Advancements in Single-Cell Proteomics and Mass Spectrometry-Based Techniques for Unmasking Cellular Diversity in Triple Negative Breast Cancer

被引:1
|
作者
Nalla, Lakshmi Vineela [1 ]
Kanukolanu, Aarika [2 ]
Yeduvaka, Madhuri [1 ]
Gajula, Siva Nageswara Rao [2 ]
机构
[1] GITAM Deemed Univ, GITAM Sch Pharm, Dept Pharmacol, Visakhapatnam, Andhra Prades, India
[2] GITAM Deemed Univ, GITAM Sch Pharm, Dept Pharmaceut Anal, Visakhapatnam, Andhra Prades, India
关键词
intratumoral heterogeneity; mass spectrometry; multi-omics platform; single-cell proteomics; triple-negative breast cancer; HIGH-RESOLUTION; LC-MS/MS; SAMPLE PREPARATION; RNA-SEQ; EXPRESSION; IDENTIFICATION; PROTEINS; SUBTYPES; TISSUE; QUANTIFICATION;
D O I
10.1002/prca.202400101
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundTriple-negative breast cancer (TNBC) is an aggressive and complex subtype of breast cancer characterized by a lack of targeted treatment options. Intratumoral heterogeneity significantly drives disease progression and complicates therapeutic responses, necessitating advanced analytical approaches to understand its underlying biology. This review aims to explore the advancements in single-cell proteomics and their application in uncovering cellular diversity in TNBC. It highlights innovations in sample preparation, mass spectrometry-based techniques, and the potential for integrating proteomics into multi-omics platforms.MethodsThe review discusses the combination of improved sample preparation methods and cutting-edge mass spectrometry techniques in single-cell proteomics. It emphasizes the challenges associated with protein analysis, such as the inability to amplify proteins akin to transcripts, and examines strategies to overcome these limitations.ResultsSingle-cell proteomics provides a direct link to phenotype and cell behavior, complementing transcriptomic approaches and offering new insights into the mechanisms driving TNBC. The integration of advanced techniques has enabled deeper exploration of cellular heterogeneity and disease mechanisms.ConclusionDespite the challenges, single-cell proteomics holds immense potential to evolve into a high-throughput and scalable multi-omics platform. Addressing existing hurdles will enable deeper biological insights, ultimately enhancing the diagnosis and treatment of TNBC.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Single-cell proteomics by mass spectrometry: Advances and implications in cancer research
    Tan, Yong Chiang
    Low, Teck Yew
    Lee, Pey Yee
    Lim, Lay Cheng
    PROTEOMICS, 2024, 24 (12-13)
  • [22] Recent Progress in Mass Spectrometry-Based Single-Cell Metabolic Analysis
    Sun, Xuming
    Yu, Yi
    Qian, Kun
    Wang, Jiayi
    Huang, Lin
    SMALL METHODS, 2024, 8 (03)
  • [23] Advancements in mass spectrometry-based proteomics: a new era in pathology research and diagnostics
    Werner, Tilman
    Fahrner, Matthias
    Schilling, Oliver
    PATHOLOGIE, 2024, 45 (SUPPL1): : 56 - 62
  • [24] Using Breast Milk to Assess Breast Cancer Risk: The Role of Mass Spectrometry-Based Proteomics
    Schneider, Sallie S.
    Aslebagh, Roshanak
    Wetie, Armand G. Ngounou
    Sturgeon, Susan R.
    Darie, Costel C.
    Arcaro, Kathleen F.
    ADVANCEMENTS OF MASS SPECTROMETRY IN BIOMEDICAL RESEARCH, 2014, 806 : 399 - 408
  • [25] Mass Spectrometry-based Proteomics of Human Breast Milk to Identify Potential Breast Cancer Biomarkers
    Aslebagh, Roshanak
    Channaveerappa, Devika
    Arcaro, Kathleen F.
    Darie, Costel C.
    MOLECULAR & CELLULAR PROTEOMICS, 2017, 16 (08) : S21 - S21
  • [26] Combinatorial Electrophoresis and Mass Spectrometry-Based Proteomics in Breast Milk for Breast Cancer Biomarker Discovery
    Aslebagh, Roshanak
    Channaveerappa, Devika
    Pentecost, Brian T.
    Arcaro, Kathleen F.
    Darie, Costel C.
    ADVANCEMENTS OF MASS SPECTROMETRY IN BIOMEDICAL RESEARCH, 2ND EDITION, 2019, 1140 : 451 - 467
  • [27] Mass spectrometry-based profiling of lysine acetylation and arginine methylation for biomarker discovery in triple negative breast cancer
    Schunter, Alissa J.
    Gu, Hongbo
    Ren, Jian Min
    Yang, Vicky
    Stokes, Matthew P.
    CANCER RESEARCH, 2018, 78 (13)
  • [28] Fiber type diversity in skeletal muscle explored by mass spectrometry-based single fiber proteomics
    Schiaffino, Stefano
    Reggiani, Carlo
    Murgia, Marta
    HISTOLOGY AND HISTOPATHOLOGY, 2020, 35 (03) : 239 - 246
  • [29] Mass spectrometry-based proteomics of single cells and organoids: The new generation of cancer research
    Ntwali, P. V. Migisha
    Heo, Chae Eun
    Han, Jong Yoon
    Chae, Soo Yeon
    Kim, Minji
    Vu, Hung M.
    Kim, Min-Sik
    Kim, Hugh I.
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2020, 130
  • [30] Recent advances in mass spectrometry-based proteomics of gastric cancer
    Changwon Kang
    Yejin Lee
    J Eugene Lee
    World Journal of Gastroenterology, 2016, 22 (37) : 8283 - 8293