Evidence map›Paper›PMID 38378604›Full record

ArticleJournal of translational medicine2024

High somatic mutations in circulating tumor DNA predict response of metastatic pancreatic ductal adenocarcinoma to first-line nab-paclitaxel plus S-1: prospective study.

Lei Huang, Yao Lv, Shasha Guan, Huan Yan, Lu Han, Zhikuan Wang, Quanli Han, Guanghai Dai, Yan Shi

Open access · goldAbstract read
In one paragraph

Article in Journal of translational medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
3.4field-weighted citation impact, top 7% 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

7 citing papers in PubMed, 12 citations in OpenAlex.

  1. Review
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  3. Emerging biomarkers for pancreatic cancer: from early detection to personalized therapy.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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  4. Article
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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

9 authors at 3 institutions in 1 country.

Lei Huang *Medical Center on Aging of Ruijin Hospital, MCARJH, Shanghai Jiaotong University School of Medicine, 197 Ruijin Er Road, Shanghai, 200025, China. lei.huang@alumni.dkfz.de.ORCID 0000-0002-4225-9200
Yao Lv *Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
Shasha GuanDepartment of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
Huan YanDepartment of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
Lu HanDepartment of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
Zhikuan WangDepartment of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China. wangzkme@sohu.com.
Quanli HanDepartment of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China. hanquanli@aliyun.com.
Guanghai DaiDepartment of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China. daigh301@vip.sina.com.
Yan ShiDepartment of General Surgery, Shanghai Seventh People's Hospital, Shanghai University of Traditional Chinese Medicine, 358 Datong Road, Gaoqiao Town, Shanghai, 200137, China. sy_rjh@aliyun.com.ORCID 0000-0002-4848-2745
Chinese PLA General Hospital · CNRuijin Hospital · CNShanghai University of Traditional Chinese Medicine · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsWe previously showed that the nab-paclitaxel plus S-1 (NPS) regimen had promising effects against metastatic pancreatic ducal adenocarcinoma (mPDAC), whose efficacy however could not be precisely predicted by routine biomarkers. This prospective study aimed to investigate the values of mutations in circulating tumor DNA (ctDNA) and their dynamic changes in predicting response of mPDAC to NPS chemotherapy.

methodsPaired tumor tissue and blood samples were prospectively collected from patients with mPDAC receiving first-line NPS chemotherapy, and underwent next-generation sequencing with genomic profiling of 425 genes for ctDNA. High mutation allelic frequency (MAF) was defined as ≥ 30% and ≥ 5% in tumor tissue and blood, respectively. Kappa statistics were used to assess agreement between mutant genes in tumor and ctDNA. Associations of mutations in ctDNA and their dynamic changes with tumor response, overall survival (OS), and progression-free survival (PFS) were assessed using the Kaplan-Meier method, multivariable-adjusted Cox proportional hazards regression, and longitudinal data analysis.

results147 blood samples and 43 paired tumor specimens from 43 patients with mPDAC were sequenced. The most common driver genes with high MAF were KRAS (tumor, 35%; ctDNA, 37%) and TP53 (tumor, 37%; ctDNA, 33%). Mutation rates of KRAS and TP53 in ctDNA were significantly higher in patients with liver metastasis, with baseline CA19-9 ≥ 2000 U/mL, and/or without an early CA19-9 response. κ values for the 5 most commonly mutated genes between tumor and ctDNA ranged from 0.48 to 0.76. MAFs of the genes mostly decreased sequentially during subsequent measurements, which significantly correlated with objective response, with an increase indicating cancer progression. High mutations of KRAS and ARID1A in both tumor and ctDNA, and of TP53, CDKN2A, and SMAD4 in ctDNA but not in tumor were significantly associated with shorter survival. When predicting 6-month OS, AUCs for the 5 most commonly mutated genes in ctDNA ranged from 0.59 to 0.84, larger than for genes in tumor (0.56 to 0.71) and for clinicopathologic characteristics (0.51 to 0.68). Repeated measurements of mutations in ctDNA significantly differentiated survival and tumor response. Among the 31 patients with ≥ 2 ctDNA tests, longitudinal analysis of changes in gene MAF showed that ctDNA progression was 60 and 58 days ahead of radiologic and CA19-9 progression for 48% and 42% of the patients, respectively.

conclusionsHigh mutations of multiple driving genes in ctDNA and their dynamic changes could effectively predict response of mPDAC to NPS chemotherapy, with promising reliable predictive performance superior to routine clinicopathologic parameters. Inspiringly, longitudinal ctDNA tracking could predict disease progression about 2 months ahead of radiologic or CA19-9 evaluations, with the potential to precisely devise individualized therapeutic strategies for mPDAC.

Indexed as

AdenocarcinomaAlbuminsCirculating Tumor DNAPaclitaxelPancreatic NeoplasmsBiomarkers, TumorCA-19-9 AntigenHumansMutationPrognosisProspective StudiesProto-Oncogene Proteins p21(ras)130-nm albumin-bound paclitaxelAlbuminsBiomarkers, TumorCA-19-9 AntigenCirculating Tumor DNAPaclitaxelProto-Oncogene Proteins p21(ras)Circulating tumor DNA (ctDNA)Efficacy predictionHigh mutation allelic frequency (MAF)Metastatic pancreatic ductal adenocarcinoma (mPDAC)Nab-paclitaxel plus S-1 (NPS)Precision oncologyProspective longitudinal study

Identifiers

PMID38378604
PMCPMC10877900
OpenAlexW4391962292

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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.