Evidence map›Paper›PMID 33878421›Full record

ArticleInternational journal of radiation oncology, biology, physics2021

The Potential for Midtreatment Albumin-Bilirubin (ALBI) Score to Individualize Liver Stereotactic Body Radiation Therapy.

William C Jackson, Holly E Hartman, Laila A Gharzai, Christopher Maurino, David M Karnak, Mishal Mendiratta-Lala, Neehar D Parikh, Charles S Mayo, Randall K Ten Haken, Matthew J Schipper and 2 more

Open access · greenAbstract read
In one paragraph

Article in International journal of radiation oncology, biology, physics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
1.3field-weighted citation impact, top 19% 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

16 citing papers in PubMed, 19 citations in OpenAlex.

  1. A Phase II Study of Optimized Individualized Adaptive Radiotherapy for Hepatocellular Carcinoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2023
    Trial
  2. Review
  3. α/β for Hepatocellular Carcinoma Tumors Treated With Radiation Therapy.International journal of radiation oncology, biology, physics · 2026
    Article
  4. Utility-Based Dose Selection for Stereotactic Body Radiation Therapy in Hepatocellular Carcinoma.International journal of radiation oncology, biology, physics · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Bilirubin metabolism in relation to cancer.Frontiers in oncology · 2025
    Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 3 institutions in 1 country.

William C JacksonDepartments of Radiation Oncology. Electronic address: wcj@med.umich.edu.
Holly E HartmanBiostatistics.
Laila A GharzaiDepartments of Radiation Oncology.
Christopher MaurinoDepartments of Radiation Oncology.
David M KarnakDepartments of Radiation Oncology.
Mishal Mendiratta-LalaRadiology.
Neehar D ParikhGastroenterology, University of Michigan Ann Arbor, Michigan.
Charles S MayoDepartments of Radiation Oncology.
Randall K Ten HakenDepartments of Radiation Oncology.
Matthew J SchipperDepartments of Radiation Oncology; Biostatistics.
Kyle C CuneoDepartments of Radiation Oncology.
Theodore S LawrenceDepartments of Radiation Oncology.
Cancer Research And Biostatistics · USUniversity Hospital and Clinics · USUniversity of Michigan · US

Funding

TREATMENT VERIFICATION AND TREATMENT PLAN REFINEMENTP01CA059827 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI KESSLER, MARC LEWIS, LAWRENCE, THEODORE S · 1993 to 2018
$37.9M
NCI NIH HHS P01 CA059827
6 · The paper itself

Abstract

purposeOur individualized functional response adaptive approach to liver stereotactic body radiation therapy (SBRT) with assessment of indocyanine green (ICG) retention at baseline and midtreatment to detect subclinical changes in liver function, permitting dose adjustment, has decreased toxicity while preserving efficacy. We hypothesized that assessment of the albumin-bilirubin (ALBI) score at baseline and midtreatment would allow for more practical identification of patients at risk for treatment-related toxicity (TRT). METHODS AND MATERIALS: Patients with hepatocellular carcinoma were treated on 3 prospective institutional review board-approved trials using baseline and midtreatment ICG to deliver individualized functional response adaptive liver SBRT. Patients received 3 or 5 fractions, with fraction 3 followed by a 1-month treatment break. TRT was a ≥2-point rise in Child-Pugh score within 6 months of SBRT. Logistic regression was used to estimate odds ratios (ORs) and confidence intervals (CIs) for assessment of TRT. Area under the receiver operating curve was used to compare predictive ability across models.

resultsIn total, 151 patients underwent 166 treatments. Baseline Child-Pugh class and ALBI grade were A (66.9%), B (31.3%), or C (1.8%) and 1 (25.9%), 2 (65.7%), or 3 (8.4%), respectively. Thirty-five patients (20.3%) experienced TRT. On univariate analysis, baseline ALBI (OR, 1.8; 95% CI, 1.24-2.62; P = .02), baseline ICG (OR, 1.66; 95% CI, 1.17-2.35; P = .04), and change in ALBI (OR, 3.07; 95% CI, 1.29-7.32; P = .003) were associated with increased odds of TRT. ALBI-centric models performed similarly to ICG-centric models on multivariate analyses predicting toxicity (area under the receiver operating curve of 0.79 for both). In a model incorporating baseline and midtreatment change in ALBI and ICG, both ALBI values were statistically significantly associated with toxicity, whereas ICG values were not.

conclusionsIncorporation of midtreatment change in ALBI in addition to baseline ALBI improves the ability to predict TRT in patients with hepatocellular carcinoma receiving SBRT. Our findings suggest that functional response adaptive treatment could be implemented in a practical manner because the ALBI score is easily obtained from standard laboratory values.

Indexed as

AgedBilirubinCarcinoma, HepatocellularFemaleHumansLiver NeoplasmsLogistic ModelsMaleMiddle AgedProspective StudiesRadiosurgerySerum AlbuminBilirubinSerum Albumin

Identifiers

PMID33878421
PMCPMC9081984
OpenAlexW3155913189

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.