scholarly journals Using machine learning to automate image segmentation for analysis of in vitro osteoclast formation and bone resorption

Bone Reports ◽  
2021 ◽  
Vol 14 ◽  
pp. 100865
Author(s):  
B.K. Davies ◽  
Andrew Hibbert ◽  
Mark Hopkinson ◽  
Gill Holdsworth ◽  
Isabel Orriss
Molecules ◽  
2021 ◽  
Vol 26 (7) ◽  
pp. 1982
Author(s):  
Wataru Ariyoshi ◽  
Shiika Hara ◽  
Ayaka Koga ◽  
Yoshie Nagai-Yoshioka ◽  
Ryota Yamasaki

Although the anti-tumor and anti-infective properties of β-glucans have been well-discussed, their role in bone metabolism has not been reviewed so far. This review discusses the biological effects of β-glucans on bone metabolisms, especially on bone-resorbing osteoclasts, which are differentiated from hematopoietic precursors. Multiple immunoreceptors that can recognize β-glucans were reported to be expressed in osteoclast precursors. Coordinated co-stimulatory signals mediated by these immunoreceptors are important for the regulation of osteoclastogenesis and bone remodeling. Curdlan from the bacterium Alcaligenes faecalis negatively regulates osteoclast differentiation in vitro by affecting both the osteoclast precursors and osteoclast-supporting cells. We also showed that laminarin, lichenan, and glucan from baker’s yeast, as well as β-1,3-glucan from Euglema gracilisas, inhibit the osteoclast formation in bone marrow cells. Consistent with these findings, systemic and local administration of β-glucan derived from Aureobasidium pullulans and Saccharomyces cerevisiae suppressed bone resorption in vivo. However, zymosan derived from S. cerevisiae stimulated the bone resorption activity and is widely used to induce arthritis in animal models. Additional research concerning the relationship between the molecular structure of β-glucan and its effect on osteoclastic bone resorption will be beneficial for the development of novel treatment strategies for bone-related diseases.


1999 ◽  
Vol 112 (21) ◽  
pp. 3657-3666 ◽  
Author(s):  
T. Laitala-Leinonen ◽  
C. Lowik ◽  
S. Papapoulos ◽  
H.K. Vaananen

The role of proton transport and production in osteoclast differentiation was studied in vitro by inhibiting the transcription/translation of carbonic anhydrase II (CA II) and vacuolar H(+)-ATPase (V-ATPase) by antisense RNA molecules. Antisense RNAs targeted against CA II, or the 16 kDa or 60 kDa subunit of V-ATPase were used to block the expression of the specific proteins. A significant decrease in bone resorption rate and TRAP-positive osteoclast number was seen in rat bone marrow cultures and fetal mouse metacarpal cultures after antisense treatment. Intravacuolar acidification in rat bone marrow cells was also significantly decreased after antisense treatment. The CA II antisense RNA increased the number of TRAP-positive mononuclear cells, suggesting inhibition of osteoclast precursor fusion. Antisense molecules decreased the number of monocytes and macrophages, but increased the number of granulocytes in marrow cultures. GM-CSF, IL-3 and IL-6 were used to stimulate haematopoietic stem cell differentiation. The 16 kDa V-ATPase antisense RNA abolished the stimulatory effect of GM-CSF, IL-3 and IL-6 on TRAP-positive osteoclast formation, but did not affect the formation of monocytes and macrophages after IL-3 treatment, or the formation of granulocytes after IL-6 treatment. These results suggest that CA II and V-ATPase are needed, not only for the actual resorption, but also for osteoclast formation in vitro.


2020 ◽  
Vol 21 (8) ◽  
pp. 2745
Author(s):  
Yukihiro Kohara ◽  
Ryuma Haraguchi ◽  
Riko Kitazawa ◽  
Yuuki Imai ◽  
Sohei Kitazawa

The functional role of the Hedgehog (Hh)-signaling pathway has been widely investigated in bone physiology/development. Previous studies have, however, focused primarily on Hh functions in bone formation, while its roles in bone resorption have not been fully elucidated. Here, we found that cyclopamine (smoothened (Smo) inhibitor), GANT-58 (GLI1 inhibitor), or GANT-61 (GLI1/2 inhibitor) significantly inhibited RANKL-induced osteoclast differentiation of bone marrow-derived macrophages. Although the inhibitory effects were exerted by cyclopamine or GANT-61 treatment during 0–48 h (early stage of osteoclast differentiation) or 48–96 h (late stage of osteoclast differentiation) after RANKL stimulation, GANT-58 suppressed osteoclast formation only during the early stage. These results suggest that the Smo-GLI1/2 axis mediates the whole process of osteoclastogenesis and that GLI1 activation is requisite only during early cellular events of osteoclastogenesis. Additionally, macrophage/osteoclast-specific deletion of Smo in mice was found to attenuate the aging phenotype characterized by trabecular low bone mass, suggesting that blockage of the Hh-signaling pathway in the osteoclast lineage plays a protective role against age-related bone loss. Our findings reveal a specific role of the Hh-signaling pathway in bone resorption and highlight that its inhibitors show potential as therapeutic agents that block osteoclast formation in the treatment of senile osteoporosis.


2019 ◽  
Vol 382 (1) ◽  
pp. 111470 ◽  
Author(s):  
Xuzhuo Chen ◽  
Xinwei Chen ◽  
Zhihang Zhou ◽  
Yi Mao ◽  
Yexin Wang ◽  
...  

2016 ◽  
Vol 6 (1) ◽  
Author(s):  
Ming-Xuan Feng ◽  
Jian-Xin Hong ◽  
Qiang Wang ◽  
Yong-Yong Fan ◽  
Chi-Ting Yuan ◽  
...  

Abstract Bone is the most common site of distant relapse in breast cancer, leading to severe complications which dramatically affect the patients’ quality of life. It is believed that the crosstalk between metastatic breast cancer cells and osteoclasts is critical for breast cancer-induced osteolysis. In this study, the effects of dihydroartemisinin (DHA) on osteoclast formation, bone resorption, osteoblast differentiation and mineralization were initially assessed in vitro, followed by further investigation in a titanium-particle-induced osteolysis model in vivo. Based on the proved inhibitory effect of DHA on osteolysis, DHA was further applied to MDA-MB-231 breast cancer-induced mouse osteolysis model, with the underlying molecular mechanisms further investigated. Here, we verified for the first time that DHA suppressed osteoclast differentiation, F-actin ring formation and bone resorption through suppressing AKT/SRC pathways, leading to the preventive effect of DHA on titanium-particle-induced osteolysis without affecting osteoblast function. More importantly, we demonstrated that DHA inhibited breast tumor-induced osteolysis through inhibiting the proliferation, migration and invasion of MDA-MB-231 cells via modulating AKT signaling pathway. In conclusion, DHA effectively inhibited osteoclastogenesis and prevented breast cancer-induced osteolysis.


Bone ◽  
2002 ◽  
Vol 30 (1) ◽  
pp. 159-163 ◽  
Author(s):  
M Tomita ◽  
X Li ◽  
Y Okada ◽  
F.N Woodiel ◽  
R.N Young ◽  
...  

Blood ◽  
1996 ◽  
Vol 88 (7) ◽  
pp. 2531-2540 ◽  
Author(s):  
U Sarma ◽  
AM Flanagan

Macrophage colony-stimulating factor (M-CSF) is essential for murine osteoclast formation and its role in human hematopoiesis in vitro is not fully defined. Therefore, we have investigated the effect of M-CSF on the formation of human osteoclasts in vitro. M-CSF was found to induce substantial bone resorption and osteoclast formation in a dose-responsive and time-dependent manner above that induced by 1,25 dihydroxyvitamin D3 (1,25 vitamin D3) in cultures of human bone marrow (BM) stromal cells sedimented onto devitalized bone. By day 14 there was a mean of approximately 50% of the surfaces of the bone slices resorbed compared with only 6% in cultures treated with 1,25 vitamin D3 alone. Osteoclasts were identified as 23c6+ cells (an antibody that recognizes the vitronectin receptor), 87.5% of which coexpressed the calcitonin receptor. The number of 23c6+ cells correlated strongly with bone resorption spatially, and in a dose-responsive and time-dependent manner; the correlation coefficient in cultures treated with 1,25 vitamin D3 alone was 0.856 and those treated with both M-CSF and 1,25 vitamin D3 was 0.880. Granulocyte-macrophage colony-stimulating factor, IL-1 beta, IL-3, IL-6, tumor necrosis factor-alpha, transforming growth factor-beta, leukemia inhibitory factor, and IL-11 did not increase bone resorption above that in 1,25 vitamin D3-treated cultures. We also found that 1,25 vitamin D3 increased, to a minor but significant degree, both bone resorption and the concentration of M-CSF in the culture supernatants above that in vehicle-treated cultures, indicating that M-CSF is present in our BM cultures, but that there is insufficient to induce substantial osteoclast formation. These results define a critical role for M-CSF in the formation of human osteoclasts.


2013 ◽  
Author(s):  
Stralberg Fredrik ◽  
Catharina Lindholm ◽  
Erik Lindstrom ◽  
Franciszek Kasprzykowski ◽  
Paul Saftig ◽  
...  

2016 ◽  
Author(s):  
Shaakirah Moosa ◽  
Abe Kasonga ◽  
Vishwa Deepak ◽  
Sumari Marais ◽  
Marlena Kruger ◽  
...  

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