Back

Clinical proteomics reveals vulnerabilities in non-invasive breast ductal carcinoma and drives personalized treatment strategies.

Mitsa, G.; Florianova, L.; Lafleur, J.; Aguilar-Mahecha, A.; Zahedi, R. P.; Del Rincon, S. V.; Basik, M.; Borchers, C. H.; Batist, G.

2023-07-12 cancer biology
10.1101/2023.07.11.548580 bioRxiv
Show abstract

Ductal carcinoma in situ (DCIS) is the most common type (80%) of noninvasive breast lesions. The lack of validated prognostic markers, limited patient numbers and variable tissue quality significantly impact diagnosis, risk stratification, patient enrolment, and results of clinical studies. We performed label-free quantitative proteomics on 50 clinical formalin-fixed, paraffin embedded biopsies, validating 22 putative biomarkers from independent genetic studies. Our comprehensive proteomic phenotyping reveals more than 380 differentially expressed proteins and metabolic vulnerabilities, that can inform new therapeutic strategies for DCIS and IDC. Due to the readily druggable nature of proteins and metabolites, this study is of high interest for clinical research and pharmaceutical industry. To further evaluate our findings, and to promote the clinical translation of our study, we developed a highly multiplexed targeted proteomics assay for 90 proteins associated with cancer metabolism, RNA regulation and signature cancer pathways, such as Pi3K/AKT/mTOR and EGFR/RAS/RAF.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Journal of Proteome Research
234 papers in training set
Top 0.2%
22.4%
2
Clinical Proteomics
11 papers in training set
Top 0.1%
11.2%
3
Molecular & Cellular Proteomics
158 papers in training set
Top 0.3%
6.9%
4
PROTEOMICS
43 papers in training set
Top 0.1%
5.6%
5
Nature Communications
5641 papers in training set
Top 29%
4.9%
50% of probability mass above
6
Cancers
213 papers in training set
Top 2%
3.6%
7
Analytical Chemistry
218 papers in training set
Top 1.0%
3.3%
8
Scientific Reports
3612 papers in training set
Top 35%
3.2%
9
Breast Cancer Research
36 papers in training set
Top 0.3%
2.5%
10
Neoplasia
23 papers in training set
Top 0.2%
1.9%
11
Cancer Research Communications
51 papers in training set
Top 0.8%
1.8%
12
Journal of Translational Medicine
57 papers in training set
Top 0.8%
1.7%
13
Frontiers in Oncology
103 papers in training set
Top 3%
1.1%
14
Cancer Research
130 papers in training set
Top 2%
1.1%
15
iScience
1154 papers in training set
Top 24%
1.1%
16
Oncotarget
18 papers in training set
Top 0.3%
1.1%
17
Journal of Proteomics
28 papers in training set
Top 0.4%
1.1%
18
Molecular Systems Biology
162 papers in training set
Top 3%
1.0%
19
International Journal of Molecular Sciences
494 papers in training set
Top 14%
0.9%
20
Molecular Cancer Research
49 papers in training set
Top 1%
0.9%
21
Communications Biology
993 papers in training set
Top 29%
0.9%
22
Molecular Oncology
55 papers in training set
Top 1%
0.9%
23
Journal of the American Society for Mass Spectrometry
37 papers in training set
Top 0.5%
0.6%
24
Cell Reports Medicine
153 papers in training set
Top 5%
0.6%
25
Laboratory Investigation
13 papers in training set
Top 0.3%
0.6%
26
eBioMedicine
183 papers in training set
Top 7%
0.6%
27
Cells
249 papers in training set
Top 8%
0.6%
28
Communications Medicine
113 papers in training set
Top 5%
0.6%