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Record W4410192506 · doi:10.1093/jbmrpl/ziaf079

Cathepsin K inhibitors promote osteoclast-osteoblast communication and engagement of osteogenesis

2025· article· en· W4410192506 on OpenAlexafffund
Preety Panwar, Jacob Bastholm Olesen, Jean‐Marie Delaissé, Kent Søe, Dieter Brömme

Bibliographic record

VenueJBMR Plus · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBone Metabolism and Diseases
Canadian institutionsUniversity of British Columbia
FundersCanadian Institutes of Health Research
KeywordsCathepsin KOsteoclastOsteoblastCathepsinChemistryCancer researchCell biologyBiochemistryMedicineBiologyEnzymeReceptor

Abstract

fetched live from OpenAlex

Cathepsin K inhibitors are well known for their inhibitory activity against bone resorption but were also reported to preserve bone formation in clinical trials, in contrast with other bone resorption antagonists. Here, we show cathepsin K inhibitors favor the crosstalk between osteoclasts and osteoblasts and help engaging the osteogenic process required for proper bone remodeling. Therefore, we used a novel approach, co-culturing human osteoclasts and osteoblast lineage cells on bone slices and monitoring through time-lapse their response to an active site (odanacatib) or an ectosteric (T06) cathepsin K inhibitor. Both inhibitors prevent the shift from pit to trench resorption mode and thus lead to a marked increase in pit-eroded surface lined with undigested collagen. Importantly, pit-eroded surfaces prove to receive significantly more and longer visits of osteoblast lineage cells. Furthermore, resorption achieved under CatK inhibition promotes osteoblast differentiation as shown by upregulation of alkaline phosphatase and type 1 collagen, and down regulation of RANKL. We propose a model where high cathepsin K activity levels lead to both aggressive bone resorption and compromised bone formation, and where low cathepsin K levels result in both slower resorption and faster initiation of formation. This model fits the current knowledge on the effect of collagen/collagenolysis on osteoclast activity and osteoblast chemotaxis. The combined effects of cathepsin K on resorption and formation render cathepsin K inhibitors unique tools to prevent bone loss. They stress the clinical interest of developing ectosteric inhibitors that may not have the side effects of active site inhibitors.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.250
Teacher spread0.243 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes2
Has abstractyes

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