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1.
Int Endod J ; 54(5): 660-671, 2021 May.
Article in English | MEDLINE | ID: mdl-33270246

ABSTRACT

AIM: This cross-sectional study aimed to investigate the microbial profile and to quantify the levels of endotoxins (LPS) and lipoteichoic acid (LTA) present in periapical lesions associated with root filled teeth and those that had received root canal retreatment. It also aimed to investigate the association between microorganisms and their virulence factors with clinical and radiographic features. METHODOLOGY: Patients with periapical lesions in teeth with post-treatment endodontic disease following primary root canal treatment (n = 19) and unsuccessful root canal retreatment (n = 13) were treatment planned for endodontic microsurgery, where the periapical lesions were collected. Clinical and radiographic data were also collected. For microbiological analysis, nested polymerase chain reaction was used to detect 17 bacterial species. Levels of LPS and LTA were determined using limulus amebocyte lysate and enzyme-linked immunosorbent assays, respectively. The Student t-test or Wilcoxon-Mann-Whitney tests were applied to compare the data on LPS and LTA with clinical and radiographic features. The associations between the clinical and radiographic features and the bacterial species were analysed using the Fisher's exact test. A significance level of 5% was adopted. RESULTS: Bacterial DNA, LPS and LTA were detected in all samples. Parvimonas micra was the most commonly detected species in all groups, followed by Enterococcus faecalis, Fusobacterium nucleatum and Porphyromonas endodontalis. The type of endodontic treatment, whether a primary root canal treatment or retreatment, was not associated with the presence of any bacterial species in periapical lesions. The levels of LPS and LTA in periapical lesions of root filled teeth were not significantly different from those that had been retreated. Associations between the levels of LPS and LTA with clinical signs and symptoms were found. No association was found between specific bacteria and clinical features. CONCLUSION: Periapical lesions associated with teeth after primary root canal treatment and retreatment had similar polymicrobial composition. The levels of LPS and LTA in periapical lesions associated with teeth after primary root canal treatment and retreatment were similar, and both were associated with the same symptomatology.


Subject(s)
Dental Pulp Cavity , Periapical Periodontitis , Bacteria , Cross-Sectional Studies , Firmicutes , Humans , Root Canal Therapy , Virulence Factors
2.
Ann Oncol ; 30(4): 542-550, 2019 04 01.
Article in English | MEDLINE | ID: mdl-30799502

ABSTRACT

BACKGROUND: Ibrutinib therapy is safe and effective in patients with chronic lymphocytic leukemia (CLL). Currently, ibrutinib is administered continuously until disease progression. Combination regimens with ibrutinib are being developed to deepen response which could allow for ibrutinib maintenance (IM) discontinuation. Among untreated older patients with CLL, clinical investigators had the following questions: (i) does ibrutinib + venetoclax + obinutuzumab (IVO) with IM have superior progression-free survival (PFS) compared with ibrutinib + obinutuzumab (IO) with IM, and (ii) does the treatment strategy of IVO + IM for patients without minimal residual disease complete response (MRD- CR) or IVO + IM discontinuation for patients with MRD- CR have superior PFS compared with IO + IM. DESIGN: Conventional designs randomize patients to IO with IM or IVO with IM to address the first objective, or randomize patients to each treatment strategy to address the second objective. A sequential multiple assignment randomized trial (SMART) design and analysis is proposed to address both objectives. RESULTS: A SMART design strategy is appropriate when comparing adaptive interventions, which are defined by an individual's sequence of treatment decisions and guided by intermediate outcomes, such as response to therapy. A review of common applications of SMART design strategies is provided. Specific to the SMART design previously considered for Alliance study A041702, the general structure of the SMART is presented, an approach to sample size and power calculations when comparing adaptive interventions embedded in the SMART with a time-to-event end point is fully described, and analyses plans are outlined. CONCLUSION: SMART design strategies can be used in cancer clinical trials with adaptive interventions to identify optimal treatment strategies. Further, standard software exists to provide sample size, power calculations, and data analysis for a SMART design.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Randomized Controlled Trials as Topic , Research Design , Age Factors , Aged , Data Analysis , Disease Progression , Feasibility Studies , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/mortality , Progression-Free Survival , Sample Size
3.
J Vet Intern Med ; 30(1): 206-14, 2016.
Article in English | MEDLINE | ID: mdl-26520829

ABSTRACT

BACKGROUND: Acute intervertebral disk herniation (IVDH) is a common cause of spinal cord injury in dogs and currently there is no proven medical treatment to counter secondary injury effects. Use of methylprednisolone sodium succinate (MPSS) or polyethylene glycol (PEG) as neuroprotectants is advocated but controversial because neither treatment has been tested in placebo-controlled, randomized, blinded trials in dogs. HYPOTHESIS: Polyethylene glycol will improve the outcome of severe spinal cord injury caused by IVDH compared to MPSS or placebo. ANIMALS: Client-owned dogs with acute onset of thoracolumbar IVDH causing paralysis and loss of nociception for <24 hours. METHODS: Dogs were randomized to receive MPSS, PEG, or placebo; drugs appeared identical and group allocation was masked. Drug administration was initiated once the diagnosis of IVDH was confirmed and all dogs underwent hemilaminectomy. Neurologic function was assessed 2, 4, 8, and 12 weeks postoperatively using an open field gait score (OFS) as the primary outcome measure. Outcomes were compared by the Wilcoxon rank sum test. RESULTS: Sixty-three dogs were recruited and 47.6% recovered ambulation. 17.5% developed progressive myelomalacia but there was no association with group. There was no difference in OFS among groups. Although full study power was not reached, conditional power analyses indicated the futility of continued case recruitment. CONCLUSIONS: This clinical trial did not show a benefit of either MPSS or PEG in the treatment of acute, severe thoracolumbar IVDH when used as adjunctive medical treatment administered to dogs presenting within 24 hours of onset of paralysis.


Subject(s)
Anti-Inflammatory Agents/therapeutic use , Dog Diseases/drug therapy , Intervertebral Disc Displacement/veterinary , Methylprednisolone Hemisuccinate/therapeutic use , Polyethylene Glycols/therapeutic use , Animals , Anti-Inflammatory Agents/administration & dosage , Dogs , Female , Intervertebral Disc Displacement/drug therapy , Male , Methylprednisolone Hemisuccinate/administration & dosage , Nociception/drug effects , Polyethylene Glycols/administration & dosage
4.
J Vet Intern Med ; 24(4): 825-31, 2010.
Article in English | MEDLINE | ID: mdl-20492480

ABSTRACT

BACKGROUND: Controlled studies investigating risk factors for the common presenting problem of chronic cough in dogs are lacking. HYPOTHESIS/OBJECTIVES: To identify demographic and historical factors associated with chronic cough in dogs, and associations between the characteristics of cough and diagnosis. ANIMALS: Dogs were patients of an academic internal medicine referral service. Coughing dogs had a duration of cough>or=2 months (n=115). Control dogs had presenting problems other than cough (n=104). METHODS: Owners completed written questionnaires. Demographic information and diagnoses were obtained from medical records. Demographic and historical data were compared between coughing and control dogs. Demographic data and exposure to environmental tobacco smoke (ETS) also were compared with hospital accessions and adult smoking rates, respectively. Characteristics of cough were compared among diagnoses. RESULTS: Most coughing dogs had a diagnosis of large airway disease (n=88; 77%). Tracheobronchomalacia (TBM) was diagnosed in 59 dogs (51%), including 79% of toy breed dogs. Demographic risk factors included older age, smaller body weight, and being toy breed (P<.001). No association was found between coughing and month (P=.239) or season (P=.414) of presentation. Exposure to ETS was not confirmed to be a risk factor (P=.243). No historical description of cough was unique to a particular diagnosis. CONCLUSIONS AND CLINICAL IMPORTANCE: Associations with age, size, and toy breeds were strong. TBM is frequent in dogs with chronic cough, but descriptions of cough should be used cautiously in prioritizing differential diagnoses. The association between exposure to ETS and chronic cough deserves additional study.


Subject(s)
Air Pollution, Indoor/adverse effects , Cough/veterinary , Dog Diseases/chemically induced , Tobacco Smoke Pollution/adverse effects , Animals , Chronic Disease , Cough/chemically induced , Dog Diseases/diagnosis , Dogs , Female , Male , Risk Factors
5.
Math Comput Model ; 49(7-8): 1653-1663, 2009 Apr.
Article in English | MEDLINE | ID: mdl-20161307

ABSTRACT

We propose a model for HCMV infection in healthy and immunosuppressed patients. First, we present the biological model and formulate a system of ordinary differential equations to describe the pathogenesis of primary HCMV infection in immunocompetent and immunosuppressed individuals. We then investigate how clinical data can be applied to this model. Approximate parameter values for the model are derived from data available in the literature and from mathematical and physiological considerations. Simulations with the approximated parameter values demonstrates that the model is capable of describing primary, latent, and secondary (reactivated) HCMV infection. Reactivation simulations with this model provide a window into the dynamics of HCMV infection in (D-R+) transplant situations, where latently-infected recipients (R+) receive transplant tissue from HCMV-naive donors (D-).

6.
J Biol Dyn ; 2(4): 357-85, 2008 Oct.
Article in English | MEDLINE | ID: mdl-19495424

ABSTRACT

A system of ordinary differential equations is formulated to describe the pathogenesis of HIV infection, wherein certain features that have been shown to be important by recent experimental research are incorporated in the model. These include the role of CD4+ memory cells that serve as a major reservoir of latently infected cells, a critical role for T-helper cells in the generation of CD8 memory cells capable of efficient recall response, and stimulation by antigens other than HIV. A stability analysis illustrates the capability of this model in admitting multiple locally asymptotically stable (locally a.s.) off-treatment equilibria.We show that this more biologically detailed model can exhibit the phenomenon of transient viremia experienced by some patients on therapy with viral load levels suppressed below the detection limit. We also show that the loss of CD4+ T-cell help in the generation of CD8+ memory cells leads to larger peak values for the viral load during transient viremia. Censored clinical data is used to obtain parameter estimates. We demonstrate that using a reduced set of 16 free parameters, obtained by fixing some parameters at their population averages, the model provides reasonable fits to the patient data and, moreover, that it exhibits good predictive capability. We further show that parameter values obtained for most clinical patients do not admit multiple locally a.s off-treatment equilibria. This suggests that treatment to move from a high viral load equilibrium state to an equilibrium state with a lower (or zero) viral load is not possible for these patients.


Subject(s)
HIV Infections/immunology , HIV Infections/virology , HIV/immunology , Immunity/immunology , Models, Immunological , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/virology , HIV Antigens/immunology , HIV Infections/drug therapy , Humans , Reproducibility of Results , Viral Load/immunology , Viremia/immunology , Virus Activation/immunology
7.
Bull Math Biol ; 69(2): 563-84, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17211735

ABSTRACT

We consider longitudinal clinical data for HIV patients undergoing treatment interruptions. We use a nonlinear dynamical mathematical model in attempts to fit individual patient data. A statistically-based censored data method is combined with inverse problem techniques to estimate dynamic parameters. The predictive capabilities of this approach are demonstrated by comparing simulations based on estimation of parameters using only half of the longitudinal observations to the full longitudinal data sets.


Subject(s)
Antiretroviral Therapy, Highly Active/methods , Data Interpretation, Statistical , HIV Infections/drug therapy , HIV-1 , Models, Biological , CD4 Lymphocyte Count , Cohort Studies , Drug Administration Schedule , HIV Infections/immunology , Humans , Longitudinal Studies , Predictive Value of Tests , Viral Load
8.
Dev Biol (Basel) ; 107: 71-6, 2002.
Article in English | MEDLINE | ID: mdl-12079194

ABSTRACT

The constrained four parameter logistic model has found wide application in describing dose response relationships across many assay systems. This discussion examines the basic model and its practical application to potency testing in the context of the 96 well plate. A two step procedure is recommended for the analysis: (i) the constrained logistic model to generate potency estimates, (ii) a linear mixed-effects model to account for within-plate and between plate variability for producing the final combined estimate of potency. The method is outlined in a case study. Design issues related to possible location effects on the plate may be ameliorated by use of a Latin square design.


Subject(s)
Models, Statistical , Biological Assay/methods , Cells, Cultured , DNA Replication
9.
Biometrics ; 57(3): 795-802, 2001 Sep.
Article in English | MEDLINE | ID: mdl-11550930

ABSTRACT

Normality of random effects is a routine assumption for the linear mixed model, but it may be unrealistic, obscuring important features of among-individual variation. We relax this assumption by approximating the random effects density by the seminonparameteric (SNP) representation of Gallant and Nychka (1987, Econometrics 55, 363-390), which includes normality as a special case and provides flexibility in capturing a broad range of nonnormal behavior, controlled by a user-chosen tuning parameter. An advantage is that the marginal likelihood may be expressed in closed form, so inference may be carried out using standard optimization techniques. We demonstrate that standard information criteria may be used to choose the tuning parameter and detect departures from normality, and we illustrate the approach via simulation and using longitudinal data from the Framingham study.


Subject(s)
Biometry , Linear Models , Longitudinal Studies , Cholesterol/blood , Data Interpretation, Statistical , Humans , Likelihood Functions
10.
Biometrics ; 57(1): 266-72, 2001 Mar.
Article in English | MEDLINE | ID: mdl-11252609

ABSTRACT

Hierarchical models encompass two sources of variation, namely within and among individuals in the population; thus, it is important to identify outliers that may arise at each sampling level. A two-stage approach to analyzing nonlinear repeated measurements naturally allows parametric modeling of the respective variance structure for the intraindividual random errors and interindividual random effects. We propose a robust two-stage procedure based on Huber's (1981, Robust Statistics) theory of M-estimation to accommodate separately aberrant responses within an experimental unit and subjects deviating from the study population when the usual assumptions of normality are violated. A toxicology study of chronic ozone exposure in rats illustrates the impact of outliers on the population inference and hence the advantage of adopting the robust methodology. The robust weights generated by the two-stage M-estimation process also serve as diagnostics for gauging the relative influence of outliers at each level of the hierarchical model. A practical appeal of our proposal is the computational simplicity since the estimation algorithm may be implemented using standard statistical software with a nonlinear least squares routine and iterative capability.


Subject(s)
Biometry , Nonlinear Dynamics , Air Pollutants/toxicity , Algorithms , Animals , Least-Squares Analysis , Ozone/toxicity , Rats , Respiratory System/drug effects , Serotonin/pharmacology
11.
J Infect Dis ; 182(1): 28-35, 2000 Jul.
Article in English | MEDLINE | ID: mdl-10882578

ABSTRACT

Many studies have shown that patients infected with hepatitis C virus (HCV) of genotype 2 have better response to interferon (IFN)-alpha treatment than genotype 1 patients; however, the mechanisms responsible for this difference are not understood. In this study, viral dynamics during high-dose IFN induction treatment were compared between the genotypes. Patients in each group received 10 MU of IFN-alpha2b for 14 days, and HCV RNA levels were frequently determined. Nonlinear fitting, both individually for each patient and using a mixed-effects approach, of the viral kinetic data to a mathematical model of the IFN effect on HCV infection was performed. The antiviral effectiveness of IFN in blocking virus production, the free virion clearance rate, and the HCV-infected cell death rate were all significantly higher for genotype 2 patients than for genotype 1 patients. Thus, the better response rate of patients infected with HCV genotype 2 is multifactorial. This is the first finding of a difference in viral dynamics between subtypes of the same virus and demonstrates the importance of subtype-specific virus-host-drug interactions.


Subject(s)
Hepacivirus/physiology , Hepatitis C/virology , Antiviral Agents/therapeutic use , Apoptosis , Female , Genotype , Hepacivirus/genetics , Hepatitis C/drug therapy , Hepatitis C/immunology , Hepatitis C/pathology , Humans , Interferon-alpha/therapeutic use , Male , Metabolic Clearance Rate , Middle Aged , Models, Theoretical , RNA, Viral/metabolism
12.
Biometrics ; 56(2): 368-75, 2000 Jun.
Article in English | MEDLINE | ID: mdl-10877291

ABSTRACT

The nonlinear mixed effects model is used to represent data in pharmacokinetics, viral dynamics, and other areas where an objective is to elucidate associations among individual-specific model parameters and covariates; however, covariates may be measured with error. For additive measurement error, we show substitution of mismeasured covariates for true covariates may lead to biased estimators for fixed effects and random effects covariance parameters, while regression calibration may eliminate bias in fixed effects but fail to correct that in covariance parameters. We develop methods to take account of measurement error that correct this bias and may be implemented with standard software, and we demonstrate their utility via simulation and application to data from a study of HIV dynamics.


Subject(s)
Biometry/methods , Pharmacokinetics , Virus Physiological Phenomena , Calibration , Models, Statistical , Regression Analysis
13.
Biometrics ; 56(1): 65-72, 2000 Mar.
Article in English | MEDLINE | ID: mdl-10783778

ABSTRACT

A routine practice in the analysis of repeated measurement data is to represent individual responses by a mixed effects model on some transformed scale. For example, for pharmacokinetic, growth, and other data, both the response and the regression model are typically transformed to achieve approximate within-individual normality and constant variance on the new scale; however, the choice of transformation is often made subjectively or by default, with adoption of a standard choice such as the log. We propose a mixed effects framework based on the transform-both-sides model, where the transformation is represented by a monotone parametric function and is estimated from the data. For this model, we describe a practical fitting strategy based on approximation of the marginal likelihood. Inference is complicated by the fact that estimation of the transformation requires modification of the usual standard errors for estimators of fixed effects; however, we show that, under conditions relevant to common applications, this complication is asymptotically negligible, allowing straightforward implementation via standard software.


Subject(s)
Biometry/methods , Nonlinear Dynamics , Arginine/analogs & derivatives , Data Interpretation, Statistical , Humans , Infant, Newborn , Infant, Premature , Likelihood Functions , Monte Carlo Method , Phenobarbital/pharmacokinetics , Pipecolic Acids/pharmacokinetics , Sulfonamides
14.
J Vasc Interv Radiol ; 11(3): 289-94, 2000 Mar.
Article in English | MEDLINE | ID: mdl-10735421

ABSTRACT

PURPOSE: To assess the feasibility and efficacy of reteplase in transcatheter arterial thrombolysis for lower extremity occlusive disease. MATERIALS AND METHODS: Fifteen consecutive patients with acute lower extremity ischemia due to occlusive disease were treated by means of catheter-directed thrombolysis with reteplase. Following diagnostic angiography, thrombolysis was started either from an antegrade puncture site in cases of femoropopliteal occlusions, or from the contralateral groin in cases of thrombosis of the iliac artery, common femoral artery, or infrainguinal bypass grafts. Reteplase was infused at a rate of either 0.5 U/h (six patients) or 1.0 U/h (nine patients). RESULTS: Complete thrombolysis was achieved in all of the nine (100%) patients in the 1.0 U/h group and in four of six (66%) patients in the 0.5 U/h group for a combined success rate of 13 of 15 (87%). Clinical success was achieved in 11 of 15 patients overall (73%). Major bleeding complications occurred in none of the 9 patients in the 1.0 U/h group and in one (16%) of the six patients in the 0.5 U/h group for an overall rate of 6%. CONCLUSIONS: Reteplase shows promise as an alternative to urokinase in the treatment of lower extremity ischemia due to arterial occlusive disease.


Subject(s)
Arterial Occlusive Diseases/drug therapy , Femoral Artery , Fibrinolytic Agents/therapeutic use , Iliac Artery , Leg/blood supply , Thrombolytic Therapy/methods , Tissue Plasminogen Activator/therapeutic use , Acute Disease , Adult , Aged , Aged, 80 and over , Angiography , Arterial Occlusive Diseases/complications , Arterial Occlusive Diseases/diagnostic imaging , Catheterization, Peripheral , Feasibility Studies , Female , Fibrinolytic Agents/administration & dosage , Humans , Infusions, Intravenous , Ischemia/diagnostic imaging , Ischemia/drug therapy , Ischemia/etiology , Male , Middle Aged , Recombinant Proteins/administration & dosage , Recombinant Proteins/therapeutic use , Tissue Plasminogen Activator/administration & dosage , Treatment Outcome
15.
AIDS Res Hum Retroviruses ; 15(13): 1219-28, 1999 Sep 01.
Article in English | MEDLINE | ID: mdl-10480635

ABSTRACT

HIV-1-specific cytotoxic T cell (CTL) activity has been suggested to correlate with protection from progression to AIDS. We have examined the relationship between HIV-specific CTL activity and maintenance of peripheral blood CD4+ T lymphocyte counts and control of viral load in 17 long-term survivors (LTSs) of HIV-1 infection. Longitudinal analysis indicated that the LTS cohort demonstrated a decreased rate of CD4+ T cell loss (18 cells/mm3/year) compared with typical normal progressors (approximately 60 cells/mm3/year). The majority of the LTSs had detectable, variable, and in some individuals, quite high (>10(4) RNA copies/ml) plasma viral load during the study period. In a cross-sectional analysis, HIV-specific CTL activity to HIV Gag, Pol, and Env proteins was detectable in all 17 LTSs. Simultaneous analysis of HIV-1 Gag-Pol, and Env-specific CTLs and virus load in protease inhibitor-naive individuals showed a significant inverse correlation between Pol-specific CTL activity and plasma HIV-1 RNA levels (p = 0.001). Furthermore, using a mixed linear effects model the combined effects of HIV-1 Pol- and Env-specific CTL activity on the viral load were significantly stronger than the effects of HIV-1 Pol-specific CTL activity alone on predicted virus load. These data suggest that the presence of HIV-1-specific CTL activity in HIV-1-infected long-term survivors is an important component in the effective control of HIV-1 replication.


Subject(s)
HIV Infections/immunology , HIV Long-Term Survivors , HIV-1/immunology , T-Lymphocytes, Cytotoxic/immunology , CD4 Lymphocyte Count , CD4-Positive T-Lymphocytes/immunology , Cross-Sectional Studies , Cytotoxicity Tests, Immunologic , Gene Products, pol/genetics , Gene Products, pol/metabolism , HIV Infections/virology , HIV-1/physiology , Histocompatibility Antigens Class I/classification , Histocompatibility Antigens Class I/genetics , Histocompatibility Antigens Class I/immunology , Humans , Longitudinal Studies , Male , Receptors, CCR5/genetics , Viral Load
16.
Anal Quant Cytol Histol ; 20(6): 470-6, 1998 Dec.
Article in English | MEDLINE | ID: mdl-9870098

ABSTRACT

OBJECTIVE: To describe the laser scanning cytometry (LSC) processing and analysis developed for the quantitative analysis of estrogen receptor (ER) content in routine paraffin sections of breast carcinomas. STUDY DESIGN: Histologic sections of archival, paraffin-embedded tissues from 30 breast carcinomas were labeled for ER with fluoresceinated monoclonal antibody. ER expression was quantified by LSC and expressed as percent positive tumor cells and as histogram distributions of receptor expression per cell. Duplicate sections of the same tumors were stained for ER by a conventional immunoperoxidase reaction and percent positive tumor cells counted visually. RESULTS: Percent ER-positive tumor cells by LSC of immunofluorescence-stained sections correlated well with conventional (visual) counts of immunoperoxidase-stained duplicate sections when the latter were categorized as low, intermediate or high percent of positive cells. In addition, the marked variation in relative number of ER binding sites per cell could be quantified by LSC and displayed in histogram distribution. CONCLUSION: LSC measurements are fast and objective and can be carried out on sections of paraffin-embedded tissue after routine processing in the pathology laboratory. In addition, LSC data provide the relative number of ER binding sites per unit of DNA; that may reveal clinically significant skewed distributions or subpopulations of tumor cells.


Subject(s)
Breast Neoplasms/chemistry , Image Cytometry/methods , Receptors, Estrogen/analysis , Breast Neoplasms/ultrastructure , Female , Fluorescence , Humans , Immunoenzyme Techniques , Immunohistochemistry , Lasers , Receptors, Estrogen/immunology
18.
Biometrics ; 54(1): 19-32, 1998 Mar.
Article in English | MEDLINE | ID: mdl-9544505

ABSTRACT

A common practice in immunoassay is the use of sequential dilutions of an initial stock solution of the antigen of interest to obtain standard samples in a desired concentration range. Nonlinear, heteroscedastic regression models are a common framework for analysis, and the usual methods for fitting the model assume that measured responses on the standards are independent. However, the dilution procedure introduces a propagation of random measurement error that may invalidate this assumption. We demonstrate that failure to account for serial dilution error in calibration inference on unknown samples leads to serious inaccuracy of assessments of assay precision such as confidence intervals and precision profiles. Techniques for taking serial dilution error into account based on data from multiple assay runs are discussed and are shown to yield valid calibration inferences.


Subject(s)
Immunoassay/standards , Algorithms , Allergens/analysis , Animals , Antigens, Dermatophagoides , Asthma/etiology , Biometry , Child , Dust/adverse effects , Dust/analysis , Enzyme-Linked Immunosorbent Assay/standards , Enzyme-Linked Immunosorbent Assay/statistics & numerical data , Glycoproteins/analysis , Glycoproteins/immunology , Humans , Immunoassay/statistics & numerical data , Mites/immunology , Models, Statistical , Monte Carlo Method , Radioimmunoassay/standards , Radioimmunoassay/statistics & numerical data , Reference Standards
19.
Biometrics ; 54(4): 1407-19, 1998 Dec.
Article in English | MEDLINE | ID: mdl-9883541

ABSTRACT

The Cox proportional hazards model is commonly used to model survival data as a function of covariates. Because of the measuring mechanism or the nature of the environment, covariates are often measured with error and are not directly observable. A naive approach is to use the observed values of the covariates in the Cox model, which usually produces biased estimates of the true association of interest. An alternative strategy is to take into account the error in measurement, which may be carried out for the Cox model in a number of ways. We examine several such approaches and compare and contrast them through several simulation studies. We introduce a likelihood-based approach, which we refer to as the semiparametric method, and show that this method is an appealing alternative. The methods are applied to analyze the relationship between survival and CD4 count in patients with AIDS.


Subject(s)
Biometry/methods , Proportional Hazards Models , Acquired Immunodeficiency Syndrome/drug therapy , Acquired Immunodeficiency Syndrome/immunology , Acquired Immunodeficiency Syndrome/mortality , Anti-HIV Agents/therapeutic use , CD4 Lymphocyte Count , Humans , Likelihood Functions , Monte Carlo Method , Survival Analysis
20.
Stat Med ; 16(15): 1765-76, 1997 Aug 15.
Article in English | MEDLINE | ID: mdl-9265699

ABSTRACT

A common assumption in the analysis of immunoassay data is a similar pattern of within-run variation across runs of the assays. One makes this assumption without formal investigation of its validity, despite the widely acknowledged fact that accurate understanding of intra-run variation is critical to reliable calibration inference. We propose a simple procedure for a formal test of the assumption of the homogeneity of parameters that characterize intra-run variation based on representation of standard curve data from multiple assay runs by a non-linear mixed effects model. We examine the performance of the procedure and investigate the robustness of calibration inference to incorrect assumptions about the pattern of intra-run variation.


Subject(s)
Immunoassay/standards , Models, Statistical , Calibration , Confidence Intervals , Deoxyribonucleases/analysis , Enzyme-Linked Immunosorbent Assay/standards , Least-Squares Analysis , Monte Carlo Method , Nonlinear Dynamics , Random Allocation , Reproducibility of Results , Sample Size
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