Evidence map›Paper›PMID 35296002›Full record

ArticleFrontiers in oncology2022

Genomic And Tumor Microenvironment Differences Between Cell Cycle Progression Pathway Altered/Non-Altered Patients With Lung Adenocarcinoma.

Guangyao Shan, Guoshu Bi, Yunyi Bian, Besskaya Valeria, Dejun Zeng, Huan Zhang, Guangyu Yao, Yi Zhang, Hong Fan, Cheng Zhan

Open access · goldAbstract read
In one paragraph

Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.3field-weighted citation impact, top 11% 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

6 citing papers in PubMed, 12 citations in OpenAlex.

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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

10 authors at 4 institutions in 1 country.

Guangyao ShanDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Guoshu BiDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Yunyi BianDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Besskaya ValeriaDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Dejun ZengDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Huan ZhangDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Guangyu YaoDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Yi ZhangDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Hong FanDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University (Xiamen Branch), Xiamen, China.
Cheng ZhanDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
Fudan University · CNSun Yat-sen University · CNZhongshan Hospital · CNZhongshan Hospital of Xiamen University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Identified as a hallmark of cancer, the dysregulated cell cycle progression plays an important role in the promotion and progression of lung adenocarcinoma (LUAD). However, the genomic and microenvironment differences between cell cycle progression pathway altered/non-altered LUAD patients remain to be elucidated. Materials and Methods: Data of this study were obtained from The Cancer Genome Atlas (TCGA), including simple nucleotide variation, copy number variation (CNV), RNA-seq gene expression, miRNA expression, survival, and clinical information. Besides, 34 LUAD samples from our institution were used as a validation cohort. Differentially expressed genes (DEGs), enrichment analysis, and immune cell infiltration were detected. At last, we built a LASSO-binary Logistic regression model to predict the cell-cycle-related gene mutation (CDKN2A, CCND1, CDK4, CCNE1, and RB1) in LUAD patients and further verified it in the samples from our institution. Results: Based on the cell cycle progression pathway status, the LUAD patients were divided into the mutation (n=322) and wild (n=46) groups. Compared to the wild group, the mutation group had a higher mutational load and CNV. Among the 16684 protein-coding genes analyzed, 302 were upregulated, and 354 were downregulated in the mutation group. Enrichment analysis indicated that these DEGs were closely related to metabolism items. After performing immune cell infiltration analysis of 22 immune cells, we found the proportion of 5 immune cells such as monocytes (P<0.01) and dendritic cells (P<0.01) were higher in the wild group. Finally, a cell-cycle-related 15-signature model was built by LASSO-Logistic regression analysis, which could predict the cell cycle progression pathway-related gene mutation (CDKN2A, CCND1, CDK4, CCNE1, and RB1) in LUAD patients. The validation cohorts showed the sensitivity and specificity of this model were 0.667 and 0.929, respectively. Conclusion: The genomic and microenvironment characteristics differed between the cell cycle progression pathway altered/non-altered patients with LUAD. Our findings may provide new insight into personalized treatment for LUAD patients.

Indexed as

cell cyclelung adenocarcinomamedical informaticsRNA-seqtumor microenvironment

Identifiers

PMID35296002
PMCPMC8919059
OpenAlexW4220822847

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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.