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Record W4397046219 · doi:10.1681/asn.20223311s1440c

Safety and Practical Use of 4% Tetrasodium EDTA for Pediatric Hemodialysis (HD) Line Locking

2022· article· en· W4397046219 on OpenAlexaff
Cal Robinson, Rosaleen M. Nemec, Lor Tecson, Elizabeth Harvey

Bibliographic record

VenueJournal of the American Society of Nephrology · 2022
Typearticle
Languageen
FieldHealth Professions
TopicCentral Venous Catheters and Hemodialysis
Canadian institutionsHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsHemodialysisMedicineLine (geometry)Intensive care medicineChemistryUrologyInternal medicineMathematics

Abstract

fetched live from OpenAlex

Background: Central venous line (CVL)-associated bloodstream infections (CLABSI) are common in pediatric HD patients, and are associated with significant morbidity and healthcare costs. Unlike standard locking solutions (e.g., heparin and alteplase), 4% tetrasodium EDTA (KitelockTM) has antimicrobial and antibiofilm properties. We aim to study the safety and efficacy of 4% tetrasodium EDTA in pediatric HD patients. Methods: Single-center, before-and-after quality improvement study. We included all chronic HD patients (6mo-18yr old), and excluded those with an active CLABSI, EDTA allergy, or <5kg. Our standard locking solution was heparin (1000 units/mL) pre-intervention and 4% tetrasodium EDTA post-intervention. For both, alteplase (1mg/mL) was used as required. We compared unit-level pre- and post-intervention data for laboratory results, alteplase use, HD treatment parameters, and CVL dysfunction. Results: We present preliminary data for ten patients (median age 14yr, 50% female, median 14mo since CVL insertion). After introducing 4% tetrasodium EDTA, the prescribed blood flow rate was achieved in more HD sessions (115/117 (98.3%) postvs. 100/108 (92.6%) pre-intervention, p=0.04). There was a trend towards decreased alteplase use (6.7% of sessions post- vs. 12% pre-intervention, p=0.11). There was no difference in CVL dysfunction (12% of sessions post- vs. 12% pre-intervention, p=0.99), after adjudicating for events unrelated to 4% tetrasodium EDTA use. Significant calcium, magnesium, and iron chelation were seen on labs drawn from the CVL after small discard volumes (<5mL), but not after a larger discard (≥6mL), or a small discard plus flushing protocol. We noted increased viscosity of the CVL discard using 4% tetrasodium EDTA. There were no differences in other HD treatment parameters (e.g., ultrafiltration, arterial/venous pressures). The mean locking solution cost decreased from $20.71 to $18.55 CAD per patient-session, which was due to lower alteplase use. Conclusions: In pediatric HD patients, 4% tetrasodium EDTA locking increased the proportion of HD sessions achieving the prescribed blood flow, and slightly reduced alteplase use. However, significant chelation was seen on labs drawn from the CVL after small-volume discards, necessitating a change in sampling protocol. Further data is needed to evaluate if 4% tetrasodium EDTA can reduce CLABSI risk.

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)0.002
metaresearch head score (Gemma)0.006
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 score0.002
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.366
Teacher spread0.309 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

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