Evidence map›Paper›PMID 42226668›Full record

ArticleJournal of surgical oncology2026

Dynamic Prognostic Nutritional Index With Circulating Tumor DNA Predicts Survival in Localized Pancreatic Ductal Adenocarcinoma.

Alex Horowitz, Claire Shen, Dominic J Vitello, Madison Cox, Amy Wells, Krishay Sridalla, David J Bentrem, Qiang Zhang, Ishan Roy, Akhil Chawla

Abstract read
In one paragraph

Article in Journal of surgical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Alex HorowitzDepartment of Surgery, Division of Surgical Oncology, Chicago, Illinois, USA.
Claire ShenDepartment of Surgery, Division of Surgical Oncology, Chicago, Illinois, USA.
Dominic J VitelloDepartment of Surgery, Division of Surgical Oncology, Chicago, Illinois, USA.
Madison CoxNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois, USA.
Amy WellsNorthwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, Illinois, USA.
Krishay SridallaDepartment of Surgery, Division of Surgical Oncology, Chicago, Illinois, USA.ORCID https://orcid.org/0009-0004-4754-8759
David J BentremDepartment of Surgery, Division of Surgical Oncology, Chicago, Illinois, USA.
Qiang ZhangRobert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, Illinois, USA.
Ishan RoyRobert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, Illinois, USA.
Akhil ChawlaDepartment of Surgery, Division of Surgical Oncology, Chicago, Illinois, USA.

Funding

Muscle Fibrosis in CachexiaK08AR081391 · NIAMS · REHABILITATION INSTITUTE OF CHICAGO D/B/A SHIRLEY RYAN ABILITYLAB · PI Ishan Roy · 2022 to 2026
$846k
The Northwestern Summer Research Program for Medical StudentsT35DK126628 · NIDDK · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Daniela P Ladner · 2021 to 2026
$302k
National and Institutional Leadership and Support of NCI-Sponsored Clinical Trial Research as a Surgical OncologistR50CA293523 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Akhil Chawla · 2024 to 2026
$272k
Elsa U. Pardee Foundation and NIH 1R50CA293523NCI NIH HHS R50 CA293523NIAMS NIH HHS K08 AR081391NIDDK NIH HHS T35 DK126628NIDDK NIH HHS T35DK126628NIH HHS 1R50CA293523
6 · The paper itself

Abstract

BACKGROUND AND

objectivesTo evaluate the prognostic significance of baseline and longitudinal changes in prognostic nutritional index (PNI) in localized pancreatic ductal adenocarcinoma (PDAC) and to assess the complementary prognostic value of PNI with tumor burden measured by circulating tumor DNA (ctDNA).

methodsWe analyzed 127 patients with localized PDAC enrolled in a prospective biomarker study (2020-2024). Laboratory values were collected at five standardized timepoints. PNI was calculated as (10 × albumin) + (0.005 × lymphocyte count). KRAS ctDNA was assessed using digital droplet PCR. The primary endpoint was overall survival (OS), analyzed using Kaplan-Meier and Cox regression, with longitudinal changes assessed using Friedman testing.

resultsLow PNI (< 45) at diagnosis was associated with worse OS (p = 0.043). PNI declined significantly across treatment timepoints (p < 0.001). In multivariable analysis, decline in PNI during neoadjuvant chemotherapy independently predicted worse OS (HR 1.095, 95% CI 1.042-1.152, p < 0.001). Patients with both low PNI and ctDNA positivity had a 3.64-fold increased risk of death (HR 3.64, 95% CI 1.32-10.04, p = 0.012).

conclusionsPNI is a dynamic, clinically accessible biomarker that independently predicts survival in localized PDAC. Integration of PNI with ctDNA improves prognostic stratification by capturing both patient host vulnerability and tumor burden.

Indexed as

Biomarkers, TumorCarcinoma, Pancreatic DuctalCirculating Tumor DNANutrition AssessmentPancreatic NeoplasmsAgedFemaleFollow-Up StudiesHumansMaleMiddle AgedNeoadjuvant TherapyPrognosisProspective StudiesSurvival RateBiomarkers, TumorCirculating Tumor DNAbiomarkercirculating tumor DNAneoadjuvant chemotherapypancreatic ductal adenocarcinomaprognostic nutritional index

Identifiers

PMID42226668
PMCPMC13427133

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.