# A composite biomarker based on early dynamic changes in lactate dehydrogenase and PD-L1 expression enhances outcome prediction for immunochemotherapy in HER2-negative advanced gastric cancer

**Authors:** Yue Zhang, Yang Tian, Xiaoli Wei, Lu Bai, Meiqi Song, Yuanzhi Guo, Tianlai Liu, Xing Li, Weiqi Shan, Huaxing Wu, Yu Han

PMC · DOI: 10.3389/fimmu.2026.1659007 · Frontiers in Immunology · 2026-02-12

## TL;DR

A new biomarker combining changes in lactate dehydrogenase and PD-L1 helps predict treatment outcomes in advanced gastric cancer patients.

## Contribution

A composite biomarker integrating early LDH dynamics and baseline CPS improves outcome prediction in HER2-negative advanced gastric cancer.

## Key findings

- A ≥26% increase in LDH after two treatment cycles is an independent predictor of poor survival.
- Combining baseline CPS with LDH dynamics improves identification of patients with aggressive disease.
- KRAS mutations and co-mutation patterns may have prognostic implications but need further validation.

## Abstract

Current biomarkers for immunochemotherapy in HER2-negative advanced gastric cancer (AGC) exhibit inadequate predictive accuracy. Therefore, the development of innovative methodologies is imperative for improving patient selection.

In this retrospective biomarker study, a cohort of 107 patients with HER2-negative AGC undergoing first-line immunochemotherapy was examined. Serum biomarkers were serially assessed at baseline and after two treatment cycles. Univariate and multivariate Cox regression analyses, as well as ROC curve analysis, were employed to identify prognostic serum dynamics. A composite biomarker integrating dynamic changes in lactate dehydrogenase (LDH) and a combined positive score (CPS) was developed and validated. Additionally, exploratory genomic profiling was performed.

In this study, dynamic changes in LDH were identified as an independent prognostic factor. An increase in LDH of ≥26% after two treatment cycles was associated with significantly poorer progression-free survival (PFS: 5.33 vs. 8.93 months; HR: 2.585, P< 0.001) and overall survival (OS: 13.13 vs. 19.63 months; HR: 2.689, P< 0.001). Consistent results were observed in landmark analyses at the two-cycle timepoint, with significant differences in PFS-landmark (PFS-landmark: 5.17 vs. 8.40 months; HR: 2.450, P< 0.001) and OS-landmark (OS-landmark: 11.76 vs. 19.20 months; HR: 2.538, P< 0.001). Combining LDH dynamics with baseline CPS overcame the predictive limitations observed in patients with CPS<5. The subgroup within the composite biomarker (baseline CPS<5 plus LDH elevation ≥26% after two cycles) demonstrated poor prognosis and high risk of early disease progression in survival analysis (median PFS: 4.43 months; median OS: 12.26 months). The robustness of this biomarker was supported by ROC and calibration curves. Additionally, exploratory genomic analysis suggested potential prognostic implications of specific KRAS mutant subtypes and co-mutation patterns. However, validation of these findings is warranted through prospective, multi-center-controlled cohort studies due to constraints related to sample size.

In HER2-negative advanced gastric cancer, a ≥26% increase in LDH following two treatment cycles serves as an independent prognostic risk factor. Combining baseline CPS with early LDH dynamics improves the identification of patients with aggressive disease and poor initial treatment response, thereby facilitating closer monitoring and prompt therapeutic reassessment for more personalized management.

## Linked entities

- **Genes:** KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845]
- **Proteins:** CD274 (CD274 molecule)
- **Diseases:** gastric cancer (MONDO:0001056)

## Full-text entities

- **Genes:** PMS2 (PMS1 homolog 2, mismatch repair system component) [NCBI Gene 5395] {aka HNPCC4, LYNCH4, MLH4, MMRCS4, PMS-2, PMSL2}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, CXCR6 (C-X-C motif chemokine receptor 6) [NCBI Gene 10663] {aka BONZO, CD186, CDw186, STRL33, TYMSTR}, MSH6 (mutS homolog 6) [NCBI Gene 2956] {aka GTBP, GTMBP, HNPCC5, HSAP, LYNCH5, MMRCS3}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, SLC17A5 (solute carrier family 17 member 5) [NCBI Gene 26503] {aka AST, ISSD, NSD, SD, SIALIN, SIASD}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, CALCA (calcitonin related polypeptide alpha) [NCBI Gene 796] {aka CALC1, CGRP, CGRP-I, CGRP-alpha, CGRP1, CT}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, ALPP (alkaline phosphatase, placental) [NCBI Gene 250] {aka ALP, PALP, PLAP, PLAP-1}, MLH1 (mutL homolog 1) [NCBI Gene 4292] {aka COCA2, FCC2, HNPCC, HNPCC2, LYNCH2, MLH-1}, ARID1A (AT-rich interaction domain 1A) [NCBI Gene 8289] {aka B120, BAF250, BAF250a, BM029, C1orf4, CSS2}, MSH2 (mutS homolog 2) [NCBI Gene 4436] {aka COCA1, FCC1, HNPCC, HNPCC1, LCFS2, LYNCH1}, CEACAM3 (CEA cell adhesion molecule 3) [NCBI Gene 1084] {aka CD66D, CEA, CGM1, CGM1a, W264, W282}, B3GALNT1 (beta-1,3-N-acetylgalactosaminyltransferase 1 (Globoside blood group)) [NCBI Gene 8706] {aka 3-GalNAc-T1, 3-GalTase, B3GALANT1, B3GALT3, GLCT3, GLOB}
- **Diseases:** lymph node metastasis (MESH:D008207), liver injury (MESH:D017093), PD (MESH:D018450), liver metastasis (MESH:D009362), hematologic disorders (MESH:D006402), death (MESH:D003643), peritoneal metastasis (MESH:D010538), infection (MESH:D007239), LDH (MESH:C538133), AGC (MESH:D013274), hemolysis (MESH:D006461), NSCLC (MESH:D002289), melanoma (MESH:D008545), disease (MESH:D004194), inflammation (MESH:D007249), muscle damage (MESH:D009133), Cancer (MESH:D009369), Stable disease (MESH:D060050), MSI-H (MESH:D053842)
- **Chemicals:** XELOX (MESH:C519688), lipids (MESH:D008055), AS (MESH:D001151), formalin (MESH:D005557), glucose (MESH:D005947), bile acid (MESH:D001647), 22C3 (-), amino acids (MESH:D000596), Capecitabine (MESH:D000069287), TB (MESH:D013725), Oxaliplatin (MESH:D000077150), pyruvate (MESH:D019289), paraffin (MESH:D010232), lactate (MESH:D019344), bilirubin (MESH:D001663)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** G12C, G13D, G12D

## Full text

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## Figures

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## References

31 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935977/full.md

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Source: https://tomesphere.com/paper/PMC12935977