Evidence map›Paper›PMID 24095974›Full record

ArticleClinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association2014

Factors that affect accuracy of α-fetoprotein test in detection of hepatocellular carcinoma in patients with cirrhosis.

Purva Gopal, Adam C Yopp, Akbar K Waljee, Jason Chiang, Mahendra Nehra, Pragathi Kandunoori, Amit G Singal

Open access · hybridAbstract readEvaluation Study
In one paragraph

Article in Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 101 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
101citing papers in PubMed, 6 pooled it
4.5field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

101 citing papers in PubMed, 6 syntheses or guidelines pooled it, 151 citations in OpenAlex.

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  17. Sex and gender disparities in hepatocellular carcinoma: insights into risk, diagnosis, and therapeutic outcomes.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2025
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41 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 1 country.

Purva GopalDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas.
Adam C YoppDepartment of Surgery, University of Texas Southwestern Medical Center, Dallas, Texas; Harold C Simmons Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas.
Akbar K WaljeeDepartment of Internal Medicine, University of Michigan, Ann Arbor, Michigan; Center for Clinical Management Research, Ann Arbor Veterans Affairs Healthcare Systems, Ann Arbor, Michigan.
Jason ChiangDepartment of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas.
Mahendra NehraDepartment of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas.
Pragathi KandunooriDepartment of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas.
Amit G SingalHarold C Simmons Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Clinical Sciences, University of Texas Southwestern Medical Center, Dallas, Texas. Electronic address: amit.singal@utsouthwestern.edu.
The University of Texas Southwestern Medical Center · USVA Center for Clinical Management Research · US

Funding

UT Southwestern Center for Translational Medicine (UL1/KL2/TL1)UL1TR001105 · NCATS · UT SOUTHWESTERN MEDICAL CENTER · PI TOTO, ROBERT DANIEL · 2013 to 2017
$24.5M
UT-Southwestern Clinical and Translational Alliance for Research (UT-STAR) (TL1)UL1TR000451 · NCATS · UT SOUTHWESTERN MEDICAL CENTER · PI TOTO, ROBERT DANIEL · 2012 to 2012
$6.3M
UT Southwestern Center for Translational Medicine (UL1/KL2/TL1KL2TR001103 · NCATS · UT SOUTHWESTERN MEDICAL CENTER · PI TOTO, ROBERT DANIEL · 2013 to 2017
$4.0M
UT-Southwestern Clinical and Translational Alliance for Research (UT-STAR) (TL1)KL2TR000453 · NCATS · UT SOUTHWESTERN MEDICAL CENTER · PI TOTO, ROBERT DANIEL · 2012 to 2012
$456k
Risk Stratification and Targeted Therapy for HELP Diseases in VeteransIK2HX000775 · VA · VETERANS HEALTH ADMINISTRATION · PI WALJEE, AKBAR K · 2014 to 2014
–
HSRD VA IK2 HX000775NCATS NIH HHS KL2 TR000453NCATS NIH HHS KL2 TR001103NCATS NIH HHS UL1 TR000451NCATS NIH HHS UL1-TR000451NCATS NIH HHS UL1 TR001105
6 · The paper itself

Abstract

BACKGROUND &

aimsMeasurements of α-fetoprotein (AFP) detect hepatocellular carcinoma (HCC) with low levels of sensitivity and specificity, and therefore are not recommended for use in liver cancer surveillance. However, AFP levels might accurately detect HCC in subgroups of patients. We performed a retrospective case-control study to identify features of patients with cirrhosis in whom levels of AFP correlated with HCC.

methodsWe collected data from patients with cirrhosis, with (n = 452) or without (n = 676) HCC, diagnosed at Parkland Hospital in Dallas, Texas, from January 2005 through June 2012. We determined sensitivities and specificities with which different levels of AFP identified those with HCC; multivariate logistic regression was used to associate accurate identification of HCC with patient features (age, sex, race/ethnicity, alcohol intake, smoking, etiology of cirrhosis, presence of decompensation, and laboratory test results). We assessed the overall accuracy of these factors in detecting HCC using receiver operator characteristic curve analysis and the Delong method. We calculated levels of AFP that detect HCC with the highest levels of sensitivity and specificity in subgroups using receiver operator characteristic analysis.

resultsThe most common etiologies of cirrhosis were hepatitis C virus (HCV) infection (60%) and alcohol induced (22%). Nearly 11% of patients were human immunodeficiency virus (HIV)-positive. Levels of AFP greater than 20 ng/mL detected HCC with 70.1% sensitivity and 89.8% specificity. This AFP level identified patients with HCC with a c-statistic of 0.87 (95% confidence interval, 0.85-0.89); it was significantly more accurate in HCV-negative patients than in HCV-positive patients (c-statistic, 0.89 vs 0.83; P = .007). AFP levels of 59 ng/mL or greater most accurately detected HCC in patients with HCV-associated cirrhosis; levels of AFP of 11 ng/mL or greater accurately identified HCC in HCV-negative patients. The level of AFP identified early stage HCC with a c-statistic of 0.62 (95% confidence interval, 0.58-0.66), and had a significantly higher level of accuracy for HIV-positive patients than for HIV-negative patients (c-statistic, 0.81 vs 0.59; P < .001).

conclusionsBased on a retrospective analysis of data from patients with cirrhosis, with or without HCC, AFP level most accurately detects HCC in patients without HCV infection. It detects HCC with a high level of accuracy in patients with cirrhosis and HIV infection.

Indexed as

alpha-FetoproteinsBiomarkersCarcinoma, HepatocellularCase-Control StudiesFemaleHumansLiver CirrhosisLiver NeoplasmsMaleMiddle AgedRetrospective StudiesSensitivity and SpecificityTexasalpha-FetoproteinsBiomarkersAIDSBiomarkersLiver DiseaseScreening

Identifiers

PMID24095974
PMCPMC3975698
OpenAlexW2098637224

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.