Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Sara Grusing is active.

Publication


Featured researches published by Sara Grusing.


Annals of Internal Medicine | 2017

Systemic Pharmacologic Therapies for Low Back Pain: A Systematic Review for an American College of Physicians Clinical Practice Guideline.

Roger Chou; Richard A. Deyo; Janna Friedly; Andrea Skelly; Melissa Weimer; Rochelle Fu; Tracy Dana; Paul Kraegel; Jessica Griffin; Sara Grusing

Low back pain is one of the most frequently encountered conditions in clinical practice (1, 2). The most commonly prescribed medications for low back pain are nonsteroidal anti-inflammatory drugs (NSAIDs), skeletal muscle relaxants, antidepressants, and opioids (35); benzodiazepines, systemic corticosteroids, and antiseizure medications are also prescribed (3). Patients often use over-the-counter acetaminophen and NSAIDs. A 2007 guideline (6) and associated systematic review (7) from the American College of Physicians (ACP) and American Pain Society (APS) found evidence to support the use of acetaminophen and NSAIDs as first-line pharmacologic options for low back pain; secondary options were skeletal muscle relaxants, benzodiazepines, and antidepressants. New evidence and medications are now available. Here, we review the current evidence on benefits and harms of medications for low back pain. This article has been used by ACP to update a clinical practice guideline, also in this issue. Methods Detailed methods and data for our review, including the analytic framework, additional medications (topical capsaicin and lidocaine), nonpharmacologic therapies (addressed in a separate article) (8), search strategies, inclusion criteria, data extraction and quality-rating methods, and additional outcomes (for example, quality of life, global improvement, and patient satisfaction), are available in the full report (9). The protocol was developed by using a standardized process (10) with input from experts and the public and is registered in the PROSPERO database (11). This article addresses the key question, what are the comparative benefits and harms of different systemic pharmacologic therapies for acute or chronic nonradicular low back pain, radicular low back pain, or spinal stenosis? Data Sources and Searches A research librarian searched Ovid MEDLINE (January 2007 through April 2015), the Cochrane Central Register of Controlled Trials, and the Cochrane Database of Systematic Reviews (through April 2015). We used the prior ACP/APS review (12) to identify earlier studies. Updated searches were performed through November 2016. We also reviewed reference lists and searched ClinicalTrials.gov. Study Selection Two investigators independently reviewed abstracts and full-text articles against prespecified eligibility criteria. The population was adults with nonradicular or radicular low back pain of any duration (categorized as acute [<4 weeks], subacute [4 to 12 weeks], and chronic [12 weeks]). Excluded conditions were low back pain due to cancer, infection, inflammatory arthropathy, high-velocity trauma, or fracture; low back pain during pregnancy; and presence of severe or progressive neurologic deficits. We evaluated acetaminophen, NSAIDs, opioids, tramadol and tapentadol, antidepressants, skeletal muscle relaxants, benzodiazepines, corticosteroids, and antiseizure medications versus placebo, no treatment, or other therapies. We also evaluated the combination of 2 medications versus 1 medication alone. Outcomes were long-term (1 year) or short-term (6 months) pain or function, mood (for antidepressants), risk for surgery (for corticosteroids), and harms. Given the large number of medications addressed, we included systematic reviews of randomized trials (13, 14). For each medication, we selected the most recent, most relevant, and highest-quality comprehensive systematic review based on a validated assessment tool (14, 15). If more than 1 good-quality systematic review was available, we preferentially selected updates of those used in the ACP/APS review. We supplemented systematic reviews with additional trials. Although we did not include systematic reviews identified in update searches, we checked reference lists for additional studies. We excluded nonEnglish-language articles and abstract-only publications. Data Extraction and Quality Assessment One investigator extracted study data, and a second verified accuracy. For systematic reviews, we abstracted details about inclusion criteria, search strategy, databases searched, search dates, number and characteristics of included studies, quality assessment methods and ratings, synthesis methods, and results. For randomized trials, we abstracted details about the setting, sample size, eligibility criteria, population characteristics, treatment characteristics, results, and funding source. Two investigators independently assessed the quality of each study as good, fair, or poor using criteria developed by the U.S. Preventive Services Task Force (for randomized trials) (16) and AMSTAR (A Measurement Tool to Assess Systematic Reviews) (14). For primary studies included in systematic reviews, we used both the quality ratings and the overall grade (for example, good, fair, or poor, or high or low) as determined in the reviews. We classified the magnitude of effects as small/slight, moderate, or large/substantial based on the definitions in the ACP/APS review (Table 1) (6, 17). We also reported risk estimates based on the proportion of patients achieving successful pain or function outcomes (for example, >30% or >50% improvement). Table 1. Definitions for Magnitude of Effects, Based on Mean Between-Group Differences Data Synthesis and Analysis We synthesized data qualitatively for each medication, stratified according to the duration of symptoms (acute, subacute, or chronic) and presence or absence of radicular symptoms. We reported meta-analysis results from systematic reviews. When statistical heterogeneity was present, we examined the degree of inconsistency and evaluated subgroup and sensitivity analyses. We did not conduct an updated meta-analysis; rather, we qualitatively examined whether results of new studies were consistent with pooled or qualitative findings from prior systematic reviews. Qualitative assessments were based on whether the findings from the new studies were in the same direction as the prior systematic reviews and whether the magnitude of effects was similar; when prior meta-analyses were available, we analyzed whether the estimates and CIs from new studies were encompassed in the CIs from pooled estimates. We assessed the strength of evidence (SOE) for each body of evidence as high, moderate, low, or insufficient based on aggregate study quality, precision, consistency, and directness (18). Role of the Funding Source The Agency for Healthcare Research and Quality (AHRQ) of the U.S. Department of Health and Human Services funded this review. AHRQ staff assisted in developing the scope and key questions. The AHRQ had no role in study selection, quality assessment, or synthesis. Results Literature Search The search and selection of articles are summarized in the Figure. Database searches found 2847 potentially relevant articles. After dual review of abstracts and titles, we selected 746 articles for full-text dual review; 46 publications met inclusion criteria. Quality ratings are summarized in Supplement Tables 1 and 2. Supplement. Data Supplement. Figure. Summary of evidence search and selection. ACP = American College of Physicians; AHRQ = Agency for Healthcare Research and Quality; APS = American Pain Society; NSAID = nonsteroidal anti-inflammatory drug; RCT = randomized, controlled trial; SR = systematic review. * Cochrane databases include the Cochrane Central Register of Controlled Trials and the Cochrane Database of Systematic Reviews. Other sources include prior reports, reference lists of relevant articles, and systematic reviews. Publications may be included or excluded for multiple reasons. Acetaminophen Ten trials evaluated acetaminophen; 9 of these (sample sizes, 39 to 456) were included in the ACP/APS review (19). We identified 1 additional large (n= 1643), good-quality, placebo-controlled trial (20). Six trials compared acetaminophen with NSAIDs and were included in a systematic review of NSAIDs (Supplement Table 3) (21, 22). Along with the new trial, 3 others (2325) were rated good- or high-quality. For acute low back pain, 1 new trial found no differences between 4 weeks or less of scheduled or as-needed acetaminophen (about 4 g/d) and placebo in pain (differences, 0.20 point on a 0- to 10-point scale), function (differences, 0.60 point on the 0- to 24-point RolandMorris Disability Questionnaire [RDQ]), or risk for serious adverse events (about 1% in each group) after 12 weeks (Supplement Table 4) (20). One trial of acetaminophen versus no treatment included in the ACP/APS review (26) also found no differences. We found no difference between acetaminophen and NSAIDs in pain intensity (standardized mean difference [SMD], 0.21 [95% CI, 0.02 to 0.43]) at 3 weeks or less based on 3 low-quality trials, although estimates favored NSAIDs (22). Acetaminophen had a lower risk for adverse events than NSAIDs (relative risk [RR], 0.57 [CI, 0.36 to 0.89]). Evidence was insufficient to determine the effects of acetaminophen versus various nonpharmacologic therapies (24, 27, 28) or amitriptyline (25); each comparison was evaluated in 1 trial with methodological shortcomings. No study evaluated acetaminophen for chronic or radicular low back pain. NSAIDs Seventy trials evaluated NSAIDs; 57 were in the ACP/APS review. Sixty-five trials (total n= 11237; sample sizes, 20 to 690), 28 of which were high-quality, were included in a systematic review (Supplement Table 3) (22). We identified 5 additional trials (n= 54 to 525) (Supplement Table 5) (2933). One trial was rated good-quality (31), and 4 were rated fair-quality (29, 30). For acute back pain, 1 systematic review (22) found that NSAIDs were associated with greater mean improvements in pain intensity than placebo (4 trials: weighted mean difference, 8.39 points on a 0- to 100-point scale [CI, 12.68 to 4.10 points]; chi-square test, 3.47 points; P> 0.10) (3437). One additional trial (n= 171) reported consistent findings (29). Three trials in this review found no differences between an NSAID and placeb


Annals of Internal Medicine | 2015

Urinary biomarkers for diagnosis of bladder cancer: A systematic review and meta-analysis

Roger Chou; John L. Gore; David I Buckley; Rongwei Fu; Katie Gustafson; Jessica Griffin; Sara Grusing; Shelley Selph

Bladder cancer is the fourth most commonly diagnosed cancer in U.S. men and the 10th most commonly diagnosed cancer in U.S. women (1). Standard methods for diagnosis of bladder cancer involve cytologic evaluation of urine, imaging tests, and cystoscopy (2, 3). Because cystoscopy is uncomfortable and costly, alternative diagnostic methods have been sought. Urine-based biomarkers have been developed as potential alternatives or adjuncts to standard tests for the initial diagnosis of bladder cancer or identification of recurrent disease (4). Six urinary biomarkers have been approved by the U.S. Food and Drug Administration (FDA) for diagnosis or surveillance of bladder cancer: quantitative nuclear matrix protein 22 (NMP22) (Alere NMP22 [Alere]), qualitative NMP22 (BladderChek [Alere]), qualitative bladder tumor antigen (BTA) (BTA stat [Polymedco]), quantitative BTA (BTA TRAK [Polymedco]), fluorescence in situ hybridization (FISH) (UroVysion [Abbott Molecular]), and fluorescent immunohistochemistry (ImmunoCyt [Scimedx]). The qualitative NMP22 and BTA tests can be performed as point-of-care tests, and the others are performed in a laboratory. One additional test, Cxbladder (Pacific Edge Diagnostics USA), is a laboratory-developed test that does not require FDA approval. Other biomarkers have been developed but are not FDA-approved. The purpose of this study was to systematically review the evidence on the comparative accuracy of urinary biomarkers for diagnosis of bladder cancer. It was done as part of a larger review (5) on the evaluation and treatment of nonmuscle-invasive bladder cancer that was nominated to the Agency for Healthcare Research and Quality (AHRQ) by the American Urological Association for use in updating its guidelines. Methods Detailed methods and data for this review, including the analytic framework, key questions, search strategies, inclusion criteria, study data extraction, and quality ratings, are available in the full report (5). The protocol was developed using a standardized process (6) with input from experts and the public and is registered in the PROSPERO database (7). This article focuses on the accuracy of urinary biomarkers for initial diagnosis of bladder cancer or for diagnosis of recurrent disease, including any variance in diagnostic accuracy based on tumor characteristics, patient characteristics, or the nature of presenting signs or symptoms. Data Sources and Searches A research librarian searched multiple electronic databases, including Ovid MEDLINE (January 1990 through June 2015), the Cochrane Central Register of Controlled Trials, and the Cochrane Database of Systematic Reviews (through June 2015). We also reviewed reference lists and searched ClinicalTrials.gov. Study Selection Two investigators independently reviewed abstracts and full-text articles against prespecified eligibility criteria. We included cross-sectional and cohort studies on the diagnostic accuracy of urinary biomarkers in adults who had signs or symptoms of bladder cancer or were undergoing surveillance for recurrent disease after treatment. We focused on urinary biomarkers approved by the FDA for the diagnosis of bladder cancer (quantitative or qualitative NMP22, qualitative or quantitative BTA, FISH, and ImmunoCyt) or classified by the FDA as a laboratory-developed test (Cxbladder). We excluded studies that used a casecontrol design; studies that did not evaluate the diagnostic accuracy of biomarkers against standard diagnostic methods (cystoscopy and histopathology); and studies on the accuracy of biomarkers for screening in assessing prognosis, guiding therapy, or monitoring response to treatment. Data Extraction and Quality Assessment One investigator extracted details about the setting, tests evaluated, definition of a positive test result, study design, reference standard, inclusion criteria, population characteristics, proportion found to have bladder cancer, bladder cancer stage and grade, results, and funding sources. We constructed 22 tables with the number of true-positive, false-positive, true-negative, and false-negative results from published sample sizes, prevalence, sensitivity, and specificity. A second investigator verified extractions for accuracy. Two investigators independently assessed the risk of bias for each study as low, moderate, or high using criteria adapted from QUADAS-2 (Quality Assessment of Diagnostic Accuracy Studies 2) (8). Discrepancies were resolved through discussion and consensus. Data Synthesis and Analysis We performed meta-analyses for sensitivity and specificity using a bivariate logistic mixed-effects model (9) with SAS, version 10.0 (SAS Institute) (10). We assumed random effects with a bivariate normal distribution and measured statistical heterogeneity with the random-effects variance (2). When few studies were available for an analysis, we used the moment estimates of correlation between sensitivity and specificity in the bivariate model. We calculated positive and negative likelihood ratios (LRs) using the summarized sensitivity and specificity (11, 12). Because studies of a particular biomarker generally used the same definition for a positive test result, we did not plot summary receiver-operating characteristic curves (13). For head-to-head comparisons, we used the same bivariate logistic mixed-effects model, with an added indicator variable for the tests. We conducted analyses for each biomarker by using data from all patients and data stratified according to whether testing was performed for initial diagnosis (evaluation of symptoms) or diagnosis of recurrence (surveillance). We also performed analyses stratified by study design features (such as retrospective or prospective or use of a prespecified threshold to define a positive test result), risk of bias (overall and whether the study performed blinding to the results of the index test), the country in which the study was conducted, and tumor grade and stage (14). We assessed the strength of evidence (SOE) for each body of evidence as high, moderate, low, or insufficient based on aggregate study quality, precision, consistency, and directness. Role of the Funding Source This project was funded under contract HHSA290201200014I from the AHRQ, U.S. Department of Health and Human Services. AHRQ staff assisted in developing the scope and key questions. The AHRQ had no role in study selection, quality assessment, or synthesis. Results The literature flow diagram (Figure 1) summarizes the search and selection of articles. Database searches resulted in 4358 potentially relevant articles. After dual review of abstracts and titles, we selected 262 articles for full-text dual review and determined that 57 studies (in 60 publications) met our inclusion criteria (Appendix Table 1) (15-74). Nineteen studies evaluated quantitative NMP22, 4 evaluated qualitative NMP22, 23 evaluated qualitative BTA, 4 evaluated quantitative BTA, 10 evaluated FISH, 13 evaluated ImmunoCyt, and 1 evaluated Cxbladder. Sample sizes ranged from 26 to 3916, mean age ranged from 54 to 77 years, the proportion of male patients ranged from 57% to 88%, and the proportion diagnosed with bladder cancer ranged from 3% to 81%. Eight studies focused on diagnostic testing for signs and symptoms suggestive of bladder cancer, 16 focused on surveillance of previously treated bladder cancer, and 19 evaluated mixed populations. Forty-three studies were conducted in the United States or Europe. We rated 2 studies as having low risk of bias (20, 21), 3 as having high risk of bias (25, 62, 68), and the remainder as having medium risk of bias. Frequent methodological shortcomings were failure to report blinded interpretation of the reference standard, failure to report enrollment of a random or consecutive sample of patients, or failure to report predefined criteria for a positive test result. Figure 1. Summary of evidence search and selection. * Cochrane Central Register of Controlled Trials and Cochrane Database of Systematic Reviews. Includes prior reports, reference lists of relevant articles, and systematic reviews. Appendix Table 1. Biomarker Study Characteristics Appendix Table 1 Continued Appendix Table 1 Continued Appendix Table 1 Continued Quantitative NMP22 Sensitivity of quantitative NMP22 was 0.69 (95% CI, 0.62 to 0.75), and specificity was 0.77 (CI, 0.70 to 0.83) (19 studies), for a positive LR of 3.05 (CI, 2.28 to 4.10) and a negative LR of 0.40 (CI, 0.32 to 0.50) (Appendix Figure 1). Exclusion of 2 studies that used a cutoff other than >10 U/mL for a positive test result (18, 37) resulted in similar sensitivity and specificity. Diagnostic accuracy was similar for evaluation of symptoms and for surveillance. Excluding 1 study with high risk of bias (68) and restricting the analysis to prospective studies, those conducted in the United States or Europe, or those that used a prespecified threshold for a positive test result had little effect on pooled estimates. Restricting the analysis to 3 studies with blinded reference standard interpretation resulted in higher specificity (0.89 [CI, 0.78 to 0.95]) (15, 42, 58). Appendix Figure 1. Sensitivity and specificity of quantitative NMP22. NMP22 = nuclear matrix protein 22; TN = true-negative; TP = true-positive. Qualitative NMP22 Sensitivity of qualitative NMP22 was 0.58 (CI, 0.39 to 0.75), and specificity was 0.88 (CI, 0.78 to 0.94) (4 studies), for a positive LR of 4.89 (CI, 3.23 to 7.40) and a negative LR of 0.48 (CI, 0.33 to 0.71) (Appendix Figure 2) (20, 21, 23, 37). Restricting the analysis to 2 studies with low risk of bias resulted in similar estimates (sensitivity, 0.53 [CI, 0.29 to 0.75]; specificity, 0.87 [CI, 0.74 to 0.94]) (20, 21). Subgroup and sensitivity analyses were limited by small numbers of studies. Appendix Figure 2. Sensitivity and specificity of qualitative NMP22. NMP22 = nuclear matrix protein 22; TN = true-negative; TP = true-positive. Qualitative BTA Sensitivity of qualit


The Journal of Urology | 2017

Intravesical Therapy for the Treatment of Nonmuscle Invasive Bladder Cancer: A Systematic Review and Meta-Analysis

Roger Chou; Shelley Selph; David I Buckley; Rongwei Fu; Jessica Griffin; Sara Grusing; John L. Gore

Purpose: We systematically review the benefits and harms of intravesical therapies for nonmuscle invasive bladder cancer. Materials and Methods: Systematic literature searches were performed of Ovid MEDLINE (January 1990 through February 2016), the Cochrane databases and reference lists. Randomized and quasi‐randomized trials of intravesical bacillus Calmette‐Guérin, mitomycin C, gemcitabine, thiotepa, valrubicin, doxorubicin, epirubicin and interferon vs transurethral bladder tumor resection alone, and head‐to‐head trials of intravesical therapies were selected. Data were pooled using a random effects model. Results: Overall 39 trials evaluated adjuvant intravesical therapy vs transurethral bladder tumor resection alone. Bacillus Calmette‐Guérin was associated with a decreased risk of bladder cancer recurrence (3 trials, RR 0.56, 95% CI 0.43–0.71) and progression (4 trials, RR 0.39, 95% CI 0.24–0.64) (strength of evidence low). Mitomycin C, doxorubicin, epirubicin and thiotepa were also associated with a decreased risk of recurrence, with no difference in risk of progression (strength of evidence low). There were 55 trials that compared one intravesical therapy agent against another. There were no differences between bacillus Calmette‐Guérin vs mitomycin C in recurrence risk (RR 0.95, 95% CI 0.81–1.11), but bacillus Calmette‐Guérin was associated with a decreased risk of recurrence in the subgroup of trials of maintenance regimens (RR 0.79, 95% CI 0.71–0.87, strength of evidence low). Bacillus Calmette‐Guérin was associated with a lower recurrence risk vs doxorubicin, epirubicin, interferon alpha‐2a, bacillus Calmette‐Guérin plus interferon alpha‐2b, and thiotepa (strength of evidence low to moderate). Bacillus Calmette‐Guérin was associated with higher rates of local and systemic adverse events than other intravesical agents (strength of evidence low). Head‐to‐head trials showed no clear differences between standard and lower doses of bacillus Calmette‐Guérin in recurrence, progression or mortality risk (strength of evidence low). Limited evidence suggested that bacillus Calmette‐Guérin maintenance regimens are associated with reduced recurrence risk vs no further intravesical therapy in responders to induction therapy (strength of evidence low). Conclusions: For nonmuscle invasive bladder cancer several intravesical therapies are associated with a decreased risk of recurrence vs transurethral bladder tumor resection alone. Bacillus Calmette‐Guérin is the only agent associated with a decreased progression risk vs transurethral bladder tumor resection alone, but may be associated with a higher risk of adverse events than other intravesical therapies, indicating trade‐offs between potential benefits and harms.


Cancer | 2016

Treatment of muscle‐invasive bladder cancer: A systematic review

Roger Chou; Shelley Selph; David I Buckley; Katie Gustafson; Jessica Griffin; Sara Grusing; John L. Gore

There is uncertainty regarding the use of bladder‐sparing alternatives to standard radical cystectomy, optimal lymph node dissection techniques, and optimal chemotherapeutic regimens. This study was conducted to systematically review the benefits and harms of bladder‐sparing therapies, lymph node dissection, and systemic chemotherapy for patients with clinically localized muscle‐invasive bladder cancer. Systematic literature searches of MEDLINE (from 1990 through October 2014), the Cochrane databases, reference lists, and the ClinicalTrials.gov Web site were performed. A total of 41 articles were selected for review. Bladder‐sparing therapies were found to be associated with worse survival compared with radical cystectomy, although the studies had serious methodological shortcomings, findings were inconsistent, and only a few studies evaluated currently recommended techniques. More extensive lymph node dissection might be more effective than less extensive dissection at improving survival and decreasing local disease recurrence, but there were methodological shortcomings and some inconsistency. Six randomized trials found cisplatin‐based combination neoadjuvant chemotherapy to be associated with a decreased mortality risk versus cystectomy alone. Four randomized trials found adjuvant chemotherapy to be associated with decreased mortality versus cystectomy alone, but none of these trials reported a statistically significant effect. There was insufficient evidence to determine optimal chemotherapeutic regimens. Cancer 2016;122:842–51.


JAMA | 2016

Screening for Impaired Visual Acuity in Older Adults: Updated Evidence Report and Systematic Review for the US Preventive Services Task Force

Roger Chou; Tracy Dana; Christina Bougatsos; Sara Grusing; Ian Blazina

IMPORTANCE Impaired visual acuity is common among older adults and can adversely affect function and quality of life. OBJECTIVE To update a 2009 systematic review on screening for impaired visual acuity among older adults for the US Preventive Services Task Force (USPSTF). DATA SOURCES Ovid MEDLINE (2008 to January 2016), Cochrane Central Register of Controlled Trials, and Cochrane Database of Systematic Reviews. STUDY SELECTION Randomized clinical trials of screening; diagnostic accuracy studies of screening tests in primary care settings; and randomized clinical trials of treatment vs placebo or no treatment for uncorrected refractive errors, cataracts, and dry (atrophic) or wet (exudative) age-related macular degeneration (AMD). Studies of screening and diagnostic accuracy were limited to asymptomatic adults 65 years or older; studies of treatment included asymptomatic adults of any age. DATA EXTRACTION AND SYNTHESIS One investigator abstracted data, a second checked data for accuracy, and 2 investigators independently assessed study quality using predefined criteria. Random-effects meta-analysis was used to estimate the relative and absolute benefits of vascular endothelial growth factor inhibitors (anti-VEGF) for wet AMD. MAIN OUTCOMES AND MEASURES Visual acuity, vision-related function, functional capacity, harms, and diagnostic accuracy. RESULTS Three trials (n = 4728) from the 2009 USPSTF review found that screening for impaired visual acuity was not associated with improved visual or clinical outcomes. In 1 good-quality trial (n = 3346), universal screening identified 27% of persons with impaired visual acuity and correctable impairment vs 3.1% with targeted screening, but there was no difference in the likelihood of visual acuity worse than 20/60 after 3 to 5 years (37% vs 35%; relative risk [RR], 1.07; 95% CI, 0.84-1.36). The 2009 review found that effective treatments are available for uncorrected refractive errors and cataracts. Ten-year trial results of dry AMD found an antioxidant/zinc combination was associated with decreased risk of visual acuity loss (46% vs 54%; odds ratio, 0.71; 95% CI, 0.57-0.88). An updated meta-analysis found anti-VEGF for wet AMD was associated with greater likelihood of having vision 20/200 or better vs sham injection (4 trials; RR, 1.47; 95% CI, 1.30-1.66; I2 = 42%; absolute risk difference, 24%; 95% CI, 12%-37% after 1 year). New evidence on the diagnostic accuracy of visual acuity screening tests was limited and consistent with previous findings that screening questions or a visual acuity test was associated with suboptimal accuracy. CONCLUSIONS AND RELEVANCE Screening can identify persons with impaired visual acuity, and effective treatments are available for common causes of impaired visual acuity, such as uncorrected refractive error, cataracts, and dry or wet AMD. However, direct evidence found no significant difference between vision screening in older adults in primary care settings vs no screening for improving visual acuity or other clinical outcomes.


JAMA | 2017

Screening for Celiac Disease: Evidence Report and Systematic Review for the US Preventive Services Task Force

Roger Chou; Christina Bougatsos; Ian Blazina; Katherine Mackey; Sara Grusing; Shelley Selph

Importance Silent or subclinical celiac disease may result in potentially avoidable adverse health consequences. Objective To review the evidence on benefits and harms of screening for celiac disease in asymptomatic adults, adolescents, and children 3 years and older for the US Preventive Services Task Force. Data Sources Ovid MEDLINE, Cochrane Central Register of Controlled Trials, and Cochrane Database of Systematic Reviews, searched to June 14, 2016. Study Selection Randomized clinical trials and cohort or case-control studies on clinical benefits and harms of screening vs no screening for celiac disease or treatment vs no treatment for screen-detected celiac disease; studies on diagnostic accuracy of serologic tests for celiac disease. Data Extraction and Synthesis One investigator abstracted data, a second checked data for accuracy, and 2 investigators independently assessed study quality using predefined criteria. Main Outcomes and Measures Cancer incidence, gastrointestinal outcomes, psychological outcomes, child growth outcomes, health outcomes resulting from nutritional deficiencies, quality of life, mortality, and harms of screening. No meta-analytic pooling was done. Results One systematic review and 3 primary studies met inclusion criteria. No trials of screening for celiac disease were identified. One recent, good-quality systematic review of 56 original studies and 12 previous systematic reviews (sample sizes of primary studies ranging from 62 to more than 12 000 participants) found IgA tissue transglutaminase was associated with high accuracy (sensitivity and specificity both >90%) for diagnosing celiac disease. IgA endomysial antibodies tests were associated with high specificity. Only 2 studies of serologic tests for celiac disease involving 62 and 158 patients were conducted in asymptomatic populations and reported lower sensitivity (57% and 71%). One fair-quality, small (n = 40) Finnish treatment trial of asymptomatic adults with screen-detected celiac disease based on positive serologic findings found initiation of a gluten-free diet associated with small improvement in gastrointestinal symptoms compared with no gluten-free diet (difference less than 1 point on a scale of 1 to 7) at 1 year, with no differences on most measures of quality of life. No withdrawals due to adverse events occurred during the trial; no other harms were reported. No studies were identified that addressed the other outcomes. Conclusions and Relevance Although some evidence was found regarding diagnostic accuracy of tests for celiac disease, little or no evidence was identified to inform most of the key questions related to benefits and harms of screening for celiac disease in asymptomatic individuals. More research is needed to understand the effectiveness of screening and treatment for celiac disease, accuracy of screening tests in asymptomatic persons, and optimal screening strategies.


The Journal of Urology | 2017

Comparative Effectiveness of Fluorescent Versus White Light Cystoscopy for Initial Diagnosis or Surveillance of Bladder Cancer on Clinical Outcomes: Systematic Review and Meta-Analysis

Roger Chou; Shelley Selph; David I Buckley; Rongwei Fu; Jessica Griffin; Sara Grusing; John L. Gore

Purpose: We systematically reviewed the comparative effectiveness of fluorescent vs white light cystoscopy on bladder cancer clinical outcomes. Materials and Methods: Systematic literature searches of Ovid MEDLINE® (January 1990 through September 2015), Cochrane databases and reference lists were performed. A total of 14 randomized trials of fluorescent cystoscopy using 5‐aminolevulinic acid or hexaminolevulinic acid vs white light cystoscopy for the diagnosis of initial or recurrent bladder cancer that reported bladder cancer recurrence, progression, mortality and harms were selected for review. Results: Fluorescent cystoscopy was associated with a decreased risk of bladder cancer recurrence vs white light cystoscopy at short‐term (less than 3 months, 10 trials, RR 0.59, 95% CI 0.40 to 0.88, I2=69%), intermediate‐term (3 months to less than 1 year, 6 trials, RR 0.70, 95% CI 0.56 to 0.88, I2=19%) and long‐term followup (1 year or more, 12 trials, RR 0.81, 95% CI 0.70 to 0.93, I2=49%). However, the findings were inconsistent, and potentially susceptible to performance and publication bias (strength of evidence low). There were no differences between cystoscopic methods in risk of mortality (3 trials, RR 1.28, 95% CI 0.55 to 2.95, I2=41%) (strength of evidence low) or progression (9 trials, RR 0.74, 95% CI 0.52 to 1.03, I2=0%) (strength of evidence moderate). Estimates for short‐term recurrence (6 trials, RR 0.62, 95% CI 0.38 to 1.00), long‐term recurrence (7 trials, RR 0.75, 95% CI 0.62 to 0.92) and progression (4 trials, RR 0.51, 95% CI 0.28 to 0.96) were statistically significant in the subgroup of trials that used hexaminolevulinic acid, but there were no statistically significant interactions based on the photosensitizer used. Fluorescent cystoscopy was not associated with a decreased risk of long‐term recurrence in 3 trials that used methods to reduce performance bias with initial cystoscopy (RR 0.96, 95% CI 0.79 to 1.18, I2=36%). Data on harms were sparse. Conclusions: Fluorescent cystoscopy was associated with a reduced risk of bladder cancer recurrence vs white light cystoscopy. However, additional trials that adequately guard against performance bias are needed to confirm these findings. Fluorescent cystoscopy with hexaminolevulinic acid may be associated with a decreased risk of progression, but more studies with long‐term followup are needed to better understand the effects of the photosensitizer used on progression.


Annals of Internal Medicine | 2017

Management of Suspected Opioid Overdose With Naloxone in Out-of-Hospital Settings: A Systematic Review

Roger Chou; P. Todd Korthuis; Dennis McCarty; Phillip O. Coffin; Jessica Griffin; Cynthia Davis-O'Reilly; Sara Grusing; Mohamud Daya

Since 2000, the rate of drug overdose deaths involving opioids has increased 4-fold (1, 2). Overdose is now the leading cause of injury-related death in the United States (3). In 2015, the number of overdose deaths involving prescription or illicit opioids exceeded 33000, the highest number on record (2). Opioid overdose is frequently treated with naloxone in out-of-hospital settings by emergency medical services (EMS) personnel and laypersons. Although recommendations, guidelines, and protocols are available to inform use of naloxone in out-of-hospital settings, uncertainties exist with regard to the optimal dosing and route of administration and management after successful reversal of opioid overdose (46). A recent concern is whether current dosing guidelines are sufficient for reversing overdose involving highly potent synthetic opioids, such as fentanyl and fentanyl analogues (2, 711). The purpose of this systematic review was to synthesize the evidence on 1) the effects of route of administration and dosing of naloxone in persons with suspected opioid overdose in out-of-hospital settings on mortality, reversal of overdose symptoms, and harms, and 2) the need for transport to a health care facility after naloxone reversal. This review was conducted as part of a systematic review that was nominated to the Agency for Healthcare Research and Quality (AHRQ) by the National Highway Traffic Safety Administration. Methods Detailed methods and data for this review, including the analytic framework, key questions, search strategies, inclusion criteria, study data extraction, and quality ratings, are available in the full report (12). The protocol was developed using a standardized process (13) with input from experts and the public and is registered in the PROSPERO database (14). The analytic framework used to guide this review is shown in Figure 1. Figure 1. Analytic framework. * Patients with confirmed or suspected opioid overdose who exhibit altered mental status, miosis, or respiratory distress and are treated in out-of-hospital settings by emergency medical services personnel. Administration of naloxone hydrochloride via intranasal, intravenous, intramuscular, or subcutaneous injection (including naloxone autoinjector). Question 1 addresses comparisons involving route of administration and dose. Question 2 addresses comparisons involving dose titration to varying degrees of return of consciousness (intermediate outcome). We addressed the following key questions: 1. For patients with confirmed or suspected opioid overdose, what are the comparative benefits and harms of out-of-hospital administration of naloxone using intravenous, intramuscular, subcutaneous, and intranasal routes of administration? 1a. For patients with confirmed or suspected opioid overdose who receive naloxone in out-of-hospital settings, what are the comparative benefits and harms of different intravenous, intramuscular, subcutaneous, or intranasal doses of naloxone? 2. For patients with confirmed or suspected opioid overdose in out-of-hospital settings, what are the comparative benefits and harms of titration of naloxone until the patient resumes sufficient spontaneous respiratory effort versus until the patient regains consciousness? 3. For patients with confirmed or suspected opioid overdose in out-of-hospital settings treated with multiple doses of naloxone (including those who do not improve after an initial dose of intranasal naloxone), what are the effects on benefits and harms of differences in the timing of repeated dosing? 4. For patients with confirmed or suspected opioid overdose in out-of-hospital settings who regain sufficient spontaneous respiratory effort and are alert and oriented after naloxone administration, what are the benefits and harms of transport to a health care facility versus nontransport? Data Sources and Searches A research librarian searched multiple electronic databases, including Ovid MEDLINE (1946 through September 2017), PsycINFO, the Cochrane Central Register of Controlled Trials, and CINAHL. We also reviewed reference lists, searched ClinicalTrials.gov (through September 2017), contacted representatives of federal agencies involved in naloxone or opioid overdose research, reviewed medical and statistical reviews on the U.S. Food and Drug Administrations (FDA) Center for Drug Evaluation and Research Web site, and reviewed materials presented at a recent FDA meeting (15) on naloxone dosing (1621). Study Selection Two investigators independently reviewed abstracts and full-text articles against prespecified eligibility criteria. We included randomized controlled trials (RCTs) and cohort studies comparing different routes of administration, doses, or dosing strategies for naloxone and studies on the effects of transport or nontransport after successful reversal of opioid overdose with naloxone in out-of-hospital settings. Naloxone could be administered by EMS personnel, other health care providers, or laypersons. We also included studies on dosing and routes of administration in emergency department (ED) settings. We included uncontrolled longitudinal studies of patients who were successfully treated for opioid overdose with naloxone in the field and were not transported to a health care facility; this was a protocol modification due to no controlled studies of transport versus nontransport. Outcomes were mortality, reversal of overdose symptoms (based on adequate spontaneous respiratory effort or level of consciousness), time to reversal of symptoms, recurrence of symptoms, cardiac or respiratory arrest, other clinical sequelae of overdose (such as noncardiogenic pulmonary edema), function, quality of life, health care use, and harms (such as drug withdrawal, combativeness, or injury to the person administering naloxone). For key question 4, additional outcomes were rates of linkage to treatment for opioid use disorder and subsequent opioid overdoses. Data Extraction and Quality Assessment One investigator extracted details about the design, year, setting, country, sample size, eligibility criteria, population and clinical characteristics, intervention characteristics (route of administration, dose or concentration, time to initial and repeated dosing, and training and background of personnel administering the drug), funding source, and results. A second investigator verified extractions for accuracy. Two investigators independently assessed risk of bias for each study as low, moderate, or high using criteria adapted from the Methods Guide for Effectiveness and Comparative Effectiveness Reviews (13) and the U.S. Preventive Services Task Force (22). Discrepancies were resolved through discussion and consensus. Data Synthesis and Analysis We constructed evidence tables with study characteristics, results, and risk-of-bias ratings for all included studies and summary tables to highlight the main findings. Given the small number of studies for each key question and clinical and methodological heterogeneity of the studies, we determined that meta-analysis was not indicated and synthesized studies qualitatively. We graded the strength of evidence (SOE) for each key question and comparison for prioritized clinical outcomes (mortality, time to reversal of symptoms, recurrence of symptoms, respiratory or cardiac arrest, rates and severity of drug withdrawal, and combativeness) using the approach described in the Methods Guide for Effectiveness and Comparative Effectiveness Reviews (13). One investigator performed initial SOE assessments, and final ratings were determined by consensus among the entire team. Role of the Funding Source This project was funded under contract no. HHSA290-2015-00009-I from the AHRQ, U.S. Department of Health and Human Services. Staff from the AHRQ assisted in developing the scope and key questions. A representative from the AHRQ served as a Contracting Officers Technical Representative and provided technical assistance during the conduct of the full evidence report and comments on draft versions of the report. The AHRQ did not directly participate in the literature search, determination of study eligibility criteria, data analysis, or interpretation. Results Literature Searches The literature flow diagram (Figure 2) summarizes the search and selection of articles. Database searches resulted in 1934 potentially relevant articles. After dual review of abstracts and titles, we selected 200 articles for full-text dual review and determined that 13 studies met inclusion criteria (Appendix Tables 1, 2, and 3) (2335). No study reported funding from manufacturers of naloxone. Figure 2. Evidence search and selection. * Other sources include prior reports, reference lists, referrals from experts, and gray literature. Appendix Table 1. Characteristics and Results of RCTs Comparing Routes of Naloxone Administration Appendix Table 2. Characteristics and Results of Observational Studies Comparing Routes of Naloxone Administration Appendix Table 3. Deaths and Serious Adverse Events After Nontransport to Health Care Facility After Successful Reversal of Suspected Opioid Overdose With Naloxone Routes of Naloxone Administration Three RCTs (n= 100 to 182) (2325) and 4 cohort studies (n= 93 to 609) (2629) compared different routes of naloxone administration (Appendix Tables 1 and 2). All studies had methodological shortcomings, including unblinded design and baseline between-group differences; the cohort studies also did not adjust for potential confounders or report attrition (risk-of-bias ratings are shown in Appendix Tables 4 and 5). Appendix Table 4. Risk-of-Bias Ratings of RCTs Appendix Table 5. Risk-of-Bias Ratings of Observational Studies Two Australian trials compared out-of-hospital intranasal versus intramuscular naloxone administration but evaluated intranasal formulations not used in the United States (23, 24). One trial compared intranasal naloxone (2 mg/mL) versus intramuscular naloxone (2 m


Annals of Emergency Medicine | 2017

Predictive Utility of the Total Glasgow Coma Scale Versus the Motor Component of the Glasgow Coma Scale for Identification of Patients With Serious Traumatic Injuries

Roger Chou; Annette M Totten; Nancy Carney; Spencer Dandy; Rongwei Fu; Sara Grusing; Miranda Pappas; Ngoc Wasson; Craig D. Newgard

Study objective The motor component of the Glasgow Coma Scale (mGCS) has been proposed as an easier‐to‐use alternative to the total GCS (tGCS) for field assessment of trauma patients by emergency medical services. We perform a systematic review and meta‐analysis to compare the predictive utility of the tGCS versus the mGCS or Simplified Motor Scale in field triage of trauma for identifying patients with adverse outcomes (inhospital mortality or severe brain injury) or who underwent procedures (neurosurgical intervention or emergency intubation) indicating need for high‐level trauma care. Methods Ovid MEDLINE, Cumulative Index to Nursing and Allied Health Literature, PsycINFO, Health and Psychosocial Instruments, and the Cochrane databases were searched through June 2016 for English‐language cohort studies. We included studies that compared the area under the receiver operating characteristic curve (AUROC) of the tGCS versus the mGCS or Simplified Motor Scale assessed in the field or shortly after arrival in the emergency department for predicting the outcomes described above. Meta‐analyses were performed with a random‐effects model, and subgroup and sensitivity analyses were conducted. Results We included 18 head‐to‐head studies of predictive utility (n=1,703,388). For inhospital mortality, the tGCS was associated with slightly greater discrimination than the mGCS (pooled mean difference in [AUROC] 0.015; 95% confidence interval [CI] 0.009 to 0.022; I2=85%; 12 studies) or the Simplified Motor Scale (pooled mean difference in AUROC 0.030; 95% CI 0.024 to 0.036; I2=0%; 5 studies). The tGCS was also associated with greater discrimination than the mGCS or Simplified Motor Scale for nonmortality outcomes (differences in AUROC from 0.03 to 0.05). Findings were robust in subgroup and sensitivity analyses. Conclusion The tGCS is associated with slightly greater discrimination than the mGCS or Simplified Motor Scale for identifying severe trauma. The small differences in discrimination are likely to be clinically unimportant and could be offset by factors such as convenience and ease of use.


Annals of Internal Medicine | 2015

Urinary biomarkers for diagnosis of bladder cancer

Roger Chou; John L. Gore; David I Buckley; Rongwei Fu; Katie Gustafson; Jessica Griffin; Sara Grusing; Shelley Selph

Bladder cancer is the fourth most commonly diagnosed cancer in U.S. men and the 10th most commonly diagnosed cancer in U.S. women (1). Standard methods for diagnosis of bladder cancer involve cytologic evaluation of urine, imaging tests, and cystoscopy (2, 3). Because cystoscopy is uncomfortable and costly, alternative diagnostic methods have been sought. Urine-based biomarkers have been developed as potential alternatives or adjuncts to standard tests for the initial diagnosis of bladder cancer or identification of recurrent disease (4). Six urinary biomarkers have been approved by the U.S. Food and Drug Administration (FDA) for diagnosis or surveillance of bladder cancer: quantitative nuclear matrix protein 22 (NMP22) (Alere NMP22 [Alere]), qualitative NMP22 (BladderChek [Alere]), qualitative bladder tumor antigen (BTA) (BTA stat [Polymedco]), quantitative BTA (BTA TRAK [Polymedco]), fluorescence in situ hybridization (FISH) (UroVysion [Abbott Molecular]), and fluorescent immunohistochemistry (ImmunoCyt [Scimedx]). The qualitative NMP22 and BTA tests can be performed as point-of-care tests, and the others are performed in a laboratory. One additional test, Cxbladder (Pacific Edge Diagnostics USA), is a laboratory-developed test that does not require FDA approval. Other biomarkers have been developed but are not FDA-approved. The purpose of this study was to systematically review the evidence on the comparative accuracy of urinary biomarkers for diagnosis of bladder cancer. It was done as part of a larger review (5) on the evaluation and treatment of nonmuscle-invasive bladder cancer that was nominated to the Agency for Healthcare Research and Quality (AHRQ) by the American Urological Association for use in updating its guidelines. Methods Detailed methods and data for this review, including the analytic framework, key questions, search strategies, inclusion criteria, study data extraction, and quality ratings, are available in the full report (5). The protocol was developed using a standardized process (6) with input from experts and the public and is registered in the PROSPERO database (7). This article focuses on the accuracy of urinary biomarkers for initial diagnosis of bladder cancer or for diagnosis of recurrent disease, including any variance in diagnostic accuracy based on tumor characteristics, patient characteristics, or the nature of presenting signs or symptoms. Data Sources and Searches A research librarian searched multiple electronic databases, including Ovid MEDLINE (January 1990 through June 2015), the Cochrane Central Register of Controlled Trials, and the Cochrane Database of Systematic Reviews (through June 2015). We also reviewed reference lists and searched ClinicalTrials.gov. Study Selection Two investigators independently reviewed abstracts and full-text articles against prespecified eligibility criteria. We included cross-sectional and cohort studies on the diagnostic accuracy of urinary biomarkers in adults who had signs or symptoms of bladder cancer or were undergoing surveillance for recurrent disease after treatment. We focused on urinary biomarkers approved by the FDA for the diagnosis of bladder cancer (quantitative or qualitative NMP22, qualitative or quantitative BTA, FISH, and ImmunoCyt) or classified by the FDA as a laboratory-developed test (Cxbladder). We excluded studies that used a casecontrol design; studies that did not evaluate the diagnostic accuracy of biomarkers against standard diagnostic methods (cystoscopy and histopathology); and studies on the accuracy of biomarkers for screening in assessing prognosis, guiding therapy, or monitoring response to treatment. Data Extraction and Quality Assessment One investigator extracted details about the setting, tests evaluated, definition of a positive test result, study design, reference standard, inclusion criteria, population characteristics, proportion found to have bladder cancer, bladder cancer stage and grade, results, and funding sources. We constructed 22 tables with the number of true-positive, false-positive, true-negative, and false-negative results from published sample sizes, prevalence, sensitivity, and specificity. A second investigator verified extractions for accuracy. Two investigators independently assessed the risk of bias for each study as low, moderate, or high using criteria adapted from QUADAS-2 (Quality Assessment of Diagnostic Accuracy Studies 2) (8). Discrepancies were resolved through discussion and consensus. Data Synthesis and Analysis We performed meta-analyses for sensitivity and specificity using a bivariate logistic mixed-effects model (9) with SAS, version 10.0 (SAS Institute) (10). We assumed random effects with a bivariate normal distribution and measured statistical heterogeneity with the random-effects variance (2). When few studies were available for an analysis, we used the moment estimates of correlation between sensitivity and specificity in the bivariate model. We calculated positive and negative likelihood ratios (LRs) using the summarized sensitivity and specificity (11, 12). Because studies of a particular biomarker generally used the same definition for a positive test result, we did not plot summary receiver-operating characteristic curves (13). For head-to-head comparisons, we used the same bivariate logistic mixed-effects model, with an added indicator variable for the tests. We conducted analyses for each biomarker by using data from all patients and data stratified according to whether testing was performed for initial diagnosis (evaluation of symptoms) or diagnosis of recurrence (surveillance). We also performed analyses stratified by study design features (such as retrospective or prospective or use of a prespecified threshold to define a positive test result), risk of bias (overall and whether the study performed blinding to the results of the index test), the country in which the study was conducted, and tumor grade and stage (14). We assessed the strength of evidence (SOE) for each body of evidence as high, moderate, low, or insufficient based on aggregate study quality, precision, consistency, and directness. Role of the Funding Source This project was funded under contract HHSA290201200014I from the AHRQ, U.S. Department of Health and Human Services. AHRQ staff assisted in developing the scope and key questions. The AHRQ had no role in study selection, quality assessment, or synthesis. Results The literature flow diagram (Figure 1) summarizes the search and selection of articles. Database searches resulted in 4358 potentially relevant articles. After dual review of abstracts and titles, we selected 262 articles for full-text dual review and determined that 57 studies (in 60 publications) met our inclusion criteria (Appendix Table 1) (15-74). Nineteen studies evaluated quantitative NMP22, 4 evaluated qualitative NMP22, 23 evaluated qualitative BTA, 4 evaluated quantitative BTA, 10 evaluated FISH, 13 evaluated ImmunoCyt, and 1 evaluated Cxbladder. Sample sizes ranged from 26 to 3916, mean age ranged from 54 to 77 years, the proportion of male patients ranged from 57% to 88%, and the proportion diagnosed with bladder cancer ranged from 3% to 81%. Eight studies focused on diagnostic testing for signs and symptoms suggestive of bladder cancer, 16 focused on surveillance of previously treated bladder cancer, and 19 evaluated mixed populations. Forty-three studies were conducted in the United States or Europe. We rated 2 studies as having low risk of bias (20, 21), 3 as having high risk of bias (25, 62, 68), and the remainder as having medium risk of bias. Frequent methodological shortcomings were failure to report blinded interpretation of the reference standard, failure to report enrollment of a random or consecutive sample of patients, or failure to report predefined criteria for a positive test result. Figure 1. Summary of evidence search and selection. * Cochrane Central Register of Controlled Trials and Cochrane Database of Systematic Reviews. Includes prior reports, reference lists of relevant articles, and systematic reviews. Appendix Table 1. Biomarker Study Characteristics Appendix Table 1 Continued Appendix Table 1 Continued Appendix Table 1 Continued Quantitative NMP22 Sensitivity of quantitative NMP22 was 0.69 (95% CI, 0.62 to 0.75), and specificity was 0.77 (CI, 0.70 to 0.83) (19 studies), for a positive LR of 3.05 (CI, 2.28 to 4.10) and a negative LR of 0.40 (CI, 0.32 to 0.50) (Appendix Figure 1). Exclusion of 2 studies that used a cutoff other than >10 U/mL for a positive test result (18, 37) resulted in similar sensitivity and specificity. Diagnostic accuracy was similar for evaluation of symptoms and for surveillance. Excluding 1 study with high risk of bias (68) and restricting the analysis to prospective studies, those conducted in the United States or Europe, or those that used a prespecified threshold for a positive test result had little effect on pooled estimates. Restricting the analysis to 3 studies with blinded reference standard interpretation resulted in higher specificity (0.89 [CI, 0.78 to 0.95]) (15, 42, 58). Appendix Figure 1. Sensitivity and specificity of quantitative NMP22. NMP22 = nuclear matrix protein 22; TN = true-negative; TP = true-positive. Qualitative NMP22 Sensitivity of qualitative NMP22 was 0.58 (CI, 0.39 to 0.75), and specificity was 0.88 (CI, 0.78 to 0.94) (4 studies), for a positive LR of 4.89 (CI, 3.23 to 7.40) and a negative LR of 0.48 (CI, 0.33 to 0.71) (Appendix Figure 2) (20, 21, 23, 37). Restricting the analysis to 2 studies with low risk of bias resulted in similar estimates (sensitivity, 0.53 [CI, 0.29 to 0.75]; specificity, 0.87 [CI, 0.74 to 0.94]) (20, 21). Subgroup and sensitivity analyses were limited by small numbers of studies. Appendix Figure 2. Sensitivity and specificity of qualitative NMP22. NMP22 = nuclear matrix protein 22; TN = true-negative; TP = true-positive. Qualitative BTA Sensitivity of qualit

Collaboration


Dive into the Sara Grusing's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Researchain Logo
Decentralizing Knowledge