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Record W1899049681 · doi:10.1093/clinchem/46.11.1870

Unsaturated Iron-binding Capacity: A Screening Test for C282Y Hemochromatosis?

2000· letter· en· W1899049681 on OpenAlexaff
Paul C. Adams, Vipin Bhayana

Bibliographic record

VenueClinical Chemistry · 2000
Typeletter
Languageen
FieldMedicine
TopicIron Metabolism and Disorders
Canadian institutionsLondon Health Sciences CentreWestern University
Fundersnot available
KeywordsHemochromatosisScreening testHereditary hemochromatosisTest (biology)MedicineSerum ironInternal medicineBiologyPediatricsAnemiaBotany

Abstract

fetched live from OpenAlex

Transferrin saturation (TS) has been recommended for screening for hemochromatosis (1). It is widely available, and results may be increased even in young adults with hemochromatosis. The TS assay is a two-step assay with serum iron in the numerator and total iron-binding capacity, unsaturated iron-binding capacity (UIBC), or serum transferrin in the denominator. Serum iron/(serum iron + UIBC) equals the TS. In a previous study, we compared UIBC to TS as a screening test for C282Y hemochromatosis in a population of asymptomatic voluntary blood donors (2). Because blood donation could potentially affect iron status, we have reevaluated TS and UIBC in referred hemochromatosis patients and used first-time blood donors as control cases (n = 386, all wild type by C282Y genotyping). “Discovered” cases refers to C282Y homozygotes found through pedigree studies, and “screened” cases refers to cases discovered during a population screening project in 5211 voluntary blood donors (2). The sample consisted of 78 male probands, 58 discovered men, 5 screened men, 26 female probands, 37 discovered women, and 11 screened women. All hemochromatosis patients and control cases had C282Y genotyping by Rsa1 restriction enzyme digestion (3). Homozygotes with a normal TS and ferritin (n = 5) were confirmed by direct DNA sequencing to exclude false-positive genetic testing (4). Serum iron was determined by colorimetric analysis (Roche Diagnostics or Beckman Coulter). UIBC was determined on the Beckman Coulter LX-20 (Reagent 153-50; Diagnostic Chemicals Limited) or by adapting an existing assay to an automated microwell plate reader (Unimate 7 UIBC; Roche Diagnostics). TS by UIBC was directly compared with TS determined by immunochemical transferrin on the Beckman Coulter IMMAGE immunochemistry system (correlation coefficient = 0.986; n = 192). Between-run precision of UIBC was determined by measuring three levels of control daily for 31 days. CVs were 2.8–7.2%. The diagnostic accuracy of UIBC and TS for the diagnosis of C282Y homozygotes was examined by ROC curve analysis with a program developed at this medical center (5). UIBC data were transformed to 1/UIBC for direct comparison to TS. The thresholds were determined from the ROC curves on the basis of the likelihood ratios [sensitivity/(1 − specificity)]. The areas under the curves were 0.96 (95% confidence interval, 0.94–0.98) for 1/UIBC and 0.96 (95% confidence interval, 0.94–0.98) for TS. Thresholds were ≥44% (sensitivity, 88%; specificity, 99%) for TS and ≤27 μmol/L (sensitivity, 88%; specificity, 98%) for UIBC (Table 1 ). These thresholds are similar to those determined in the screening of 5211 blood donors in which the UIBC detected more C282Y homozygotes with fewer false positives and at a reduced cost (2). These results raise the question stated in the title of this Letter. The cost of the UIBC assay in this study was estimated to be $1. It is intuitive that, using any cost-analysis system, the cost of the single-step UIBC will be less than the cost of the two-step assay using serum iron plus UIBC, total iron-binding capacity, or transferrin. In the less-common cases of hemochromatosis that are not associated with HFE mutations, the disease is defined by iron overload, and thus both UIBC and TS would be expected to be abnormal. UIBC has been used successfully in other studies that screened for hemochromatosis without genotyping in all patients (6)(7). Therefore, UIBC, which has been used for large-scale population screening studies (8), appears to perform as well as TS as a screening test for hemochromatosis at a reduced cost. Effects of diagnostic thresholds for detecting 215 C282Y homozygotes. Proportion of C282Y homozygotes identified by a positive test result. Proportion of wild-type controls identiifed by a negative test result. Effects of diagnostic thresholds for detecting 215 C282Y homozygotes. Proportion of C282Y homozygotes identified by a positive test result. Proportion of wild-type controls identiifed by a negative test result.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0040.001
Insufficient payload (model declined to judge)0.0030.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.057
GPT teacher head0.332
Teacher spread0.275 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations8
Published2000
Admission routes1
Has abstractyes

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