Ivan Denisovich Antipenko, Darya Mikhailovna Olkhovik, Olga Nikolaevna Solopova, Gulfia Amirovna Khayretdinova, Olga Sergeevna Kalacheva, Julia Alekseevna Makarova, Maxim Yurievich Shkurnikov
{"title":"LDLR、LDLRAP1和PCSK9基因表达在三阴性乳腺癌中的预后意义","authors":"Ivan Denisovich Antipenko, Darya Mikhailovna Olkhovik, Olga Nikolaevna Solopova, Gulfia Amirovna Khayretdinova, Olga Sergeevna Kalacheva, Julia Alekseevna Makarova, Maxim Yurievich Shkurnikov","doi":"10.2174/0109298673291217241219055416","DOIUrl":null,"url":null,"abstract":"<p><strong>Aims: </strong>The purpose of this study was to investigate the prognostic significance of cholesterol uptake genes in predicting the survival of breast cancer patients.</p><p><strong>Background: </strong>Cholesterol plays a crucial role in the homeostasis of tumor cells. It is known that cholesterol levels can influence important parameters of the disease, such as sensitivity to therapy, progression, and metastasis of cancer. Previous studies suggest that breast cancer subtypes exhibit differences in metabolism.</p><p><strong>Objective: </strong>The objectives of this study were to determine whether cholesterol uptake genes have prognostic significance for overall survival in breast cancer patients, evaluate if this prognostic significance varies between breast cancer subtypes, and identify differences in the expression of cholesterol uptake genes among these subtypes.</p><p><strong>Methods: </strong>Data from mRNA sequencing of tumors from the Cancer Genome Atlas (TCGA) portal were analyzed. Tumors were classified into molecular subtypes, and the prognostic significance of cholesterol uptake gene expression levels was evaluated for each subtype. DESeq2 and Fisher's test were used to assess differences in gene expression.</p><p><strong>Results: </strong>High expression levels of genes involved in de novo cholesterol synthesis were associated with poor prognosis for the Basal-like and Luminal A breast cancer subtypes. The prognostic significance of low-density lipoprotein receptor (LDLR), LDLR adapter protein 1 (LDLRAP1), and proprotein convertase subtilisin/kexin type 9 (PCSK9), which are responsible for exogenous cholesterol uptake, varied across subtypes. Specifically, low expression of LDLR was associated with a favorable prognosis for the luminal A (OR = 2.17; FDR = 0.0048) and luminal B (OR = 2.21; FDR = 0.015) subtypes but indicated poor prognosis in the basal-like subtype (OR = 0.48; FDR = 0.05). No genes were significant for prognosis prediction in the HER2-positive subtype. The HER2+ subtype exhibited higher expression of cholesterol uptake genes compared to the basal-like subtype based on the analysis of tumor mRNA sequencing (OR = 6.45, p-value = 3.07E-05). This finding was also confirmed through the study of publicly available single-cell sequencing data (OR = 40.3, p-value = 2.19e-07), which may contribute to the differences in their prognostic significance.</p><p><strong>Conclusion: </strong>The prognostic significance of cholesterol uptake gene expression varies among breast cancer subtypes. Precise fitting of biomarkers into breast cancer subtypes may aid in more accurate patient stratification and improve treatment approaches.</p>","PeriodicalId":10984,"journal":{"name":"Current medicinal chemistry","volume":" ","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Expression of the LDLR, LDLRAP1, and PCSK9 Genes has Prognostic Significance in Triple-negative Breast Cancer.\",\"authors\":\"Ivan Denisovich Antipenko, Darya Mikhailovna Olkhovik, Olga Nikolaevna Solopova, Gulfia Amirovna Khayretdinova, Olga Sergeevna Kalacheva, Julia Alekseevna Makarova, Maxim Yurievich Shkurnikov\",\"doi\":\"10.2174/0109298673291217241219055416\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Aims: </strong>The purpose of this study was to investigate the prognostic significance of cholesterol uptake genes in predicting the survival of breast cancer patients.</p><p><strong>Background: </strong>Cholesterol plays a crucial role in the homeostasis of tumor cells. It is known that cholesterol levels can influence important parameters of the disease, such as sensitivity to therapy, progression, and metastasis of cancer. Previous studies suggest that breast cancer subtypes exhibit differences in metabolism.</p><p><strong>Objective: </strong>The objectives of this study were to determine whether cholesterol uptake genes have prognostic significance for overall survival in breast cancer patients, evaluate if this prognostic significance varies between breast cancer subtypes, and identify differences in the expression of cholesterol uptake genes among these subtypes.</p><p><strong>Methods: </strong>Data from mRNA sequencing of tumors from the Cancer Genome Atlas (TCGA) portal were analyzed. Tumors were classified into molecular subtypes, and the prognostic significance of cholesterol uptake gene expression levels was evaluated for each subtype. DESeq2 and Fisher's test were used to assess differences in gene expression.</p><p><strong>Results: </strong>High expression levels of genes involved in de novo cholesterol synthesis were associated with poor prognosis for the Basal-like and Luminal A breast cancer subtypes. The prognostic significance of low-density lipoprotein receptor (LDLR), LDLR adapter protein 1 (LDLRAP1), and proprotein convertase subtilisin/kexin type 9 (PCSK9), which are responsible for exogenous cholesterol uptake, varied across subtypes. Specifically, low expression of LDLR was associated with a favorable prognosis for the luminal A (OR = 2.17; FDR = 0.0048) and luminal B (OR = 2.21; FDR = 0.015) subtypes but indicated poor prognosis in the basal-like subtype (OR = 0.48; FDR = 0.05). No genes were significant for prognosis prediction in the HER2-positive subtype. The HER2+ subtype exhibited higher expression of cholesterol uptake genes compared to the basal-like subtype based on the analysis of tumor mRNA sequencing (OR = 6.45, p-value = 3.07E-05). This finding was also confirmed through the study of publicly available single-cell sequencing data (OR = 40.3, p-value = 2.19e-07), which may contribute to the differences in their prognostic significance.</p><p><strong>Conclusion: </strong>The prognostic significance of cholesterol uptake gene expression varies among breast cancer subtypes. Precise fitting of biomarkers into breast cancer subtypes may aid in more accurate patient stratification and improve treatment approaches.</p>\",\"PeriodicalId\":10984,\"journal\":{\"name\":\"Current medicinal chemistry\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-01-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current medicinal chemistry\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2174/0109298673291217241219055416\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current medicinal chemistry","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2174/0109298673291217241219055416","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
The Expression of the LDLR, LDLRAP1, and PCSK9 Genes has Prognostic Significance in Triple-negative Breast Cancer.
Aims: The purpose of this study was to investigate the prognostic significance of cholesterol uptake genes in predicting the survival of breast cancer patients.
Background: Cholesterol plays a crucial role in the homeostasis of tumor cells. It is known that cholesterol levels can influence important parameters of the disease, such as sensitivity to therapy, progression, and metastasis of cancer. Previous studies suggest that breast cancer subtypes exhibit differences in metabolism.
Objective: The objectives of this study were to determine whether cholesterol uptake genes have prognostic significance for overall survival in breast cancer patients, evaluate if this prognostic significance varies between breast cancer subtypes, and identify differences in the expression of cholesterol uptake genes among these subtypes.
Methods: Data from mRNA sequencing of tumors from the Cancer Genome Atlas (TCGA) portal were analyzed. Tumors were classified into molecular subtypes, and the prognostic significance of cholesterol uptake gene expression levels was evaluated for each subtype. DESeq2 and Fisher's test were used to assess differences in gene expression.
Results: High expression levels of genes involved in de novo cholesterol synthesis were associated with poor prognosis for the Basal-like and Luminal A breast cancer subtypes. The prognostic significance of low-density lipoprotein receptor (LDLR), LDLR adapter protein 1 (LDLRAP1), and proprotein convertase subtilisin/kexin type 9 (PCSK9), which are responsible for exogenous cholesterol uptake, varied across subtypes. Specifically, low expression of LDLR was associated with a favorable prognosis for the luminal A (OR = 2.17; FDR = 0.0048) and luminal B (OR = 2.21; FDR = 0.015) subtypes but indicated poor prognosis in the basal-like subtype (OR = 0.48; FDR = 0.05). No genes were significant for prognosis prediction in the HER2-positive subtype. The HER2+ subtype exhibited higher expression of cholesterol uptake genes compared to the basal-like subtype based on the analysis of tumor mRNA sequencing (OR = 6.45, p-value = 3.07E-05). This finding was also confirmed through the study of publicly available single-cell sequencing data (OR = 40.3, p-value = 2.19e-07), which may contribute to the differences in their prognostic significance.
Conclusion: The prognostic significance of cholesterol uptake gene expression varies among breast cancer subtypes. Precise fitting of biomarkers into breast cancer subtypes may aid in more accurate patient stratification and improve treatment approaches.
期刊介绍:
Aims & Scope
Current Medicinal Chemistry covers all the latest and outstanding developments in medicinal chemistry and rational drug design. Each issue contains a series of timely in-depth reviews and guest edited thematic issues written by leaders in the field covering a range of the current topics in medicinal chemistry. The journal also publishes reviews on recent patents. Current Medicinal Chemistry is an essential journal for every medicinal chemist who wishes to be kept informed and up-to-date with the latest and most important developments.