Targeting Msx2 as a brake in the fusion fate of osteoclasts and an anabolic therapy in pre-clinical models of osteoporosis
Open accessAbstract
Highly conserved homeobox genes are closely related to bone formation during embryogenesis, while their role in adult bone resorption remains unclear. In this study, we found that the homeobox gene MSX2 actively participates bone metabolism. Myeloid-specific Msx2 deficiency safeguards bone mass under physiological and pathological conditions. Loss of Msx2 acts as a “brake” in the fusion fate of osteoclasts, resulting in a larger population of pre-osteoclasts. Pre-osteoclasts secrete platelet-derived growth factor-BB (PDGF-BB), which promotes angiogenesis-mediated bone formation. Mechanistically, MSX2 directly binds to the vital osteoclastogenic transcription factor PU.1 and protects it from FBXW7-mediated ubiquitination degradation. Msx2 and Fbxw7 double knockout mitigated the protective effect of MSX2 deficiency on bone mass. Finally, we identified a natural compound, morusinol, that specifically destroys the combination of MSX2 and PU.1, promoting PU.1 degradation and attenuating ovariectomy-induced bone loss. Overall, our results demonstrate that targeting Msx2 is a promising anabolic therapy for osteoporosis. Here, the authors show that Msx2 deficiency prevents osteoclast fusion and enhances type H vessel- mediated osteogenesis. Mechanically, MSX2 protects PU.1 from FBXW7 mediated degradation and targeting Msx2 serves as an anabolic therapy in pre-clinical models of osteoporosis.
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Written from the paper’s full text.
TL;DR
Myeloid-specific Msx2 loss increases bone mass by blocking pre-osteoclast fusion, expanding PDGF-BB–secreting pre-osteoclasts and coupling angiogenesis to bone formation. MSX2 protects PU.1 from FBXW7-mediated ubiquitination, and morusinol disrupts this interaction to attenuate ovariectomy-induced bone loss in mice.
Key findings
- Myeloid Msx2 deficiency increased bone mass in 3-month-old female and male mice, with higher BV/TV, Tb.N, and Ct.Th and lower Tb.Sp; total TRAP+ cells were comparable, but multinuclear TRAP+ cells were lower and mononuclear TRAP+ cells higher, indicating impaired pre-osteoclast fusion.
- Msx2 cKO pre-osteoclasts secreted more PDGF-BB, and Msx2 cKO mice had more PDGF-BB+ TRAP+ cells, increased H-type vessels (CD31hi EMCNhi), higher OCN+ cells, MAR, and BFR/BS.
- Mechanistically, MSX2 directly bound PU.1 and sheltered PU.1-Ser41 and Ser142 from FBXW7 recognition, reducing PU.1 ubiquitination/degradation; Msx2/Fbxw7 double knockout restored PU.1, osteoclast fusion, and bone resorption and blunted the Msx2 cKO bone phenotype.
- Morusinol was identified from high-throughput virtual screening of ~20,000 natural compounds; it disrupted the MSX2-PU.1 complex, promoted PU.1 degradation, and in OVX mice treated with 30 mg/kg/day for 6 weeks rescued BV/TV, Tb.Th, Ct.Th, reduced Tb.Sp, and lowered serum CTX-1.
Methods
- Conditional mouse models: Msx2f/f × LysM-Cre (myeloid Msx2 cKO), Fbxw7f/f × LysM-Cre, and Msx2/Fbxw7 double knockout; 3-month-old female and male mice were analyzed, and 8-week-old female mice underwent sham or bilateral ovariectomy.
- Bone and cellular assays: Micro-CT, TRAP staining, histomorphometry, immunofluorescence, angiography, flow cytometry, calcein double labeling, in vitro osteoclastogenesis from BMMs, bone slice resorption, cell-cell fusion, HUVEC tube formation/wound healing, and BMSC osteogenesis.
- Molecular and drug studies: Co-IP, ubiquitination assays, cycloheximide/MG132/CQ treatments, plasmid transfection and adenovirus infection, molecular docking, HTVS with XP GScore and MM-GBSA, and morusinol treatment in vitro and in OVX mice.
Limitations
- The paper states that osteoblast-specific Msx2 knockout and inducible gene knockout systems are still needed to characterize MSX2’s effect on bone mass more precisely.
- The paper states that it cannot completely rule out direct transcriptional effects of MSX2 on fusion-related genes, and cannot completely exclude polypharmacology of morusinol.
- Evident from the text: all in vivo therapeutic testing is in mouse pre-clinical models, with no human clinical data reported.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
30 of 53 cited sources checked · 15 supported · 1 flagged · accuracy not yet measured
- Premisecitation
Pre-osteoclasts secrete PDGF-BB, which promotes angiogenesis-mediated bone formation.
“Pre-osteoclasts secrete platelet-derived growth factor-BB (PDGF-BB), which promotes angiogenesis-mediated bone formation.”
- Also stated in: § Introduction · plain
“Tartrate-resistant acid phosphatase-positive (TRAP+) mono-nuclear preosteoclasts secrete platelet-derived growth factor-BB (PDGF-BB), which enhances H-type vessel (EMCNhi CD31hi) formation and eventually stimulates osteogenesis11.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [11] Xie, H., et al. PDGF-BB secreted by preosteoclasts induces angiogenesis during coupling with osteogenesis. Nat. Med. 20, 1270–1278 (2014). source
- Also stated in: § Introduction · plain
- Findingown data
Crossing PMOP DEGs and osteoporosis genes with 298 homeobox genes found 11 potential target genes.
“we crossed differentially expressed genes from GSE230665 (RNA-Seq datasets compares PMOP bones with postmenopausal healthy bones, |logFC| > 0.8, p < 0.05)25 and osteoporosis-related genes from GeneCards database (score > 1) with 298 homeobox genes and found 11 potential target genes (Supplementary Fig. 1a).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [25] Xie, L. et al. Comparisons of gene expression between peripheral blood mononuclear cells and bone tissue in osteoporosis. Medicine 102, E33829 (2023). source
The cited paper identifies GSE230665 as one of its publicly available datasets and reports bone-tissue DEGs between women with osteoporosis and healthy controls (Methods §§2.1–2.2; Results §3.1). But Methods §§2.2–2.3 describe microarray data, not RNA-seq, and use fold change >2.0 rather than the citing sentence’s |logFC| >0.8 cutoff. The crossing with homeobox genes and the 11 targets are presented as the citing authors’ own analysis, not as a finding attributed to this source. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Findingown data
FBXW7 is a potential E3 ubiquitin ligase related to PU.1.
“To investigate whether this combination affected PU.1 degradation, we searched for the potential E3 ubiquitin ligases related to PU.1 using UbiBrowser and found FBXW728.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [28] Wang, X. et al. UbiBrowser 2.0: a comprehensive resource for proteome-wide known and predicted ubiquitin ligase/deubiquitinase-substrate interactions in eukaryotic species. Nucleic Acids Res. 50, D719–D728 (2022). source
The Enhanced User Interface case study shows that UbiBrowser 2.0 can be searched for potential E3 ligases of a protein, supporting the cited method. Our copy does not identify FBXW7 as a potential E3 ligase for PU.1; searches for FBXW7, PU.1, and SPI1 did not find that pairing. The specific finding is presented as the citing authors’ own search result, not a finding reported in this paper. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingown data
Three loci in PU.1 match FBXW7 phosphodegron motifs.
“Specifically, we analyzed the amino acid sequence of PU.1 and found three loci in accordance with the FBXW7 phosphodegron motifs (S/TxxxS/T), which was consistent with a previous study29 (Fig. 4f).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [29] Mishra, M. et al. FBW7 inhibits myeloid differentiation in acute myeloid Leukemia via GSK3-dependent ubiquitination of PU.1. Mol. Cancer Res. 19, 261–273 (2021). source
- Findingown data
Morusinol specifically destroys the combination of MSX2 and PU.1.
“Finally, we identified a natural compound, morusinol, that specifically destroys the combination of MSX2 and PU.1, promoting PU.1 degradation and attenuating ovariectomy-induced bone loss.”
Quote in the paperSubstantial claim
- Findingnone given
Msx2 and Fbxw7 double knockout mitigated the protective effect of MSX2 deficiency on bone mass.
“Msx2 and Fbxw7 double knockout mitigated the protective effect of MSX2 deficiency on bone mass.”
Quote in the paperSubstantial claim - Findingown data
Morusinol attenuates ovariectomy-induced bone loss.
“Finally, we identified a natural compound, morusinol, that specifically destroys the combination of MSX2 and PU.1, promoting PU.1 degradation and attenuating ovariectomy-induced bone loss.”
Quote in the paperSubstantial claim - Findingown data
Morusinol promotes PU.1 degradation.
“Finally, we identified a natural compound, morusinol, that specifically destroys the combination of MSX2 and PU.1, promoting PU.1 degradation and attenuating ovariectomy-induced bone loss.”
Quote in the paperSubstantial claim - Findingown data
MSX2 actively participates in bone metabolism.
“In this study, we found that the homeobox gene MSX2 actively participates bone metabolism.”
Quote in the paperSubstantial claim - Findingown data
MSX2 directly binds to PU.1 and protects it from FBXW7-mediated ubiquitination degradation.
“Mechanistically, MSX2 directly binds to the vital osteoclastogenic transcription factor PU.1 and protects it from FBXW7-mediated ubiquitination degradation.”
- Also stated in: § Introduction · plain
“Mechanistically, MSX2 directly binds to PU.1 and protects it from FBXW7-mediated ubiquitination and degradation.”
Quote in the paperSubstantial claim - Also stated in: § Introduction · plain
- Findingown data
MSX2 plays a central role in PMOP.
“Here, we found that msh homeobox 2 (MSX2) plays a central role in PMOP.”
Quote in the paperSubstantial claim- Rests on an assumption: The current understanding of the role of homeobox genes in PMOP and osteoclastogenesis is superficial and scattered, and the hub homeobox genes that regulate PMOP remain unclear.
- Rests on an assumption: The direct role of Msx2 in osteoclasts/osteoclastogenesis lacks solid evidence and its underlying mechanism remains unclear.
- Findingown data
Bone mass of 3-month-old female Msx2 cKO mice was higher than controls.
“The bone mass of 3-month-old female Msx2 cKO mice was higher than that of Msx2f/f controls (Fig. 1a).”
Quote in the paperSubstantial claim - Findingown data
Total TRAP-positive cells were comparable between Msx2 cKO and controls.
“Although TRAP staining showed comparable numbers of total TRAP-positive cells between Msx2 cKO mice and controls, the number of multi-nuclear TRAP-positive cells was lower, and that of mononuclear TRAP-positive cells was higher in the Msx2 cKO group (Fig. 1c, d).”
Quote in the paperSubstantial claim - Findingown data
Msx2 cKO cells expressed lower levels of Cd9, Cd44, Cd47, Dcstamp, and Ocstamp.
“Moreover, we examined genes related to osteoclast fusion and found Msx2 cKO cells expressed lower levels of Cd9, Cd44, Cd47, Dcstamp, and Ocstamp, which was consistent with their impaired fusion ability (Fig. 1o).”
Quote in the paperSubstantial claim - Findingown data
More PDGF-BB+ TRAP+ cells were found in Msx2 cKO mice.
“Therefore, we performed immunofluorescence staining and found more PDGF-BB+ TRAP+ cells in Msx2 cKO mice (Fig. 2k, l).”
Quote in the paperSubstantial claim - Findingown data
Multi-nuclear TRAP-positive cells were lower in Msx2 cKO.
“Although TRAP staining showed comparable numbers of total TRAP-positive cells between Msx2 cKO mice and controls, the number of multi-nuclear TRAP-positive cells was lower, and that of mononuclear TRAP-positive cells was higher in the Msx2 cKO group (Fig. 1c, d).”
Quote in the paperSubstantial claim - Findingown data
MSX2+ CTSK+ cell number was higher in OVX group than sham.
“As shown in Supplementary Fig. 1c, d, MSX2+ CTSK+ cell number was significantly higher in the OVX group than in the sham group.”
Quote in the paperSubstantial claim - Findingown data
Osteogenic ability of BMSCs was not affected by myeloid Msx2 cKO.
“The osteogenic ability of bone marrow mesenchymal stem cells (BMSCs) was not affected by myeloid Msx2 conditional knockout (Supplementary Fig. 3i).”
Quote in the paperSubstantial claim - Findingown data
PPI network analysis suggested MSX2 and IRX3 are hub genes.
“PPI network analysis suggested that MSX2 and IRX3 are hub genes (Supplementary Fig. 1b).”
Quote in the paperSubstantial claim - Findingown data
Mononuclear TRAP-positive cells were higher in Msx2 cKO.
“Although TRAP staining showed comparable numbers of total TRAP-positive cells between Msx2 cKO mice and controls, the number of multi-nuclear TRAP-positive cells was lower, and that of mononuclear TRAP-positive cells was higher in the Msx2 cKO group (Fig. 1c, d).”
Quote in the paperSubstantial claim - Findingreasoning
Msx2 and Fbxw7 double conditional knockout mice exhibit recovery of bone resorption and osteoclastogenesis.
“Msx2 and Fbxw7 double conditional knockout mice exhibit recovery of bone resorption and osteoclastogenesis.”
Quote in the paperSubstantial claim - Findingown data
Msx2 cKO cells did not develop mature multinuclear TRAP+ osteoclasts on day 6.
“However, cells from Msx2 cKO mice did not develop mature multi-nuclear TRAP+ osteoclasts on day 6, suggesting that the fusion stage of osteoclastogenesis was impaired (Fig. 1f, g).”
Quote in the paperSubstantial claim - Findingown data
More CD31hi EMCNhi endothelial cells were detected in bone marrow of Msx2 cKO mice.
“Flow cytometry further supported our finding that more CD31hi EMCNhi endothelial cells were detected in the bone marrow of Msx2 cKO mice (Fig. 2i, j).”
Quote in the paperSubstantial claim - Findingown data
H-type vessel number was increased in Msx2 cKO mice.
“The number of H-type vessels (CD31hi EMCNhi) was also increased (Fig. 2g, h).”
Quote in the paperSubstantial claim - Findingown data
No significant changes in osteogenesis when wild-type BMSCs treated with conditioned media from Msx2 cKO and control pre-osteoclasts.
“Moreover, no significant changes in osteogenesis were observed when wild-type BMSCs were treated with conditioned media from Msx2 cKO and control pre-osteoclasts in vitro (Supplementary Fig. 3j).”
Quote in the paperSubstantial claim - Findingown data
Msx2 cKO cells exhibited reduced fusion events.
“As shown in Fig. 1m, n, Msx2 cKO cells exhibited significantly reduced fusion events.”
Quote in the paperSubstantial claim - Findingown data
Loss of Msx2 in myeloid cells leads to increased bone mass.
“In this study, we showed that the loss of Msx2 in myeloid cells leads to increased bone mass.”
Quote in the paperSubstantial claim - Findingreasoning
Augmented pre-osteoclasts secrete PDGF-BB, enhancing H-type vessel formation and coupling osteogenesis.
“The augmented numbers of pre-osteoclast secrete PDGF-BB, enhancing H-type vessel formation and further coupling osteogenesis.”
Quote in the paperSubstantial claim - Findingown data
Serum CTX-1 levels were downregulated in Msx2 cKO mice.
“Serum CTX-1 levels were also downregulated in Msx2 cKO mice (Fig. 1e).”
Quote in the paperSubstantial claim - Findingown data
Morusinol has therapeutic effects in OVX-induced osteoporosis model.
“The in vivo analysis confirmed the therapeutic effects of morusinol in an ovariectomy (OVX)-induced osteoporosis model.”
Quote in the paperSubstantial claim - Findingown data
PU.1 protein levels are restored by Msx2/Fbxw7 double knockout.
“As expected, PU.1 protein levels were restored by the double knockout (Supplementary Fig. 7a).”
Quote in the paperSubstantial claim - Findingown data
Morusinol reduced the number of osteoclast fusion events.
“Via F-actin staining, we found that morusinol reduced the number of osteoclast fusion events (Fig. 6k, l).”
Quote in the paperSubstantial claim - Findingown data
The number of PDGF-BB and TRAP double-positive cells was increased in Msx2 cKO mice.
“while the number of PDGF-BB and TRAP double-positive cells was increased in Msx2 cKO mice”
Quote in the paperSubstantial claim - Findingown data
Msx2 deficiency resulted in fewer multi-nuclear osteoclasts after OVX.
“Histological analysis revealed that Msx2 deficiency resulted in fewer multi-nuclear osteoclasts”
Quote in the paperSubstantial claim - Findingown data
OCN-positive cells were decreased in dKO mice.
“whereas OCN-positive cells were decreased (Fig. 5d–g).”
Quote in the paperNot a substantial claim - Findingown data
Double knockout significantly reduced the PDGF-BB and TRAP double-positive cell population.
“the double knockout significantly reduced this population (Fig. 5j, k).”
Quote in the paperSubstantial claim - Findingown data
Number of PU.1+ CTSK+ cells was reduced in Msx2 cKO mice.
“To further confirm the reduced PU.1 level in osteoclast in vivo, we labeled PU.1 with osteoclastic marker, CTSK, in bone sections and found the number of PU.1+ CTSK+ cells was significantly reduced in Msx2 cKO mice (Fig. 3l, m).”
Quote in the paperSubstantial claim - Findingown data
Serum CTX-1 levels were reduced in Msx2 cKO mice after OVX.
“and serum CTX-1 levels were also reduced (Supplementary Fig. 8c–e).”
Quote in the paperSubstantial claim - Findingown data
The number of multi-nuclear TRAP-positive cells was recovered in dKO mice.
“bone section staining showed that the number of multi-nuclear TRAP-positive cells was recovered in dKO mice”
Quote in the paperSubstantial claim - Findingown data
Co-IP confirmed direct combination of MSX2 and PU.1 in BMMs and HEK-293T cells.
“The Co-IP assay further confirmed the direct combination of MSX2 and PU.1 in both BMMs and HEK-293T cells (Fig. 4b, c).”
Quote in the paperSubstantial claim - Findingown data
FBXW7 is the only E3 ubiquitination ligase for PU.1 confirmed by literature in UbiBrowser.
“FBXW7 is the only E3 ubiquitination ligase for PU.1 that has been confirmed by literature in UbiBrowser database (Fig. 4d).”
Quote in the paperNot a substantial claim - Findingown data
Double knockout of Msx2 and Fbxw7 partially recovers the normalized number of cell fusion events.
“Additionally, the normalized number of cell fusion events was partially recovered by the double knockout (Supplementary Fig. 7g, h).”
Quote in the paperSubstantial claim - Findingown data
High-throughput virtual screening identified 13 molecules with relatively high affinity for MSX2.
“we identified 13 molecules that showed a relatively high affinity for MSX2”
Quote in the paperSubstantial claim- Rests on an assumption: Natural products generally exhibit extensive polypharmacology.
- Findingown data
Morusinol exerted the strongest suppressive effect on osteoclastogenesis among the tested drugs.
“TRAP staining revealed that morusinol exerted the strongest suppressive effect on osteoclastogenesis (Fig. 6d, e).”
Quote in the paperSubstantial claim - Findingown data
Double knockout of Msx2 and Fbxw7 recovers multi-nuclear TRAP-positive cell numbers in vitro.
“The in vitro osteoclastogenesis assay showed recovery of multi-nuclear TRAP-positive cell numbers (Supplementary Fig. 7c, d).”
Quote in the paperSubstantial claim - Findingown data
Morusinol decreased the number of Hoechst+ DiI+ cells in the fusion assay.
“the morusinol group exhibited significant decreased number of Hoechst+ DiI+ cells (Fig. 6j).”
Quote in the paperSubstantial claim - Findingown data
The proportion of bone loss in Msx2 cKO mice after OVX was 60.3% (from 14.54 ± 1.861% to 5.712 ± 1.224%).
“while the proportion of bone loss in Msx2 cKO mice was 60.3% (from 14.54 ± 1.861% to 5.712 ± 1.224%).”
Quote in the paperSubstantial claim - Findingown data
The bone mass of dKO mice is lower than that of Msx2 cKO mice.
“The bone mass of dKO mice was lower than that of Msx2 cKO mice”
Quote in the paperSubstantial claim - Findingown data
The number of H-type vessels decreased in dKO mice.
“The number of H-type vessels also decreased (Fig. 5h, i).”
Quote in the paperNot a substantial claim - Findingown data
Molecular docking revealed MSX2 sheltered PU.1-Ser41 and Ser142, blocking FBXW7 recognition.
“Molecular docking assays revealed that MSX2 sheltered PU.1-Ser41 and Ser142, blocking their recognition by FBXW7 (Fig. 4g).”
Quote in the paperSubstantial claim - Findingown data
Four molecules could form direct interactions with MSX2, including isosilybin, dehydrodiconiferyl alcohol, lincomycin hydrochloride monohydrate, and morusinol.
“of which four molecules could form direct interactions with MSX2, including isosilybin, dehydrodiconiferyl alcohol, lincomycin hydrochloride monohydrate, and morusinol (Fig. 6a, b).”
Quote in the paperNot a substantial claim - Findingown data
Loss of Fbxw7 promotes osteoclastogenesis both in vivo and in vitro.
“Loss of Fbxw7 promotes osteoclastogenesis both in vivo and in vitro (Supplementary Fig. 6c–f).”
Quote in the paperSubstantial claim - Findingown data
OVX surgery led to a reduction of BV/TV from 8.497 ± 1.412% to 2.508 ± 1.012% (approximately 70.5% loss) in Msx2f/f mice.
“OVX surgery led to a reduction of BV/TV from 8.497 ± 1.412% to 2.508 ± 1.012% (approximately 70.5% loss) in Msx2f/f mice”
Quote in the paperSubstantial claim - Findingown data
Double knockout of Msx2 and Fbxw7 rescues the bone resorptive pit area.
“The bone slice resorption assay indicated that the double knockout rescued the bone resorptive pit area (Supplementary Fig. 7e, f).”
Quote in the paperSubstantial claim - Findingown data
PU.1 protein level is upregulated by Fbxw7 knockout.
“Consistently, PU.1 protein level was upregulated by Fbxw7 knockout (Supplementary Fig. 6g).”
Quote in the paperSubstantial claim - Findingown data
Msx2 Fbxw7 double knockout blunts the bone protective effect of Msx2 deficiency.
“Fig. 5 Msx2 Fbxw7 double knockout blunts the bone protective effect of Msx2 deficiency.”
Quote in the paperSubstantial claim - Findingown data
Morusinol inhibits osteoclast function in a bone resorption assay.
“A bone resorption assay confirmed the inhibitory effect of morusinol on osteoclast function (Fig. 6f, g).”
Quote in the paperSubstantial claim - Findingown data
Bone parameters were altered correspondingly in dKO mice compared with Msx2 cKO mice.
“bone parameters were altered correspondingly (Fig. 5a–c).”
Quote in the paperSubstantial claim - Findingown data
Double knockout of Msx2 and Fbxw7 lowers the ubiquitination level of PU.1.
“The Co-IP assay revealed a lower ubiquitination level of PU.1 by double knockout (Supplementary Fig. 7b).”
Quote in the paperSubstantial claim - Findingown data
The MSX2-PU.1 complex was reduced under morusinol treatment.
“the Co-IP assay indicated that the MSX2-PU.1 complex was reduced under morusinol treatment”
Quote in the paperSubstantial claim - Findingown data
In vitro and in vivo experiments confirmed elevated Msx2 expression in osteoporotic bones and osteoclastogenesis.
“Furthermore, in vitro and in vivo experiments confirmed elevated Msx2 expression in osteoporotic bones and osteoclastogenesis.”
Quote in the paperSubstantial claim - Findingown data
PMOP bone samples showed increased Msx2 expression in osteoclasts.
“In this study, we found that PMOP bone samples showed increased Msx2 expression in osteoclasts”
Quote in the paperSubstantial claim - Findingown data
Morusinol treatment did not affect macrophage development.
“Similar to that in Msx2 cKO mice, morusinol treatment did not affect macrophage development (Supplementary Fig. 10).”
Quote in the paperNot a substantial claim - Findingown data
Fbxw7 deficiency rescues morusinol-mediated osteoclast inhibition.
“we employed morusinol in Fbxw7 cKO cells and found that Fbxw7 deficiency could rescue morusinol-mediated osteoclast inhibition (Supplementary Fig. 9a, b).”
Quote in the paperSubstantial claim - Findingown data
We used expression profiles of PMOP bones to identify 11 osteoporosis-related homeobox genes.
“Here, we used the expression profiles of PMOP bones to identify 11 osteoporosis-related homeobox genes.”
Quote in the paperSubstantial claim - Findingown data
Micro-CT results confirmed beneficial effects of morusinol on bone mass, manifested by rescued BV/TV, Tb.Th, Ct.Th, and reduced Tb.Sp.
“Micro-CT results confirmed the beneficial effects of morusinol on bone mass, manifested by rescued BV/TV, Tb.Th, Ct.Th, and reduced Tb.Sp (Fig. 7b, c).”
Quote in the paperSubstantial claim - Findingown data
Morusinol treatment reversed the OVX-induced trend in multi-nuclear and mono-nuclear osteoclasts.
“whereas morusinol treatment reversed this trend (Fig. 7d, e).”
Quote in the paperSubstantial claim - Findingown data
Osteoclast fusion-related gene expression was suppressed by morusinol.
“Consistently, osteoclast fusion-related gene expression was also suppressed by morusinol (Fig. 6m).”
Quote in the paperSubstantial claim - Findingown data
Expression of fusion-related genes and protein levels of PU.1 and CTSK were recovered in Fbxw7 cKO cells under morusinol.
“Accordingly, the expression of fusion-related genes and the protein level of PU.1 and CTSK were recovered (Supplementary Fig. 9c, d).”
Quote in the paperSubstantial claim - Findingown data
Targeting MSX2 by morusinol prevents bone loss in OVX mice.
“Fig. 7 Targeting MSX2 by morusinol prevents bone loss in OVX mice.”
Quote in the paperSubstantial claim - Findingown data
PPI network analysis indicated MSX2 as a hub gene.
“PPI network analysis indicated MSX2 as a hub gene.”
Quote in the paperSubstantial claim - Findingown data
Morusinol treatment rescued vessel formation in OVX mice.
“whereas morusinol treatment rescued vessel formation (Fig. 7m, n).”
Quote in the paperSubstantial claim - Findingown data
The number of PU.1+ CTSK+ cells was significantly reduced by morusinol in OVX models.
“The number of PU.1+ CTSK+ cells was significantly reduced by morusinol in OVX models”
Quote in the paperSubstantial claim - Findingown data
Ubiquitinated PU.1 was upregulated under morusinol treatment.
“while ubiquitinated PU.1 was upregulated (Fig. 6o, p).”
Quote in the paperSubstantial claim - Findingown data
Morusinol reduced serum CTX-1 concentration in OVX mice.
“Morusinol also reduced serum CTX-1 concentration in OVX mice (Fig. 7f).”
Quote in the paperSubstantial claim - Findingown data
Morusinol significantly reduced beta3-integrin.
“Although morusinol significantly reduced beta3-integrin (Supplementary Fig. 9f)”
Quote in the paperNot a substantial claim - Findingown data
EMCNhi CD31hi vessels were reduced in the OVX group.
“EMCNhi CD31hi vessels were reduced in the OVX group”
Quote in the paperSubstantial claim - Findingreasoning
Key phosphorylation loci of PU.1 (Ser41, Ser142) are sheltered by MSX2, leading to reduced ubiquitination and degradation of PU.1.
“we found that the key phosphorylation loci of PU.1 (Ser41, Ser142) are sheltered by MSX2, leading to reduced ubiquitination and degradation of PU.1.”
Quote in the paperSubstantial claim - Findingnone given
PU.1, rather than MSX2, was predicted to be the common transcription factor of fusion-related genes.
“However, PU.1, rather than MSX2, was predicted to be the common transcription factor of fusion-related genes.”
Quote in the paperSubstantial claim - Findingown data
The expression of classic fusion-related molecules in osteoclastogenesis is downregulated in Msx2 cKO mice.
“In this study, we showed that the expression of classic fusion-related molecules in osteoclastogenesis is downregulated in Msx2 cKO mice.”
Quote in the paperSubstantial claim - Findingreasoning
Angiogenesis-mediated bone formation was enhanced as a secondary effect of osteoclast-specific Msx2 knockout.
“Additionally, we observed that angiogenesis-mediated bone formation was enhanced as a secondary effect of osteoclast-specific Msx2 knockout.”
Quote in the paperNot a substantial claim - Findingown data
MSX2 could regulate PU.1 protein levels without affecting PU.1 mRNA levels.
“Indeed, we found that MSX2 could regulate PU.1 protein levels without affecting PU.1 mRNA levels.”
Quote in the paperSubstantial claim - Interpretationown data
Myeloid-specific Msx2 deficiency safeguards bone mass under physiological and pathological conditions.
“Myeloid-specific Msx2 deficiency safeguards bone mass under physiological and pathological conditions.”
Quote in the paperSubstantial claim - Interpretationown data
Targeting Msx2 is a promising anabolic therapy for osteoporosis.
“Overall, our results demonstrate that targeting Msx2 is a promising anabolic therapy for osteoporosis.”
Quote in the paperSubstantial claim - Interpretationreasoning
MSX2 likely regulates expression of fusion-related genes via PU.1.
“Thus, MSX2 likely regulates the expression of fusion-related genes via PU.1.”
Quote in the paperSubstantial claim- Rests on an assumption: MSX2 serves as a co-transcriptional regulator and affects mRNA expression through other transcription factors.
- Premisecitation
M-CSF and RANKL induce BMMs to proliferate, fuse, and differentiate into multinuclear osteoclasts.
“Induced by macrophage colony-stimulating factor (M-CSF) and receptor activator of nuclear factor-κB ligand (RANKL), bone marrow monocytes/macrophages (BMMs) could proliferate, fuse, and eventually differentiate into multi-nuclear osteoclasts8.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] Elson, A., Anuj, A., Barnea-Zohar, M. & Reuven, N. The origins and formation of bone-resorbing osteoclasts. Bone 164, 116538 (2022). source
- Interpretationown data
Msx2 deficiency improves bone mass by inhibiting pre-osteoclast fusion.
“Taken together, these results indicate that Msx2 deficiency improves bone mass by inhibiting pre-osteoclast fusion.”
Quote in the paperSubstantial claim - Interpretationreasoning
The fusion stage was impaired by Msx2 deficiency.
“As more pre-osteoclasts were detected in Msx2 cKO mice, it was proposed that the fusion stage was impaired by Msx2 deficiency.”
Quote in the paperSubstantial claim - Interpretationown data
MSX2 protects PU.1 from FBXW7-mediated ubiquitination.
“In conclusion, using an Msx2 Fbxw7 double knockout mouse model, we further confirmed that MSX2 protects PU.1 from FBXW7-mediated ubiquitination.”
Quote in the paperSubstantial claim - Interpretationown data
MSX2 served as protector by concealing PU.1-Ser41 and Ser142, preventing PU.1 ubiquitination by FBXW7.
“Overall, MSX2 served as a protector by concealing PU.1-Ser41 and Ser142, thereby preventing PU.1 from being ubiquitinated by FBXW7 (Fig. 4i).”
Quote in the paperSubstantial claim - Interpretationown data
MSX2 binding region in PU.1 is also critical motif for FBXW7 recognition.
“Intriguingly, the MSX2 binding region in PU.1 was also the critical motif responsible for FBXW7 recognition.”
Quote in the paperSubstantial claim - Interpretationown data
MSX2 regulated PU.1 protein degradation mainly through proteasome pathway.
“Protein degradation of PU.1 was prevented by MG132 treatment, while CQ showed no rescue effect, suggesting that MSX2 regulated PU.1 protein degradation mainly through the proteasome pathway (Fig. 3i, j).”
Quote in the paperSubstantial claim - Interpretationown data
The bone protective effects of Msx2 deficiency also exist in the OVX mouse model.
“These results confirmed that the bone protective effects of Msx2 deficiency also exist in the OVX mouse model.”
Quote in the paperSubstantial claim - Interpretationown data
Msx2 deficiency inhibits cell fusion.
“At the cellular level, Msx2 deficiency inhibits cell fusion”
Quote in the paperSubstantial claim - Interpretationown data
Our results confirmed the direct role of MSX2 in osteoclasts and bone homeostasis.
“Although our results confirmed the direct role of MSX2 in osteoclasts and bone homeostasis”
Quote in the paperSubstantial claim - Interpretationreasoning
Msx2 deficiency results in a larger population of pre-osteoclasts.
“and results in a larger population of pre-osteoclasts”
Quote in the paperSubstantial claim - Interpretationown data
Morusinol promotes PU.1 degradation in osteoclasts in vivo.
“indicating morusinol promotes PU.1 degradation in osteoclasts in vivo (Fig. 7g, h).”
Quote in the paperSubstantial claim - Interpretationown data
Msx2 is a critical homeobox gene that modulates bone homeostasis.
“In this study, we identified Msx2 as a critical homeobox gene that modulates bone homeostasis.”
Quote in the paperSubstantial claim - Interpretationreasoning
MSX2 binding sheltered the key motif of PU.1 from FBXW7 recognition.
“MSX2 binding sheltered the key motif of PU.1 from FBXW7 recognition.”
Quote in the paperSubstantial claim - Interpretationreasoning
Myeloid-specific targeting MSX2 is necessary to achieve net anabolic effects.
“myeloid-specific targeting MSX2 is necessary to achieve net anabolic effects (lower part of Fig. 8).”
Quote in the paperSubstantial claim - Interpretationown data
The MSX2-FBXW7 axis is important for the actions of morusinol.
“our results indeed proves that MSX2-FBXW7 axis is important for the actions of morusinol.”
Quote in the paperSubstantial claim - Interpretationreasoning
Msx2 deficiency leads to enhanced secretion of PDGF-BB.
“leading to the enhanced secretion of PDGF-BB.”
Quote in the paperSubstantial claim - Interpretationreasoning
MSX2 prevents PU.1 from FBXW7-mediated ubiquitination and degradation.
“Molecularly, MSX2 prevents PU.1, one of the master transcription factors involved in osteoclast formation, from FBXW7-mediated ubiquitination and degradation.”
Quote in the paperSubstantial claim - Interpretationown data
Msx2 in osteoclasts plays an important role in bone metabolism during adulthood.
“indicating that Msx2 in osteoclasts also plays an important role in bone metabolism during adulthood.”
Quote in the paperSubstantial claim - Interpretationreasoning
The "brake" role of targeting MSX2 acts on PU.1-"clutch".
“we proposed that the “brake” role of targeting MSX2 acts on PU.1-“clutch”.”
Quote in the paperSubstantial claim - Interpretationown data
Msx2 is a critical homeobox gene regulating osteoclastogenesis and bone homeostasis.
“In conclusion, this study demonstrates that Msx2 is a critical homeobox gene regulating osteoclastogenesis and bone homeostasis.”
Quote in the paperSubstantial claim - Interpretationown data
Targeting MSX2 could be an anabolic strategy.
“In this study, we demonstrated that targeting MSX2 could be an anabolic strategy.”
Quote in the paperSubstantial claim - Interpretationown data
MSX2 could prevent PU.1 from FBXW7-mediated degradation through direct binding.
“These results demonstrate that MSX2 could prevent PU.1 from FBXW7-mediated degradation through direct binding.”
Quote in the paperSubstantial claim - Interpretationreasoning
These findings are attributed to the role of MSX2 in osteoclast fusion.
“These findings are attributed to the role of MSX2 in osteoclast fusion.”
Quote in the paperSubstantial claim - Interpretationown data
MSX2 could directly bind to PU.1 and prevent it from FBXW7-mediated degradation.
“Mechanistically, MSX2 could directly bind to PU.1 and prevent it from FBXW7-mediated degradation.”
Quote in the paperSubstantial claim - Interpretationown data
Morusinol exhibits great potential for the treatment of osteoporosis.
“our results indicated that morusinol exhibits great potential for the treatment of osteoporosis.”
Quote in the paperSubstantial claim- Rests on an assumption: Compared to synthetic compounds and biological agents, natural products have greater molecular rigidity, which makes them more valuable in tackling protein-protein interactions.
- Rests on an assumption: Natural products are critical sources of drugs.
- Classified as probably not a substantial claim. 39
- May combine two claims. 75
- The quote only partly states this claim. 1
Classified as probably not a substantial claim.
PremisecitationFBXW7 recognizes a conserved S/TxxxS/T motif.
“FBXW7 is known to recognize a conserved S/TxxxS/T motif59,60”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [59] Doble, B. W. & Woodgett, J. R. GSK-3: tricks of the trade for a multi-tasking kinase. J. Cell Sci. 116, 1175–1186 (2003). source
The Introduction (page not provided) identifies Ser/Thr–X–X–X–Ser/Thr-P as the consensus sequence for GSK-3 substrates, not as a motif recognized by FBXW7. Searches for FBXW7, Fbw7, and Cdc4 found no passage assigning the motif to that protein. (LLM, conf=0.85)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured - cites [60] Davis, R. J., Welcker, M. & Clurman, B. E. Tumor suppression by the Fbw7Ubiquitin ligase: mechanisms and opportunities. Cancer Cell 26, 455–464 (2014). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMultiple homeobox genes have been implicated in bone mass and osteogenesis regulation.
“Multiple homeobox genes have been implicated in the regulation of bone mass and osteogenesis16–19.”
Quote in the paperNot a substantial claim1 of 4 sources checked- cites [16] Yu, X. et al. TGFβ-induced factor homeobox 2 blocks osteoblastic differentiation through targeting pSmad3/HDAC4/H4ac/Runx2 axis. J. Cell Physiol. 234, 21284–21293 (2019). source
- cites [17] Yang, H., Liang, Y., Cao, Y., Cao, Y. & Fan, Z. Homeobox C8 inhibited the osteo-/dentinogenic differentiation and migration ability of stem cells of the apical papilla via activating KDM1A. J. Cell Physiol. 235, 8432–8445 (2020). source
- cites [18] Heo, J. S., Lee, S. G. & Kim, H. O. Distal-less homeobox 5 is a master regulator of the osteogenesis of human mesenchymal stem cells. Int. J. Mol. Med. 40, 1486–1494 (2017). source
The Introduction (page unavailable) says homeobox-containing genes regulate skeletal development and that DLX genes function in osteoblast development; it also links DLX5 to osteogenesis. This supports the broad point about homeobox genes and osteogenesis, but the paper does not specifically address regulation of bone mass. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [19] Xu, J. et al. Shox2 regulates osteogenic differentiation and pattern formation during hard palate development in mice. J. Biol. Chem. 294, 18294–18305 (2019). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationM-CSF and RANKL activate PU.1 and NFATc1 via MAPKs and NF-κB, initiating osteoclastogenesis.
“Mechanistically, M-CSF and RANKL bind to their receptors CSF1R and RANK, respectively, and stimulate downstream signaling pathways such as MAPKs and NF-κB, leading to the activation of master transcription factors including PU.1 and NFATc1, initiating osteoclastogenesis9,10.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [9] Jiang, T., et al. Role and regulation of transcription factors in osteoclastogenesis. Int. J. Mol. Sci. 24, 16175 (2023). source
Sections 4.1 and 5.8 describe M-CSF binding CSF-1R and RANKL binding RANK, with downstream MAPK and NF-κB signaling. Section 5.1 links NF-κB and p38 signaling to NFATc1 induction. But sections 3 and 5.4 do not establish that those pathways activate PU.1; they describe early PU.1 expression and its role in promoting NFATc1 expression. Page numbers were not provided in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [10] Takayanagi, H. RANKL as the master regulator of osteoclast differentiation. J. Bone Min. Metab. 39, 13–18 (2021). source
May combine two claims.
PremisecitationGlobal Msx2 knockout impairs osteoclast formation, whereas loss of Irx3 has no effect on osteoclasts.
“According to previous studies, global Msx2 knockout impairs osteoclast formation, whereas loss of Irx3 has no effect on osteoclasts26,27.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [26] Aïoub, M. et al. Msx2 -/- transgenic mice develop compound amelogenesis imperfecta, dentinogenesis imperfecta and periodental osteopetrosis. Bone 41, 851–859 (2007). source
- cites [27] Tan, Z. et al. IRX3 and IRX5 inhibit adipogenic differentiation of hypertrophic chondrocytes and promote osteogenesis. J. Bone Miner. Res. 35, 2444–2457 (2020). source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMSX2 belongs to the Msx family and is involved in bone development.
“MSX2 belongs to the Msx family, Antennapedia (ANTP) class of human homeobox genes, and has been reported to be involved in bone development, including skull and tooth formation20,21.”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
PremisecitationMsx2 null mutant mice show osteopetrosis in a RANK-dependent manner, suggesting Msx2 might participate in osteoclastogenesis.
“Although Msx2 is generally considered an important regulator of osteogenesis, Msx2 null mutant mice show an osteopetrosis phenotype in a RANK-dependent manner in skeleton24, suggesting that Msx2 might also participate in osteoclastogenesis, and its regulatory effect in the bone environment could be complex.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [24] Castaneda, B., et al. Role of RANKL (TNFSF11)-dependent osteopetrosis in the dental phenotype of Msx2 null mutant mice. PLoS ONE 8, e80054 (2013). source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationFBXW7 participates in osteoclastogenesis, and mice with osteoclast-specific Fbxw7 ablation (Fbxw7f/f Ctsk-Cre) exhibit an osteoporotic phenotype.
“FBXW7 has been reported to participate in osteoclastogenesis and mice with osteoclast-specific Fbxw7 ablation (Fbxw7f/f Ctsk-Cre) exhibit osteoporotic phenotype30.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [30] Fukushima, H. et al. NOTCH2 Hajdu-Cheney mutations escape SCFFBW7-dependent proteolysis to promote osteoporosis. Mol. Cell 68, 645–658.e5 (2017). source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMsx2 deficient adult mice show a slight osteopetrosis phenotype in the skull, tibia, and mandible, which could be reversed by RANK overexpression.
“It has also been reported that Msx2 deficient adult mice show a slight osteopetrosis phenotype in the skull, tibia, and mandible, which could be reversed by RANK overexpression24.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [24] Castaneda, B., et al. Role of RANKL (TNFSF11)-dependent osteopetrosis in the dental phenotype of Msx2 null mutant mice. PLoS ONE 8, e80054 (2013). source
The Results and Discussion report soft osteopetrosis in the tibia that shifted toward osteopenia with RANK overexpression; they also report partial closure of a skull defect. But the Figure 5 caption says the Msx2-deficient mandible had no major alterations compared with wild type, while RANK overexpression caused marked mandibular bone disruption. The paper therefore does not support reversal of a slight osteopetrosis phenotype across all three sites. Page numbers were not available in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMsx2 promotes primary murine osteoblast differentiation and calcification in concert with typical osteoblastic transcription factors, and ectopic Msx2 rescues impaired osteoblastogenesis induced by Runx2 deficiency.
“It has been reported that Msx2 promotes primary murine osteoblast differentiation and calcification in concert with typical osteoblastic transcription factors, and ectopic Msx2 rescues the impaired osteoblastogenesis induced by Runx2 deficiency47,48.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [47] Mirzayans, F., Lavy, R., Penner-Chea, J. & Berry, F. B. Initiation of early osteoblast differentiation events through the direct transcriptional regulation of Msx2 by FOXC1. PLoS ONE 7, 1–8 (2012). source
The Results and Discussion (page unavailable) report that ectopic Msx2 initiates osteogenic differentiation in C2C12 mouse myoblasts. They do not establish differentiation or calcification in primary murine osteoblasts, or show that Msx2 rescues osteoblastogenesis impaired by Runx2 deficiency. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [48] Ichida, F. et al. Reciprocal roles of Msx2 in regulation of osteoblast and adipocyte differentiation. J. Biol. Chem. 279, 34015–34022 (2004). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAntibodies targeting these molecules have also been developed.
“Antibodies targeting these molecules have also been developed52.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [52] Zhen, G. et al. An antibody against Siglec-15 promotes bone formation and fracture healing by increasing TRAP+ mononuclear cells and PDGF-BB secretion. Bone Res. 9, 47 (2021). source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMsx2 expression responds to BMP2/4, and further activates canonical Wnt signaling in osteoblast progenitors.
“Mechanistically, Msx2 expression responds to BMP2/4, and further activates canonical Wnt signaling in osteoblast progenitors49,50.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [49] Cheng, S. L., Shao, J. S., Cai, J., Sierra, O. L. & Towler, D. A. Msx2 exerts bone anabolism via canonical Wnt signaling. J. Biol. Chem. 283, 20505–20522 (2008). source
The paper reports that Msx2 increases Wnt7 expression, reduces Dkk1, and enhances canonical Wnt signaling in osteoprogenitor cells (opening summary; page unavailable). It supports the downstream Wnt claim, but the passages found do not establish that Msx2 expression responds to BMP2/4. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [50] Sun, J., Ishii, M., Ting, M. C. & Maxson, R. Foxc1 controls the growth of the murine frontal bone rudiment by direct regulation of a Bmp response threshold of Msx2. Development 140, 1034–1044 (2013). source
The Results (page unavailable) show that BMP2-soaked beads increased Msx2 expression, and expanded Bmp2/Bmp4 expression coincided with an expanded Msx2 domain. The paper does not report that Msx2 activates canonical Wnt signaling in osteoblast progenitors; its Results mention Wnt1-Cre only as a lineage-tracing tool. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMolecules affecting osteoclast fusion and angiogenesis, such as SIGLEC15, L-plastin, and TLR2, have been successively discovered.
“Since then, molecules affecting osteoclast fusion and angiogenesis, such as SIGLEC15, L-plastin, and TLR2, have been successively discovered52–54.”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [52] Zhen, G. et al. An antibody against Siglec-15 promotes bone formation and fracture healing by increasing TRAP+ mononuclear cells and PDGF-BB secretion. Bone Res. 9, 47 (2021). source
- cites [53] Li, X. et al. Targeting actin-bundling protein L-plastin as an anabolic therapy for bone loss. Sci. Adv. 6, 1–13 (2020). source
- cites [54] Dou, C. et al. Sialylation of TLR2 initiates osteoclast fusion. Bone Res. 10, 1–11 (2022). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHomeodomain proteins play an active role in adult bone mass regulation.
“it has been reported that homeodomain proteins play an active role in adult bone mass regulation42,43.”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [42] Oono, F., Sakamoto, Y., Tachi, Y., Mabashi-Asazuma, H. & Iida, K. Effect of Cdx2 polymorphism on the relationship between dietary calcium intake and peak bone mass in young Japanese women. Nutrients 12, 191 (2020). source
The Introduction identifies Cdx2 as a homeobox protein, and the Discussion reports that calcium intake was associated with peak bone mass differently across Cdx2 genotypes in young women (pages unavailable in our copy). But the paper does not establish that homeodomain proteins generally play an active role in regulating adult bone mass; the Discussion says the Cdx2 polymorphism did not affect bone mass on its own. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [43] Isaac, J. et al. DLX3 regulates bone mass by targeting genes supporting osteoblast differentiation and mineral homeostasis in vivo. Cell Death Differ. 21, 1365–1376 (2014). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA few studies have revealed that homeobox genes, such as Lhx2, Dlx5, and Pax6, affect osteoclast formation.
“A few studies have revealed that homeobox genes, such as Lhx2, Dlx5, and Pax6, affect osteoclast formation44–46”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites [44] Kim, J. H. et al. Lhx2 regulates bone remodeling in mice by modulating RANKL signaling in osteoclasts. Cell Death Differ. 21, 1613–1621 (2014). source
- cites [45] Lézot, F. et al. Dlx homeobox gene family expression in osteoclasts. J. Cell Physiol. 223, 779–787 (2010). source
- cites [46] Jie, Z. et al. Activating; -catenin/Pax6 axis negatively regulates osteoclastogenesis by selectively inhibiting phosphorylation of p38/MAPK. FASEB J. 33, 4236–4247 (2019). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMorusinol reportedly regulates beta3-integrin, tumor necrosis factor, and interleukin 1 beta involved in osteoclastogenesis.
“morusinol reportedly regulates beta3-integrin, tumor necrosis factor, and interleukin 1 beta involved in osteoclastogenesis”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites [34] Lee, J. J. et al. Morusinol extracted from Morus alba inhibits arterial thrombosis and modulates platelet activation for the treatment of cardiovascular disease. J. Atheroscler. Thromb. 19, 516–522 (2012). source
The platelet-aggregation results and Conclusion report effects of morusinol on platelet aggregation and thromboxane formation, not osteoclastogenesis. Searches for β3-integrin, tumor necrosis factor, interleukin-1β, and osteoclastogenesis found no passage saying morusinol regulates those factors in osteoclastogenesis; the paper mentions β3-integrin only as a platelet receptor. (LLM, conf=0.75)
Experimental — accuracy not yet measured - cites [35] Kwon, H. W. Pharmacological actions of morusinol on modulation of platelet functions via integrin αIIb/β3 signaling. J. Appl. Biol. Chem. 66, 171–178 (2023). source
The Discussion (page unavailable) reports that morusinol inhibits integrin αIIb/β3 activation in human platelets. The paper does not report regulation of tumor necrosis factor or interleukin 1 beta, or examine osteoclastogenesis; searches for those terms returned no relevant passage. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [36] Zelová, H. et al. Evaluation of anti-inflammatory activity of prenylated substances isolated from Morus alba and Morus nigra. J. Nat. Prod. 77, 1297–1303 (2014). source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPre-fusion osteoclasts release PDGF-BB, which promotes H-type vessel formation and subsequently stimulates osteogenesis.
“In 2014, Xie et al. first reported that pre-fusion osteoclasts release PDGF-BB, which promotes H-type vessel formation and subsequently stimulates osteogenesis11.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [11] Xie, H., et al. PDGF-BB secreted by preosteoclasts induces angiogenesis during coupling with osteogenesis. Nat. Med. 20, 1270–1278 (2014). source
May combine two claims.
PremisecitationAnti-resorptive drugs such as bisphosphonates and denosumab cause severe adverse events, poor compliance, and easy recurrence.
“However, these drugs cause severe adverse events, poor compliance, and easy recurrence61”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [61] Ramchand, S. K. & Leder, B. Z. Sequential therapy for the long-term treatment of postmenopausal osteoporosis. J. Clin. Endocrinol. Metab. 1–9, https://doi.org/10.1210/clinem/dgad496 (2023). source
The Abstract (page not provided) identifies rare but serious side effects as a concern with long-term bisphosphonate and denosumab use. The Denosumab Discontinuation section describes rebound bone loss and increased fracture risk after denosumab is stopped, not easy recurrence with both drugs. The passages do not support the claim of poor compliance. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationPU.1 participates in the entire process of osteoclast differentiation and promotes osteoclast commitment and maturity.
“Considering PU.1 participates in the entire process of osteoclast differentiation and promotes osteoclast commitment and maturity of osteoclast33,57,58”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [33] Carey, H. A. et al. Enhancer variants reveal a conserved transcription factor network governed by PU.1 during osteoclast differentiation. Bone Res. 6, 1–12 (2018). source
- cites [57] Izawa, N. et al. Cooperation of PU.1 with IRF8 and NFATc1 defines chromatin landscapes during RANKL-induced osteoclastogenesis. J. Bone Miner. Res. 34, 1143–1154 (2019). source
The Discussion reports PU.1 motifs in precursor macrophages and osteoclasts, and notes that mice lacking PU.1 lack mature osteoclasts. The paper supports a role in osteoclast differentiation, but its findings do not establish that PU.1 promotes commitment or participates in every stage of the process. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites [58] de la Rica, L. et al. PU.1 target genes undergo Tet2-coupled demethylation and DNMT3b-mediated methylation in monocyte-to-osteoclast differentiation. Genome Biol. 14, 1–21 (2013). source
The Discussion identifies PU.1 as an early influence on osteoclast-lineage commitment, and the Background and Results link it to activation of osteoclast-specific genes during differentiation. These passages support a role in commitment and differentiation, but do not establish that PU.1 participates throughout the entire process or promotes osteoclast maturity specifically. Page numbers are unavailable in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataLoss of Msx2 acts as a brake in the fusion fate of osteoclasts, resulting in a larger population of pre-osteoclasts.
“Loss of Msx2 acts as a “brake” in the fusion fate of osteoclasts, resulting in a larger population of pre-osteoclasts.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 knockout altered PU.1 protein level but not mRNA level.
“After treating Msx2f/f BMMs with Cre or Msx2 adenoviruses, the protein level of PU.1 was altered, whereas the mRNA level of PU.1 remained unchanged (Fig. 3d–f).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 deficient cells generated reduced resorption pit areas and produced fewer CTSK.
“As shown in Fig. 1h–j, Msx2 deficient cells generated reduced resorption pit areas on bone slices and produced fewer resorptive enzymes, such as CTSK.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAnalysis revealed 18 TFs, and MSX2 is not among them.
“This analysis revealed 18 TFs (Supplementary Fig. 4a).”
- Also stated in: § MSX2 promotes pre-osteoclast fusion through stabilizing PU.1 · plain
“Notably, MSX2 is not among these 18, although it is a well-known TF.”
Quote in the paperSubstantial claim- Also stated in: § MSX2 promotes pre-osteoclast fusion through stabilizing PU.1 · plain
May combine two claims.
Findingown dataMorusinol can bind to MSX2 and release PU.1, promoting PU.1 degradation.
“Finally, we screened a natural compound library and found that morusinol, a flavonoid isolated from Morus alba root bark, can bind to MSX2 and release PU.1, promoting PU.1 degradation.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOverexpressing PU.1 rescued formation of multinucleated osteoclasts and expression of fusion-related genes.
“Overexpressing of PU.1 indeed rescued the formation of multinucleated osteoclasts and the expression of fusion-related genes (Fig. 3a–c).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 protein levels peaked on day 3 and remained constant on day 6.
“The protein levels of Msx2 also peaked on day 3 and remained constant on day 6 (Supplementary Fig. 1f, g).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMsx2 deficiency in osteoclast progenitors resulted in higher OCN+ cells, enhanced MAR, and enhanced BFR/BS.
“Here, Msx2 deficiency in osteoclast progenitors also resulted in changes on the bone formation side, with a higher osteocalcin (OCN) -positive cell number, enhanced mineral apposition rate (MAR), and bone formation rate per bone surface (BFR/BS) in Msx2 cKO mice (Fig. 2a–d).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 deficiency resulted in elevated BV/TV, Tb.N, Ct.Th, and reduced Tb.Sp in males.
“Similar to that in females, Msx2 deficiency resulted in elevated BV/TV, Tb.N, Ct.Th, and reduced Tb.Sp in males (Supplementary Fig. 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 deficiency impairs osteoclast fusion and maintains osteoclasts at pre-fusion stage.
“Msx2 deficiency impairs osteoclast fusion and exerts the role of “brake” in the progression of osteoclast cell fate, which subsequently maintains osteoclasts at the pre-fusion stage.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHUVECs cultured in Msx2 cKO medium exhibited elevated migration and tube formation.
“The wound-healing assay showed that HUVECs cultured in Msx2 cKO medium exhibited elevated migration activity (Supplementary Fig. 3e, f).”
- Also stated in: § Msx2 deficiency promotes vessel formation of endothelial cells in vitro · hedged
“The Matrigel tube formation assay also indicated that Msx2 cKO conditioned medium enhanced HUVECs tube formation (Supplementary Fig. 3g, h).”
Quote in the paperSubstantial claim- Also stated in: § Msx2 deficiency promotes vessel formation of endothelial cells in vitro · hedged
May combine two claims.
Findingown dataMsx2 cKO mice exhibited elevated vessel volume and vessel surface.
“Angiography showed that Msx2 cKO mice exhibited elevated vessel volume and vessel surface in the bones (Fig. 2e, f).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 cKO cells exhibited higher Pdgfb expression and produced more PDGF-BB.
“Msx2 cKO cells exhibited higher Pdgfb expression levels and produced more PDGF-BB in the medium (Supplementary Fig. 3a–c).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 mRNA levels were upregulated on day 3 and decreased on day 6 of osteoclastogenesis.
“The mRNA levels were upregulated on day 3 of osteoclastogenesis and decreased on day 6 (Supplementary Fig. 1e).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPU.1 showed higher frequency and binding score in all five fusion-related genes, meaning PU.1 is the most probable TF regulating fusion-related genes.
“Therefore, we analyzed the CHIP-Seq data of fusion-related genes from Genecards, and PU.1 (Spi1) showed a relatively higher frequency and binding score in all five fusion-related genes, which means PU.1 is the most probable TF regulating fusion-related genes (Supplementary Fig. 4b–f).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 cKO mice exhibited increased BV/TV, Tb.N, Ct.Th, decreased Tb.Sp, and unchanged Tb.Th.
“Micro-computed tomography (Micro-CT) analysis showed that bone volume per tissue volume (BV/TV), trabecular bone number (Tb.N), and cortical bone thickness (Ct.Th) increased, while trabecular bone separation (Tb.Sp) decreased in Msx2 cKO mice; trabecular bone thickness (Tb.Th) remained unchanged (Fig. 1b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMSX2 and PU.1 are both nuclear.
“Immunofluorescence labeling revealed that MSX2 and PU.1 are both nuclear (Fig. 4a).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataKnocking out Msx2 enhanced PU.1 degradation; overexpression of MSX2 suppressed PU.1 degradation.
“Moreover, knocking out Msx2 enhanced PU.1 degradation when treated with cycloheximide (CHX) (Fig. 3g, h), whereas overexpression of MSX2 suppressed PU.1 degradation (Supplementary Fig. 5a, b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 cKO mice showed more OCN-positive cells, higher MAR and BFR/BS after OVX.
“On the bone formation side, Msx2 cKO mice showed more OCN-positive cells, higher MAR and BFR/BS (Supplementary Fig. 8f–i).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataProtein levels of CTSK and PU.1 were reduced by morusinol.
“The protein level of CTSK and PU.1 was also reduced by morusinol (Fig. 6h, i).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 cKO mice exhibited increased Tb.N, Ct.Th, and decreased Tb.Sp after OVX.
“Moreover, Msx2 cKO mice exhibited increased Tb.N, Ct.Th, and decreased Tb.Sp after OVX (Supplementary Fig. 8b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 cKO pre-osteoclasts exhibited increased PU.1 ubiquitination; overexpression of MSX2 attenuated PU.1 ubiquitination.
“Subsequently, we performed ubiquitination assays and found Msx2 cKO pre-osteoclasts exhibited increased PU.1 ubiquitination (Fig. 3k).”
- Also stated in: § MSX2 promotes pre-osteoclast fusion through stabilizing PU.1 · plain
“In contrast, overexpression of MSX2 attenuated PU.1 ubiquitination, similar results were obtained in the 293T cell line (Supplementary Fig. 5c, d).”
Quote in the paperSubstantial claim- Also stated in: § MSX2 promotes pre-osteoclast fusion through stabilizing PU.1 · plain
May combine two claims. The quote only partly states this claim.
Findingown dataAngiogenesis was more active in Msx2 cKO mice, with more EMCNhi CD31hi vessels after OVX.
“Consistently, angiogenesis was more active in Msx2 cKO mice, with more EMCNhi CD31hi vessels (Supplementary Fig. 8j, k).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMyeloid Fbxw7 deficiency (Fbxw7f/f LysM-Cre, Fbxw7 cKO) leads to low bone mass, with reduced BV/TV, Tb.Th, Tb.N, and elevated Tb.Sp.
“Here, we found that myeloid Fbxw7 deficiency (Fbxw7f/f LysM-Cre, Fbxw7 cKO) also led to low bone mass, with reduced BV/TV, Tb.Th, Tb.N, and elevated Tb.Sp (Supplementary Fig. 6a, b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataExogenous MSX2 reduced PU.1 ubiquitination, rescued by FBXW7 overexpression.
“Expectedly, exogenous MSX2 significantly reduced the ubiquitination level of PU.1, which was rescued by FBXW7 overexpression in HEK-293T cells (Fig. 4e).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFBXW7 promoted PU.1 ubiquitination, canceled by PU.1 mutation.
“We further mutated PU.1-Ser41 and PU.1-Ser142 (PU.1-MUT: PU.1-S41A, S142A) and found that FBXW7 could promote PU.1 ubiquitination, however, this effect was canceled by PU.1 mutation (Fig. 4h).”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenMsx2 expression is upregulated in PMOP bones and during osteoclastogenesis.
“Msx2 expression is upregulated in PMOP bones and during osteoclastogenesis.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMorusinol targets the MSX2-PU.1 complex and inhibits osteoclast fusion.
“Fig. 6 Morusinol targets MSX2-PU.1 complex and inhibits osteoclast fusion.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMorusinol treatment increased OCN-positive cells and enhanced MAR and BFS/BS.
“In terms of bone formation, morusinol treatment increased OCN-positive cells and enhanced MAR and BFS/BS (Fig. 7i–l).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataMorusinol subtly influenced expression of representative pro-inflammatory cytokines, including Il-1b, Tnf-a, and Il-6, only slightly enhancing Il1-b.
“morusinol subtly influenced the expression of representative pro-inflammatory cytokines, including Il-1b, Tnf-a, and Il-6, only slightly enhancing Il1-b.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOVX mice exhibited increased multi-nuclear osteoclasts and reduced mono-nuclear osteoclasts.
“TRAP staining showed that OVX mice exhibited increased multi-nuclear osteoclasts and reduced mono-nuclear osteoclasts”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMolecular docking showed that morusinol forms hydrophobic interactions with Val32 and Leu179, a hydrogen bond interaction with Ser178, and π-cation with Lys33.
“morusinol forms hydrophobic interactions with Val32 and Leu179, a hydrogen bond interaction with Ser178, and π-cation with Lys33 (Fig. 6n).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMorusinol can target MSX2 and disrupt the interaction between MSX2 and PU.1.
“In this study, we found that morusinol can target MSX2 and disrupt the interaction between MSX2 and PU.1.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMorusinol treatment attenuates multi-nuclear osteoclast formation both in vitro and in vivo.
“Morusinol treatment attenuates multi-nuclear osteoclast formation both in vitro and in vivo.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataKnocking out Msx2 in osteoclast progenitors inhibited bone resorption, enhanced angiogenesis-mediated bone formation, and rescued bone mass in an OVX-induced osteoporosis mouse model.
“Knocking out Msx2 in osteoclast progenitors inhibited bone resorption, enhanced angiogenesis-mediated bone formation, and rescued bone mass in an OVX-induced osteoporosis mouse model.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 deficiency in myeloid cells reduces bone resorption and increases bone mass.
“Here, we demonstrate that Msx2 deficiency in myeloid cells reduces bone resorption and increases bone mass.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMsx2 and Fbxw7 double knockout rescued PU.1, and subsequently osteoclast fusion, which was also confirmed in vivo.
“Msx2 and Fbxw7 double knockout rescued PU.1, and subsequently osteoclast fusion, which was also confirmed in vivo.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMorusinol promoted vessel formation and osteogenesis.
“Meanwhile, morusinol promoted vessel formation and osteogenesis.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIn PMOP, osteoclasts are over-activated and mediate enhanced bone resorption, leading to severe bone loss.
“In the bone environment of PMOP, osteoclasts are over-activated and mediate significantly enhanced bone resorption, leading to severe bone loss7.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7] Song, S., Guo, Y., Yang, Y. & Fu, D. Advances in pathogenesis and therapeutic strategies for osteoporosis. Pharm. Ther. 237, 108168 (2022). source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationFunctional haploinsufficiency of MSX2 causes PFM, and whole-body Msx2 knockout mice exhibit pleiotropic defects.
“Functional haploinsufficiency of MSX2 causes parietal foramina (PFM), and whole-body Msx2 knockout mice exhibit pleiotropic defects in bone mass and ectodermal organ formation22,23.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [22] Satokata, I. et al. Msx2 deficiency in mice causes pleiotropic defects in bone growth and ectodermal organ formation. Nat. Genet. 24, 391–395 (2000). source
- cites [23] Wilkie, A. O. M. et al. Functional haploinsufficiency of the human homeobox gene MSX2 causes defects in skull ossification. Nat. Genet. 24, 387–390 (2000). source
May combine two claims.
Interpretationown dataLoss of Msx2 in myeloid cells increases bone mass by impairing osteoclastogenesis and enhancing angiogenesis and osteogenesis in vivo.
“Collectively, the loss of Msx2 in myeloid cells increases bone mass by impairing osteoclastogenesis and enhancing angiogenesis and osteogenesis in vivo.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataMsx2 is upregulated in PMOP and osteoclastogenesis, and may be a regulator of osteoclast formation.
“Together, these findings suggest that Msx2 is upregulated in PMOP and osteoclastogenesis, and may be a potential regulator of osteoclast formation.”
Quote in the paperSubstantial claim- Rests on an assumption: The direct role of Msx2 in osteoclasts/osteoclastogenesis lacks solid evidence and its underlying mechanism remains unclear.
May combine two claims.
InterpretationreasoningRestraining osteoclast fusion and maintaining preosteoclast stage could suppress bone resorption while coupling angiogenesis and osteogenesis, with potential for osteoporosis treatment.
“Therefore, restraining osteoclast fusion and maintaining them in the preosteoclast stage could suppress bone resorption while coupling angiogenesis and osteogenesis, exhibiting great potential for osteoporosis treatment.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataMyeloid Msx2 deficiency enhances vessel formation of endothelial cells and the observed promoting effect on osteogenesis in vivo is indirect.
“These results suggest that myeloid Msx2 deficiency enhances vessel formation of endothelial cells and that the observed promoting effect on osteogenesis in vivo is indirect.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataMSX2 plays a critical role in PMOP pathogenesis and bone metabolism, coupling osteoclastogenesis with angiogenesis and osteogenesis, and may be a target for PMOP treatment.
“Our results suggest that MSX2 plays a critical role in PMOP pathogenesis and bone metabolism, coupling osteoclastogenesis with angiogenesis and osteogenesis, and may be a potential target for the treatment of PMOP.”
Quote in the paperSubstantial claim- Rests on an assumption: The current understanding of the role of homeobox genes in PMOP and osteoclastogenesis is superficial and scattered, and the hub homeobox genes that regulate PMOP remain unclear.
- Rests on an assumption: The direct role of Msx2 in osteoclasts/osteoclastogenesis lacks solid evidence and its underlying mechanism remains unclear.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationNatural compounds have shown advantages in terms of safety, effectiveness, and convenience in disease treatment.
“Natural compounds have shown advantages in terms of safety, effectiveness, and convenience in disease treatment31”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Rodrigues, T., Reker, D., Schneider, P. & Schneider, G. Counting on natural products for drug design. Nat. Chem. 8, 531–541 (2016). source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAll experiments were repeated 3 times independently.
“All experiments were repeated 3 times independently, and the representative images were shown (a–c, e, and h).”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataF4/80 expression was comparable in Msx2f/f and Msx2 cKO mice, indicating no influence on myeloid differentiation and osteoclast precursor formation.
“The expression level of F4/80 was comparable in Msx2f/f and Msx2 cKO mice, indicating that myeloid Msx2 deficiency does not no influence on myeloid differentiation and osteoclast precursor formation (Supplementary Fig. 5e, f).”
Quote in the paperSubstantial claim- Rests on an assumption: PU.1 is crucial for myeloid differentiation.
May combine two claims.
Interpretationown dataMSX2 promotes expression of osteoclast fusion-related genes by preventing proteasome-mediated degradation of PU.1 without affecting macrophage and osteoclast precursor development.
“In summary, MSX2 promotes the expression of osteoclast fusion-related genes by preventing the proteasome-mediated degradation of PU.1 without affecting macrophage and osteoclast precursor development.”
Quote in the paperSubstantial claim- Rests on an assumption: MSX2 serves as a co-transcriptional regulator and affects mRNA expression through other transcription factors.
- Rests on an assumption: PU.1 is crucial for myeloid differentiation.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOsteoblast lineage cells could secrete RANKL and induce osteoclastogenesis.
“The most classic and well-known interaction between bone cells is that osteoblast lineage cells could secrete RANKL and induce osteoclastogenesis51.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [51] Martin, T. J. & Sims, N. A. RANKL/OPG; Critical role in bone physiology. Rev. Endocr. Metab. Disord. 16, 131–139 (2015). source
May combine two claims.
Interpretationown dataMorusinol may inhibit osteoclastogenesis by interrupting the combination of MSX2 and PU.1 and promoting PU.1 degradation.
“thus, morusinol may inhibit osteoclastogenesis by interrupting the combination of MSX2 and PU.1 and promoting PU.1 degradation.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningPre-osteoclasts secrete PDGF-BB and enhance angiogenesis-mediated bone formation.
“Pre-osteoclasts secrete PDGF-BB and enhance angiogenesis-mediated bone formation (upper part of Fig. 8).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningThe role of Msx2 in different types of bone cells is complex, and conditional Msx2 deficient models are warranted.
“Therefore, the role of Msx2 in different types of bone cells is complex, and conditional Msx2 deficient models are warranted.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMSX2 mutations cause Boston-type craniosynostosis, and haploinsufficiency of human MSX2 causes deficient ossification around the parietal notch.
“MSX2 mutations cause Boston-type craniosynostosis, and haploinsufficiency of human MSX2 causes deficient ossification around the parietal notch23.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] Wilkie, A. O. M. et al. Functional haploinsufficiency of the human homeobox gene MSX2 causes defects in skull ossification. Nat. Genet. 24, 387–390 (2000). source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningAngiogenesis plays an important role in mediating bone cell crosstalk and regulating bone mass.
“These studies emphasize the important role of angiogenesis in mediating bone cell crosstalk and regulating bone mass.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMsx2 deficient P30 mice exhibit an osteopenia phenotype with predominant osteoblast defects.
“Msx2 deficient P30 mice exhibit an osteopenia phenotype with predominant osteoblast defects.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [22] Satokata, I. et al. Msx2 deficiency in mice causes pleiotropic defects in bone growth and ectodermal organ formation. Nat. Genet. 24, 391–395 (2000). source
May combine two claims.
Interpretationown dataKnocking out Msx2 increases bone mass by attenuating osteoclastogenesis and enhancing angiogenesis-mediated bone formation.
“As shown in Fig. 8, knocking out Msx2 increases bone mass by attenuating osteoclastogenesis and enhancing angiogenesis-mediated bone formation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
PremisecitationMSX2 is important in regulating Wnt signaling and bone formation in concert with osteogenic transcription factors.
“voluminous prior studies have reported that MSX2 is important in regulating Wnt signaling and bone formation in concert with osteogenic transcription factors”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationWhole-body Msx2 deficient mice are viable but with a variety of malformations, including PFM, defective cerebellum, tooth, hair follicle, and mammary gland development.
“In mouse models, whole-body Msx2 deficient mice are viable but with a variety of malformations, including PFM, defective cerebellum, tooth, hair follicle, and mammary gland development22.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [22] Satokata, I. et al. Msx2 deficiency in mice causes pleiotropic defects in bone growth and ectodermal organ formation. Nat. Genet. 24, 391–395 (2000). source
May combine two claims.
PremisecitationMsx2 null mutation leads to periodontal osteopetrosis, with impaired osteoclast generation in alveolar bones.
“In a Msx2−/− transgenic mouse model, Msx2 null mutation leads to periodontal osteopetrosis, with impaired osteoclast generation in alveolar bones26.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] Aïoub, M. et al. Msx2 -/- transgenic mice develop compound amelogenesis imperfecta, dentinogenesis imperfecta and periodental osteopetrosis. Bone 41, 851–859 (2007). source
May combine two claims.
Interpretationnone givenIn wild-type myeloid cells, MSX2 binds PU.1 and prevents PU.1 from FBXW7 mediated ubiquitination, which safeguards fusion cell fate of osteoclast and results in bone resorption.
“In wild-type myeloid cells, MSX2 binds PU.1 and prevents PU.1 from FBXW7 mediated ubiquitination, which safeguards fusion cell fate of osteoclast and results in bone resorption.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTargeting Msx2 promotes PU.1 degradation and acts as a "brake" in the progression of the fusion fate of osteoclast, resulting in a larger population of pre-osteoclasts.
“Targeting Msx2 promotes PU.1 degradation and acts as a “brake” in the progression of the fusion fate of osteoclast, resulting in a larger population of pre-osteoclasts.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningHigh levels of PDGF-BB promote H-type vessel formation and subsequently stimulate osteogenesis.
“High levels of PDGF-BB promote H-type vessel formation and subsequently stimulate osteogenesis.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAdipocytes in bone marrow could couple angiogenesis through estrogen-related receptor α.
“Moreover, a recent study also demonstrated that adipocytes in bone marrow could couple angiogenesis through estrogen-related receptor α55.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [55] Huang, T. et al. Targeting adipocyte ESRRA promotes osteogenesis and vascular formation in adipocyte-rich bone marrow. Nat. Commun. 15, 1–20 (2024).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown dataTargeting MSX2 with morusinol inhibits bone resorption, enhances bone and vessel formation, and protects bone mass.
“Overall, targeting MSX2 with morusinol inhibits bone resorption, enhances bone and vessel formation, and protects bone mass.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe reduction of beta3-integrin by morusinol may be a downstream effect of PU.1.
“it may also be a downstream effect of PU.1, which has been reported to transactivate beta3-integrin in concert with NFATc137.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Crotti, T. N. et al. PU.1 and NFATc1 mediate osteoclastic induction of the mouse β3 integrin promoter. J. Cell Physiol. 215, 636–644 (2008). source
May combine two claims.
InterpretationreasoningMorusinol directly disrupts the MSX2-PU.1 complex and serves as an anabolic therapy for osteoporosis.
“identify morusinol, which directly disrupts the MSX2-PU.1 complex and serves as an anabolic therapy for osteoporosis.”
Quote in the paperSubstantial claim- Rests on an assumption: Compared to synthetic compounds and biological agents, natural products have greater molecular rigidity, which makes them more valuable in tackling protein-protein interactions.
May combine two claims.
Interpretationown dataKnocking out Msx2 in osteoclast progenitors improves bone mass, with impaired osteoclastogenesis mainly manifesting as impaired osteoclast fusion rather than reduced osteoclast numbers.
“We generated myeloid-specific Msx2 deficiency mice and demonstrated that knocking out Msx2 in osteoclast progenitors improves bone mass, with impaired osteoclastogenesis mainly manifesting as impaired osteoclast fusion rather than reduced osteoclast numbers.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTargeting MSX2 primarily affects the osteoclast fusion stage, which evades the potential risk of PU.1 deficiency in myeloid development.
“the expression pattern of Msx2 indicates that targeting MSX2 primarily affects the osteoclast fusion stage, which evades the potential risk of PU.1 deficiency in myeloid development.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningAll animal procedures were conducted in compliance with the approved ethical guidelines.
“All animal procedures were ethically approved by Sir Run Run Shaw Hospital Committee for Animal Resources, and were conducted in compliance with the approved ethical guidelines.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Study design and conductnone givenNi-1 precisely reflects the number of fusion events to form a syncytium with Ni nuclei, regardless of whether the syncytium was generated by fusion between two mono-nuclear cells, one mono-nuclear cell and one multi-nuclear cell, or two multi-nuclear cells.
“Ni-1 could precisely reflect the number of fusion events to form a syncytium with Ni nuclei irrespective of whether the syncytium was generated by fusion between two mono-nuclear cells, one mono-nuclear cell and one multi-nuclear cell or two multi-nuclear cells”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenPositively stained cells were quantified in five randomly selected fields of the distal metaphysis of femurs using Halo software.
“we quantified the positively stained cells in five randomly selected fields of the distal metaphysis of femurs using Halo software.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTeriparatide and romosozumab have been developed and applied clinically, drawing more attention to anabolic therapeutic strategies for osteoporosis treatment.
“Recently, drugs such as teriparatide and romosozumab have been developed and applied clinically, drawing more attention to anabolic therapeutic strategies for osteoporosis treatment62.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Langdahl, B. L. et al. Romosozumab (sclerostin monoclonal antibody) versus teriparatide in postmenopausal women with osteoporosis transitioning from oral bisphosphonate therapy: a randomised, open-label, phase 3 trial. Lancet. 390, 1585–1594 (2017). source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll animal procedures were ethically approved by the Sir Run Run Shaw Hospital Committee for Animal Resources.
“All animal procedures were ethically approved by Sir Run Run Shaw Hospital Committee for Animal Resources, and were conducted in compliance with the approved ethical guidelines.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll animal procedures were ethically approved by Sir Run Run Shaw Hospital Committee for Animal Resources.
“All animal procedures were ethically approved by Sir Run Run Shaw Hospital Committee for Animal Resources”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningIt is difficult to rule out the direct transcriptional effect of MSX2 on fusion-related genes.
“it is still difficult to rule out the direct transcriptional effect of MSX2 on these genes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenPrimary antibodies from different sources and a specific secondary antibody were used in the Co-IP assay to avoid heavy/light chain interference.
“Primary antibodies from different sources and specific secondary antibody (AS062, Abclonal and abs20213, Absin) were used to avoid heavy/light chain interference.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenMsx2 deficiency impairs osteoclast fusion and exerts the role of "brake" in the progression of osteoclast cell fate, leading to increased pre-osteoclast numbers and PDGF-BB secretion.
“Specifically, Msx2 deficiency impairs osteoclast fusion and exerts the role of “brake” in the progression of osteoclast cell fate, leading to increased pre-osteoclast numbers and PDGF-BB secretion.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTargeting MSX2 acts as a "brake" in the progression of osteoclast cell fate by promoting PU.1 degradation, which subsequently enhances angiogenesis-mediated bone formation.
“Targeting MSX2 acts as a “brake” in the progression of osteoclast cell fate by promoting PU.1 degradation, which subsequently enhances angiogenesis-mediated bone formation.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenThirty mice were randomly categorized into three groups (Sham, OVX, and OVX + morusinol), with 10 mice per group.
“For the morusinol treatment, 30 mice were randomly categorized into three groups: Sham, OVX, and OVX + murosinol, with 10 mice per group.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningThe normalized number of fusion events, calculated as Σ(Ni-1)/Ntotal, precisely evaluates the fusion efficiency of osteoclasts.
“To precisely evaluate the fusion efficiency of osteoclasts, we calculated the normalized number of fusion events according to a previous report.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNtotal normalizes the subtle discrepancy of cell density among samples.
“Ntotal was used to normalize the subtle discrepancy of cell density among samples.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningMorusinol targets MSX2 and serves as an anabolic therapy for osteoporosis.
“Morusinol targets MSX2 and serves as an anabolic therapy for osteoporosis.”
Quote in the paperSubstantial claim- Rests on an assumption: Compared to synthetic compounds and biological agents, natural products have greater molecular rigidity, which makes them more valuable in tackling protein-protein interactions.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenβ-actin was used as the internal control for relative gene expression calculations.
“The relative gene expressions were calculated with the −ΔCT method, and β-actin was used as the internal control.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The current understanding of the role of homeobox genes in PMOP and osteoclastogenesis is superficial and scattered, and the hub homeobox genes that regulate PMOP remain unclear.
“Nevertheless, the current understanding of the role of homeobox genes in PMOP and osteoclastogenesis remains superficial and scattered, and the hub homeobox genes that regulate PMOP remain unclear.”
The paper relies on this without support.
The direct role of Msx2 in osteoclasts/osteoclastogenesis lacks solid evidence and its underlying mechanism remains unclear.
“However, the direct role of Msx2 in osteoclast remains unclear.”
“Nevertheless, the direct role of Msx2 in osteoclastogenesis lacks solid evidence, and the underlying mechanism remains unclear; therefore, we focused on Msx2 in this study.”
The paper relies on this without support.
MSX2 serves as a co-transcriptional regulator and affects mRNA expression through other transcription factors.
“Another important role of MSX2 is to serve as a co-transcriptional regulator and to affect mRNA expression through other TFs.”
The paper relies on this without support.
PU.1 is crucial for myeloid differentiation.
“Because PU.1 is crucial for myeloid differentiation, we examined the expression of F4/80, a marker of mature monocytes and macrophages, in bone sections from Msx2 cKO mice.”
The paper relies on this without support.
Natural products generally exhibit extensive polypharmacology.
“Since natural products generally exhibits extensive polypharmacology”
The paper relies on this without support.
Most existing studies have focused on the impact of homeodomain proteins on osteogenesis, with little understanding of their roles in osteoclastogenesis.
“Nevertheless, most existing studies have focused on the impact of homeodomain proteins on osteogenesis, with little understanding of their roles in osteoclastogenesis.”
The paper relies on this without support.
Compared to synthetic compounds and biological agents, natural products have greater molecular rigidity, which makes them more valuable in tackling protein-protein interactions.
“Compared to synthetic compounds and biological agents, natural products have greater molecular rigidity, which makes them more valuable in tackling protein-protein interactions.”
The paper relies on this without support.
Anti-resorptive drugs such as bisphosphonates and denosumab are the first-line agents for osteoporosis treatment.
“Anti-resorptive drugs such as bisphosphonates and denosumab are the first-line agents for osteoporosis treatment.”
The paper relies on this without support.
Natural products are critical sources of drugs.
“Natural products are critical sources of drugs.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Self-check results appear here once an independent check has confirmed them.
Cited works that were retracted
Works this paper cites that were later retracted, from the retraction notices publishers deposit. Major when the notice came out before this paper was published.
Cites a retracted work: 10.1002/advs.201700578
InfoThe cited work was retracted on 2026-05-27 (notice 10.1002/advs.75901), not before this paper was published (2025-08-06).
Cited work 10.1002/advs.201700578 · retracted 2026-05-27 · notice 10.1002/advs.75901 · this paper published 2025-08-06
“Dou, C. et al. Graphene-based microRNA transfection blocks preosteoclast fusion to increase bone formation and vascularization. Adv. Sci. 5, 1–10 (2018). PMC5826985 29619305”
Cites
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RetractedHighly accurate protein structure prediction with AlphaFold
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Counting on natural products for drug design
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PDGF-BB secreted by preosteoclasts induces angiogenesis during coupling with osteogenesis
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“PDGF-BB + TRAP + cells are considered to be the main population of pre-osteoclasts that induce angiogenesis 11 .”
InfluentialSelf-citationInteraction between bone and immune cells: Implications for postmenopausal osteoporosis
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Msx2 deficiency in mice causes pleiotropic defects in bone growth and ectodermal organ formation
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“Recently, drugs such as teriparatide and romosozumab have been developed and applied clinically, drawing more attention to anabolic therapeutic strategies for osteoporosis treatment 62 .”
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Advances in pathogenesis and therapeutic strategies for osteoporosis
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Functional haploinsufficiency of the human homeobox gene MSX2 causes defects in skull ossification
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Msx homeobox gene family and craniofacial development
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RANKL as the master regulator of osteoclast differentiation
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Reciprocal Roles of Msx2 in Regulation of Osteoblast and Adipocyte Differentiation
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Osteoclast Multinucleation: Review of Current Literature
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Macrophages and Bone Remodeling
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Harmine enhances type H vessel formation and prevents bone loss in ovariectomized mice
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Msx2 Exerts Bone Anabolism via Canonical Wnt Signaling
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NOTCH2 Hajdu-Cheney Mutations Escape SCFFBW7-Dependent Proteolysis to Promote Osteoporosis
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Sialylation of TLR2 initiates osteoclast fusion
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Type H vessels: functions in bone development and diseases
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MSX2 in ameloblast cell fate and activity
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Targeting adipocyte ESRRA promotes osteogenesis and vascular formation in adipocyte-rich bone marrow
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Bone morphology is regulated modularly by global and regional genetic programs
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Lhx2 regulates bone remodeling in mice by modulating RANKL signaling in osteoclasts
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Dlx homeobox gene family expression in osteoclasts
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“A few studies have revealed that homeobox genes, such as Lhx2, Dlx5 , and Pax6 , affect osteoclast formation 44 – 46 ; however, these minority studies are fragmented and unsystematic.”
Self-citationDifferential Impact of Msx1 and Msx2 Homeogenes on Mouse Maxillofacial Skeleton
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Self-citationRole of RANKL (TNFSF11)-Dependent Osteopetrosis in the Dental Phenotype of Msx2 Null Mutant Mice
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PDX1+ cell budding morphogenesis in a stem cell-derived islet spheroid system
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Interplay between Pitx2 and Pax7 temporally governs specification of extraocular muscle stem cells
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“Moreover, it has been reported that homeodomain proteins playanactive role in adult bone massregulation 42,43 .”
Bone Morphology is Regulated Modularly by Global and Regional Genetic ProgramsPreprint
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Targeting adipocyte ESRRA promotes osteogenesis and vascular formation in adipocyte-rich bone marrowPreprint
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Beyond resorption: targeting osteoclast fusion and polarization to restore balanced bone remodeling
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“…cells acts as a “brake removal” for fusion by stabilizing PU.1 against FBXW7-mediated degradation; its deficiency expanded preOCs, increased PDGF-BB secretion, and augmented angiogenic coupling, preserving bone mass suggesting the potential for a preOC-centric anabolic therapy (Ma et al., 2025).”
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“UBR5 is a structurally complex ligase containing multiple functional domains and plays an important role in maintaining skeletal integrity (Wang F. et al., 2023; Wang et al., 2025).”
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ER ‐Mitochondria Tethering and Calcium Flux: A Core Mechanism for Biomineralization
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“Osteoclasts secrete factors such as PDGF-BB [57], C3a [58] and Cthrc1 [14]-and engage in bidirectional EphrinB2-EphB4 crosstalk that fine-tunes the bone resorption-formation balance [59].”
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Fan, W., Shi, B., Gao, Z., Cui, Y., & Zhu, X. (2026) · Chinese Medicine · doi:10.1186/s13020-026-01453-6
“Based on the available genetic and biochemical evidence, Msx2-Fbxw7-Pu.1 axis may be one of the important mechanisms underlying this effect, but its relative contribution to the overall action spectrum still needs to be further defined [78].”
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Zheng, M., Huang, K., She, Y., Qian, J., Zhang, F., & Zhai, Q. (2026) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2026.1926050
- Authors
- Ma, Q., Wang, S., Xue, H., Ni, L., Yuan, P., Shen, Y., Zheng, B., Wang, Q., Zhang, J., Wang, H., Xie, H., Jiang, C., Qin, A., Fan, S., Xie, Z., & Jie, Z.
- Affiliations
- Shandong University (CN)
- Sir Run Run Shaw Hospital (CN)
- Central South University (CN)
- University of Science and Technology of China (CN)
- Shanghai Jiao Tong University (CN)
- Corresponding author
- Fan, Shunwu
- Xie, Ziang
- Jie, Zhiwei
- ORCID
- Venue
- Nature Communications
- Published
- 2025-08-06
- Volume
- 16
- Issue
- 1
- Pages
- 7228-7228
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC12325673
- OpenAlex
- W4412999778
- Semantic Scholar
- 2f9754ca57d1f8dbb79f210f0efd7e9f60a924d2
- Cited by
- 15
- References
- 76
- Citations by year
- 2026: 14 · 2025: 1
- FWCI
- 4.24
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Nature Communications (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Natural Science Foundation of China (82002334, 82372440)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Bone Metabolism and Diseases
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Bone health and osteoporosis research
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Medicinal Plant Pharmacodynamics Research
- Keywords
- Msx2, osteoporosis, osteoclast fusion, osteoclast precursors, PU.1, FBXW7, ubiquitination, PDGF-BB
- MeSH terms
- Becaplermin, Animals, Bone Resorption, Disease Models, Animal, Female, Humans, Mice, Inbred C57BL, Osteoclasts
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-07.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-07.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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