Evidence map›Paper›PMID 41655168›Full record

ArticleDiscover oncology2026

SPDL1 is associated with prognosis and tumor proliferation in pancreatic adenocarcinoma.

Hongmin Yu, Haiping Luo

Abstract read
In one paragraph

Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Hongmin YuDepartment of Breast and Thyroid Surgery, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, 43500, Hubei, People's Republic of China.
Haiping LuoDepartment of Gastrointestinal Surgery, Huangshi Central Hospital, Affiliated Hospital of Hubei Polytechnic University, Huangshi, 43500, Hubei, People's Republic of China. 756105009@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposePancreatic cancer (PAAD), an aggressive digestive malignancy with high mortality, has limited advanced therapeutic options, underscoring the need for novel biomarkers and targets. SPDL1, linked to tumor cell dysregulation and aberrantly expressed in PAAD, has an uncharacterized mechanism. This study investigates its function and underlying mechanism.

methodsThe expression pattern of SPDL1 in PAAD tissues was interrogated utilizing data derived from the TCGA and GEO database. Immunohistochemistry (IHC) was then performed to validate the bioinformatically obtained findings. Additionally, single-cell RNA sequencing datasets pertaining to PAAD were retrieved from the Tumor Immune Single-cell Hub database and subjected to subsequent bioinformatic analysis. The correlation between SPDL1 expression and clinical parameters, its prognostic impact, and independent prognostic factors were evaluated via TCGA, the Kaplan-Meier plotter, and univariate/multivariate Cox analyses, respectively. Nomograms were constructed based on independent prognostic factors and validated using the C-index, calibration curves, ROC curves, decision curve analysis, the net reclassification index (NRI), and the integrated discrimination index (IDI). GSEA and GSVA were performed to explore SPDL1’s underlying molecular mechanisms. Following SPDL1 silencing, its effects on PAAD cell proliferation and invasion were examined via CCK-8, colony formation, wound healing, EdU, and Transwell assays. Western blot was used to detect the protein expression of SPDL1, AKT, p-AKT, mTOR and p-mTOR.

resultsIn PAAD tissues, the SPDL1 gene was significantly higher than that in the corresponding adjacent cancer tissues, with its expression predominantly localized to tumor cells. Notably, high SPDL1 expression is significantly associated with unfavorable outcomes in PAAD patients. Correlation analysis further revealed that the expression level of SPDL1 is positively correlated with tumor proliferation signature. Additionally, functional experiments demonstrated that knockdown of SPDL1 via interference technology remarkably impaired the proliferation and migration capabilities of PAAD cell lines (p < 0.05). Additionally, combined bioinformatics analyses and Western blot assays were performed, which revealed that SPDL1 plays an indispensable role in regulating the PI3K/AKT/mTOR signaling cascade.

conclusionSPDL1 is highly expressed in PAAD, and its overexpression is associated with poor clinical outcomes. Moreover, SPDL1 was found to enhance the proliferation, migration, and invasion capacities of PAAD cells through the PI3K/AKT/mTOR signaling pathway.

Indexed as

Bioinformatics analysisCell proliferationPancreatic adenocarcinomaPrognostic markerSPDL1

Identifiers

PMID41655168
PMCPMC12979763

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.