Evidence map›Paper›PMID 41963591›Full record

ArticleDiscover oncology2026

Integrative phosphoproteomic analysis reveals co-regulatory phosphorylation networks of rhotekin in cancer progression.

Akhina Palollathil, Althaf Mahin, Athira Perunelly Gopalakrishnan, Alimath Sambreena, Samseera Ummar, Prathik Basthikoppa Shivamurthy, R Ganesan, Manavalan Vijayakumar, Rajesh Raju

Abstract read
In one paragraph

Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Akhina PalollathilCentre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India. akhinap.ciods@yenepoya.edu.in.
Althaf MahinCentre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India.
Athira Perunelly GopalakrishnanCentre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India.
Alimath SambreenaCentre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India.
Samseera UmmarCentre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India.
Prathik Basthikoppa ShivamurthyCentre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India.
R GanesanSchool of Computer Science and Engineering, Vellore Institute of Technology, Chennai, Tamil Nadu, 600127, India.
Manavalan VijayakumarDepartment of Surgical Oncology, Yenepoya Medical College, Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India.
Rajesh RajuCentre for Integrative Omics Data Science (CIODS), Yenepoya (Deemed to be University), Mangalore, Karnataka, 575018, India. rajeshraju@yenepoya.edu.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rhotekin (RTKN), a Rho GTPase effector, promotes the development of malignancies, including breast, gastric, and colon cancers, by enhancing cell proliferation and migration while inhibiting apoptosis. Despite its oncogenic role, the phosphoregulatory network of RTKN remains largely unexplored, with no experimental evidence on its upstream kinases and functional phosphosites. To characterize RTKN-associated phosphorylation dynamics, PubMed-indexed studies were systematically retrieved using predefined MeSH terms to compile large-scale cellular phosphoproteomics datasets. Analysis of 618 quantitative profiling and 179 differential abundance datasets identified 27 Class-I phosphosites in RTKN. Among these, five sites-Ser106, Ser220, Ser520, Ser529, and Ser543 were consistently observed across multiple datasets, suggesting them as predominant sites with potential functional significance. Structural mapping of predominant sites onto the AlphaFold2-predicted model indicated that these sites are located in accessible regions, highlighting their potential susceptibility to kinase-mediated regulation. As these sites represent understudied phosphosites, a robust strategy was employed to identify their functional role by assessing co-regulated phosphosites on other proteins (PsOPs). ACIN1_Ser243, CTNNA1_Ser641, and SHROOM2_Ser1036 were among the top positively co-regulated PsOPs, whereas MICALL1_Ser644, PRP4K_Ser366, and MYO18A_Ser1970 were negatively co-regulated. PsOPs were mainly involved in apoptosis, cell growth, motility, and cytoskeletal reorganization, suggesting potential functional convergence with RTKN. Additionally, phosphorylation at RTKN Ser520 and Ser543 co-occurred across multiple datasets. Moreover, TRPM7 and PAK4 were identified as predicted upstream kinases phosphorylating RTKN at Ser220 and Ser520. Pathway analysis showed involvement of co-regulated proteins in cancer-associated signaling pathways. These findings provide a foundation for future research to elucidate the phosphosite-specific role of RTKN in cancer.

Indexed as

CancerMass spectrometryNervous systemPhosphoproteomicsPhosphorylationPost-translational modifications

Identifiers

PMID41963591
PMCPMC13199527

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.