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Unveiling Carbonic Anhydrase VIII, X, XI Expression in Cancer and Neurological Diseases Through Integrated Bioinformatics Approaches.

Overview

Authors: Ratul Bhowmik1, Rajarshi Ray1, Ashok Aspatwar1
  1. Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
Institutions: Tampere University (Finland)
Journal: Bioinformatics and biology insights, volume 20, article 11779322261475822
Dates: received 30 March 2026; accepted 23 July 2026; published online 3 August 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1177/11779322261475822 · PMID 42553410 · PMCID PMC13434096 · OpenAlex W7172327934
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: human (organism), other condition (population), cellular / molecular (subfield)
Methods: Smoothing, state filtering, decompositions, Machine learning, Connectivity
Keywords: carbonic anhydrases, carbonic anhydrases related proteins, cancer, neurological diseases, transcription factors, biomarkers, biological networks, RASAR
Topic: Enzyme function and inhibition (Molecular Biology, Biochemistry, Genetics and Molecular Biology), according to OpenAlex
Citations: not cited yet (Europe PMC); 31 references in the paper

Abstract

Carbonic anhydrases are metalloenzymes found both in vertebrates and invertebrates. The CAs catalyze the reversible hydration of CO2 to bicarbonate and H+ ions and play a significant role in respiration, transport of CO2, pH homeostasis, electrolyte secretion, and biosynthetic reactions. The enzymatic activity of CAs is due to the coordination of Zn2+ in the active site by three histidine residues; however, in humans, there are three CAs known as CA-related proteins (CARPs) that are catalytically inactive due to the absence of one or more of the three histidine residues required for the coordination of the Zn2+ in the active site. Studies have shown that CARPs are expressed in all parts of the brain and are overexpressed in some cancers suggesting that the CARPs play a crucial role in neurological disorders and the development of cancer. However, the precise physiological roles of CARPs are still an enigma. In this study, we present a comprehensive biological workflow that employs various machine learning methodologies and statistical procedures to assess the similarity across CARPs by evaluating shared biological parameters. This approach enabled us to identify potential biomarkers, including transcription factors, co-expressed genes, and phenotypes, that may influence the expression of CARPs within disease pathways. Furthermore, we proposed a computational human health model by analyzing drugs and chemical candidates to prioritize compounds that may modulate regulatory networks associated with CARPs. These computational analyses identified candidate compounds for future experimental investigation in the context of neurological disorders and cancer.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

Zenodo 12796528

License: CC-BY-4.0
State: the link answers, verified on 26 September 2026
Evidence: files inventoried
Languages: Jupyter (1)
Size: 29 files, 1 script
Software Heritage: not checked
Found in: “Data Availability Statement”
Holds: 1 notebook
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 26 September 2026: the link answers (HTTP 200)
  • 26 September 2026: the link answers (HTTP 200)

The paper's code and data availability statement is in the Data section.

Tracing map

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  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
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Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data Availability Statement

The datasets used to develop the workflow for this manuscript, along with the Python script and obtained results, are provided in the following Zenodo repository: https://zenodo.org/records/12796528.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, pages, dates, 3 authors, 8 keywords, 30 references.

Cite

This paper

Bhowmik, R., Ray, R., & Aspatwar, A. (2026). Unveiling Carbonic Anhydrase VIII, X, XI Expression in Cancer and Neurological Diseases Through Integrated Bioinformatics Approaches. Bioinformatics and biology insights, 20, 11779322261475822. https://doi.org/10.1177/11779322261475822

BibTeX

@article{bhowmik2026unveiling,
author = {Bhowmik, Ratul and Ray, Rajarshi and Aspatwar, Ashok},
title = {{Unveiling Carbonic Anhydrase VIII, X, XI Expression in Cancer and Neurological Diseases Through Integrated Bioinformatics Approaches}},
journal = {Bioinformatics and biology insights},
year = {2026},
month = aug,
volume = {20},
pages = {11779322261475822},
publisher = {SAGE Publications},
issn = {1177-9322},
doi = {10.1177/11779322261475822},
url = {https://doi.org/10.1177/11779322261475822},
pmid = {42553410},
pmcid = {PMC13434096}
}

RIS

TY - JOUR
AU - Bhowmik, Ratul
AU - Ray, Rajarshi
AU - Aspatwar, Ashok
TI - Unveiling Carbonic Anhydrase VIII, X, XI Expression in Cancer and Neurological Diseases Through Integrated Bioinformatics Approaches
T2 - Bioinformatics and biology insights
J2 - Bioinform Biol Insights
PY - 2026
DA - 2026/08/03
VL - 20
SP - 11779322261475822
SN - 1177-9322
PB - SAGE Publications
DO - 10.1177/11779322261475822
UR - https://doi.org/10.1177/11779322261475822
LA - en
ER -

CSL-JSON

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