liao ◽  
Shusheng Wang

Abstract Background Glioblastoma multiforme (GBM) is the leading cause of death among adult brain cancer patients. Glutathione peroxidase 2 (GPX2), as a factor in oxidative stress, plays an important role in carcinogenesis. However, its role in GBM has not been well established. The study aimed to investigate the clinical significance of GPX2 with GBM prognosis. Methods Data of GBM and healthy individuals were retrospectively collected from oncomine, cancer cell line encyclopedia (CCLE), gene expression profiling interactive analysis (GEPIA), UALCAN, and Human Protein Atlas. GPX2 mRNA expression was first assessed across various cancer types in oncomine and cancer cell lines from CCLE. The mRNA expression of GPX2 was compared between normal and GBM tissues using GEPIA (normal = 207; GBM = 163) and UALCAN (normal = 5; GBM = 156). The GPX2 methylation was analyzed using data from UALCAN (normal = 2; GBM = 140). The prognostic value of GPX2 in GBM was explored in GEPIA and UALCAN using Kaplan–Meier method. STRING database was used to construct protein–protein interaction (PPI) network and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway. Statistical significance was set as <0.05. Results The current study revealed no significant differences in GPX2 expression between normal and GBM from GEPIA data (P > 0.05) and UALCAN (P = 0.257). Patients with higher GPX2 intended to have a poorer prognosis (P = 0.0089). The KEGG pathways found that chemokine-signaling pathway were the more preferred. Conclusions The findings demonstrated that GPX2 might be a potential diagnosis and prognostic indicator for GBM. Chemokine-signaling pathway may be involved in GPX2 function.


Author(s):  
Luciana Regina Ferreira Pereira da Mata ◽  
Mariana Ferreira Vaz Gontijo Bernardes ◽  
Cissa Azevedo ◽  
Tânia Couto Machado Chianca ◽  
Maria da Graça Pereira ◽  
...  

ABSTRACT Objective: to exemplify the applicability of the Jacobson and Truax Method in a nursing intervention study that analyzed the effectiveness of a home care teaching program after radical prostatectomy. Method: this is a descriptive study concerning the applicability of the Jacobson and Truax Method in the data analysis of a clinical trial. The intervention consisted of a teaching program for hospital discharge after radical prostatectomy through oral guidance, writing, and telephonic reinforcement. Thirty-four men participated in the intervention group and 34 men participated in the control group. A reliable index of change and clinical significance was calculated for the knowledge variable in both groups. Scatterplots were presented to demonstrate the effectiveness of the method. Results: for 30 individuals in the intervention group, the intervention presented clinically relevant change than in knowledge. In the control group, none of the 34 individuals presented clinical significance of the results related to this variable, that is, the statistical significance identified by the inferential tests did not have clinically relevant changes in the knowledge variable. Conclusion: the educational intervention carried out through the combination of oral, written and telephone counseling was shown to be clinically effective in improving knowledge about home care.


2016 ◽  
Vol 5 (5) ◽  
pp. 16 ◽  
Author(s):  
Guolong Zhao

To evaluate a drug, statistical significance alone is insufficient and clinical significance is also necessary. This paper explains how to analyze clinical data with considering both statistical and clinical significance. The analysis is practiced by combining a confidence interval under null hypothesis with that under non-null hypothesis. The combination conveys one of the four possible results: (i) both significant, (ii) only significant in the former, (iii) only significant in the latter or (iv) neither significant. The four results constitute a quadripartite procedure. Corresponding tests are mentioned for describing Type I error rates and power. The empirical coverage is exhibited by Monte Carlo simulations. In superiority trials, the four results are interpreted as clinical superiority, statistical superiority, non-superiority and indeterminate respectively. The interpretation is opposite in inferiority trials. The combination poses a deflated Type I error rate, a decreased power and an increased sample size. The four results may helpful for a meticulous evaluation of drugs. Of these, non-superiority is another profile of equivalence and so it can also be used to interpret equivalence. This approach may prepare a convenience for interpreting discordant cases. Nevertheless, a larger data set is usually needed. An example is taken from a real trial in naturally acquired influenza.


Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 3988-3988
Author(s):  
Khaldoun J. Alkayed ◽  
Kandice Kottke-Marchant

Abstract 3988 Poster Board III-924 Abstract: Introduction The International Society of Thrombosis and Hemostasis (ISTH) criteria for the diagnosis of the lupus anticoagulant (LAC) include: Screening test that demonstrates the prolongation of a phospholipid-dependent (PL-D) clotting time; mixing test that confirms the presence of an inhibitor; the confirmation that the inhibitor is PL-D and exclusion of other coagulopathies. Test results that do not fulfill all the criteria are considered indeterminate. These indeterminate results are common (Kottke-Marchant et al. J Thromb Haemost. 2007; 5 Supplement 2: P-M-455), still there is no published data regarding clinical significance. Patients/methods This study investigated the prevalence of thrombotic events in an initial cohort of unselected patients (n=256) from one tertiary hospital in the United States, who were tested for LAC and other antiphospholipid (aPL) antibodies from a 2 month period in 2006. The laboratory results (PT/INR, aPTT, dilute Russell's viper venom time (DRVVT), STACLOT and platelet neutralization (PNP)) were evaluated. The profile included 3 separate PL -D assays (DRVVT confirm, STACLOT, PNP). Samples containing heparin (>0.1U/ml) were pre-treated with Hepadsorb. The LAC profile was considered indeterminate if PL test results were positive, but without a positive aPTT or DRVVT mixing study. The initial cohort included 83 patients with indeterminate results. From this group, 18 patients were excluded: Four due to incomplete data, 2 due to high heparin level (anti Xa>1.0 U/ml), 5 due to other prothrombotic etiologies and 7 with other positive aPL antibodies. For an assessment of thrombotic history, we performed retrospective chart reviews and tabulated all Sapporo clinical features, malignancy and auto-immune disorders within 5 years before and 2 years after the index laboratory testing. Events that did not fulfill diagnostic criteria for thrombosis, ischemic events or obstetrical complications were excluded. The final analysis sample included 65 patients with indeterminate LAC, 106 with negative and 27 with positive LAC. Results The final indeterminate LAC cohort included 65 patients, with mean follow-up of 18 months. Malignancy was present in 29% and autoimmune disease in 25% of patients. The most common thrombotic events were deep vein thrombosis (DVT) (28%), cerebral ischemic stroke (14%) and pulmonary embolism (14%). When compared to those with negative tests, indeterminate group patients were more likely males, relatively older, and more likely to have DVT, superficial thrombosis (ST) or myocardial infarction (MI) (P= 0.049, 0.021, 0.044, 0.005 and 0.045 respectively). Concurrent coumadin (warfarin) therapy was more prevalent in the indeterminate group, but it did not reach statistical significance (p=0.15). There was no statistical significant difference in the prevalence of cancer or autoimmune disease (P=0.19 and 0.48 respectively). In the multivariate analysis model none of the previous variables reached any statistical significance between the two groups. When compared the above clinical variables between indeterminate results and positive LAC results groups from the same cohort, we failed to show any major statistically significant differences. We noticed very poor retesting rate in the indeterminate group during the follow up period of 2 years (15% only). Conclusions Indeterminate results are common among patients referred for LAC testing. When compared to those with negative results, patients with indeterminate results are more likely to have a history of DVT, superficial thrombosis or MI, but none of the clinical variables reached statistical significance in a multivariate model. On the other hand, patients in the indeterminate group shared demographic and clinical profiles with those in the positive results group. This further highlights the need to study the clinical significance of indeterminate LAC results in a prospective study. Disclosures: No relevant conflicts of interest to declare.


2008 ◽  
Vol 18 (1) ◽  
pp. 47-52 ◽  
Author(s):  
Holly Campbell

AbstractFrom Freud through to modern times researchers have aimed to develop a clearer understanding of therapeutic processes and outcomes. Despite this continued interest in the field, the representation of psychotherapy processes and the applicability of research findings and recommendations to the therapeutic field continue to prove difficult. Quantitative and qualitative studies each purport to provide answers, however, they differ greatly in their research methods and underlying ontological and epistemological views. Efficacy and effectiveness studies and the measures of statistical significance and clinical significance are explored with their inherent strengths and weaknesses highlighted. This paper presents the view that research into psychotherapy should enhance the experiences of both the therapist and client. For this to be achieved it is recommended that quantitative and qualitative data, or objective and subjective experiences, should collude rather than collide.


2019 ◽  
Vol 29 (3) ◽  
pp. 570-578 ◽  
Author(s):  
Antonija Perović ◽  
Marina Njire Bratičević

Introduction: The aim of this study was to compare ionized calcium (iCa) concentrations in arterial heparinized blood and venous serum and to investigate time-dependent variation of iCa in serum samples centrifuged and analysed at different times. Materials and methods: Ionized calcium was measured (N = 25) in arterial blood within 20 min after puncture, and in serum within 10 min after centrifugation conducted 30 min after sampling. Effect of time between sampling and centrifugation was examined in three tubes (N = 30) centrifuged 15, 30 and 60 min after sampling, and analysed within 10 min. Effect of time between centrifugation and analysis was investigated in three tubes (N = 31) centrifuged 30 min after sampling and analysed: 0-10, 30-40 and 90-100 min after centrifugation. Ionized calcium was measured on the Siemens RapidLab 348EX analysers. Statistical significance was tested using Wilcoxon test and ANOVA analysis. Clinical significance was judged against reference change values (RCV). Results: No statistically significant difference was found between iCa in arterial blood and serum (P = 0.274). A statistically significant decrease was found: in tubes centrifuged 60 and 15 min after sampling versus 30 min (P = 0.005, P = 0.003); and in tubes analysed 30-40 and 90-100 min after centrifugation versus 0-10 min (P = 0.021, P = 0.027). Clinically significant changes were observed: 60 versus 30 min (centrifugation) and 90-100 versus 0-10 and 30-40 min (analysis). Conclusions: Timely analysed arterial blood and serum samples can be used interchangeably. To avoid clinically significant variations, serum tubes should be centrifuged within 30 min after sampling, and analysis should be performed within 30 min after centrifugation.


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