胰腺导管腺癌乳酸代谢空间转录组学数据表

胰腺导管腺癌(PDAC)空间转录组学数据表,分析乳酸代谢在肿瘤微环境中的作用,包含预后模型和关键生物标志物。

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表格biomarkerslactatemetabolismpancreatic ductaladenocarcinomaprognostic modelspatialtranscriptomics
Table 10_Spatial transcriptomics reveals the mechanistic role of lactate metabolism in the pancreatic ductal adenocarcinoma microenvironment.xlsx

基本信息

模态
表格
大小
0.000009396 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

胰腺导管腺癌乳酸代谢空间转录组学数据表

【一句话概览】

本研究基于空间转录组学及高通量转录组测序和单细胞转录组分析,探讨乳酸代谢在胰腺导管腺癌(PDAC)肿瘤微环境中的作用。通过分析肿瘤细胞及其微环境中乳酸代谢相关(来源 figshare,CC BY 4.0 许可)。

【数据集背景】

本数据集源站标题为《Table 10_Spatial transcriptomics reveals the mechanistic role of lactate metabolism in the pancreatic ductal adenocarcinoma microenvironment.xlsx》。配套论文《Pancreatic ductal adenocarcinoma: Emerging therapeutic strategies》发表于 Surgical Oncology(2022),DOI:10.1016/j.suronc.2022.101803。源站首次发布:2026-02-13。

【数据内容】

源站原始描述:BackgroundPancreatic ductal adenocarcinoma (PDAC), an aggressive cancer with poor prognosis, poses major challenges owing to late diagnosis and limited response to current therapies. However, the identification of candidate drugs through multi-omics analyses and therapeutic peptides targeting key molecular pathways may provide improved outcomes. Although lactate metabolism is a critical factor in tumor progression, affecting cell proliferation, metastasis, and immune evasion, its role in PDAC—pa…

【数据结构与技术规格】

文件数 1 个,合计 9.40 KB。Table 10_Spatial transcriptomics reveals the mechanistic role of lactate metabolism in the pancreatic ductal adenocarcinoma microenvironment.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,9.40 KB。数据集 DOI:10.3389/fimmu.2026.1743187.s018。

【主题与分类】

源站学科分类:Genetic Immunology。主题标签:biomarkers、lactatemetabolism、pancreatic ductaladenocarcinoma、prognostic model、spatialtranscriptomics。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Table_10_Spatial_transcriptomics_reveals_the_mechanistic_role_of_lactate_metabolism_in_the_pancreatic_ductal_adenocarcinoma_microenvironment_xlsx/31331269

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Gao, Fan; Tang, Zhe; Lian, Jie; Zhang, Luting (2026). Table 10_Spatial transcriptomics reveals the mechanistic role of lactate metabolism in the pancreatic ductal adenocarcinoma microenvironment.xlsx. Frontiers. Dataset

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Table 10_Spatial transcriptomics reveals the mechanistic role of lactate metabolism in the pancreatic ductal adenocarcinoma microenvironment.xlsx" "https://ndownloader.figshare.com/files/61861633"

文件清单

  • Table 10_Spatial transcriptomics reveals the mechanistic role of lactate metabolism in the pancreatic ductal adenocarcinoma microenvironment.xlsx(9.40 KB)

文件总体积 9.40 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

BackgroundPancreatic ductal adenocarcinoma (PDAC), an aggressive cancer with poor prognosis, poses major challenges owing to late diagnosis and limited response to current therapies. However, the identification of candidate drugs through multi-omics analyses and therapeutic peptides targeting key molecular pathways may provide improved outcomes. Although lactate metabolism is a critical factor in tumor progression, affecting cell proliferation, metastasis, and immune evasion, its role in PDAC—particularly within the tumor microenvironment, remains underexplored.
ObjectivesThis study investigated lactate metabolism in PDAC using high-throughput transcriptomic sequencing and single-cell transcriptomic analysis.
MethodsLactate metabolism–related gene expression was analyzed in tumor cells and their microenvironment, and correlations with patient prognosis were determined. Additionally, a machine learning–based prognostic model was established to identify lactate metabolism biomarkers for early diagnosis and personalized therapy.
ResultsLactate metabolism significantly impacted the survival of patients with PDAC (n = 92; log-rank test, p This study provides insights into PDAC metabolic features and highlights lactate metabolism as a potential therapeutic target. The identified biomarkers could facilitate early diagnosis and improve treatment strategies, ultimately enhancing patient outcomes.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fimmu.2026.1743187.s018(source: https://frontiersin.figshare.com/articles/dataset/Table_10_Spatial_transcriptomics_reveals_the_mechanistic_role_of_lactate_metabolism_in_the_pancreatic_ductal_adenocarcinoma_microenvironment_xlsx/31331269)。

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