Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The only well described function of vitamin K (VK) is to serve as a co-factor for the γ-carboxylation of particular proteins to convert specific glutamic acid (Glu) residues to γ-carboxyglutamic acid (Gla) residues. This process involves two enzymes, γ-glutamyl carboxylase (γ-carboxylase or GGCX) and vitamin K epoxide reductase (VKORC1), which together constitute the vitamin K cycle [1]. Physiologically, γ-carboxylation is known to be critical for the function of many coagulation factors (prothrombin, factor IX, factor VII, etc), but is also implicated in the regulation of Matrix Gla Protein (MGP) that inhibits extra-osseous tissue mineralization and of osteocalcin that regulates glucose metabolism. Osteocalcin is an osteoblast-derived γ-carboxylated protein present at high concentration in the bone extracellular matrix (ECM). Because Gla osteocalcin have great affinity for hydroxyapatite, the mineral component of bone ECM, it was originally believed to play a role in bone mineralization. Nevertheless, gain- and loss-of-function mouse models of osteocalcin have shown that this protein is not required for normal bone remodeling or mineralization [2]. Instead, the characterization of Ocn−/− mice revealed that osteocalcin is acting as a bone-derived hormone regulating glucose metabolism [3-4]. Cell culture and in vivo studies have shown that osteocalcin improves glucose handling by promoting insulin secretion by β-cells on one hand and by favouring insulin sensitivity on the other hand [1]. Although both the Gla and the Glu forms of osteocalcin are detected in the serum, the vast majority of the in vitro and in vivo studies conducted so far suggests that the endocrine function of osteocalcin is fulfilled by its Glu form. Interestingly, additional experiments involving the characterization of mice having either increased or decreased osteoclast number suggest that bone resorption is required to decarboxylate and release osteocalcin from the bone matrix [5–6]. Accordingly, many but not all studies in human have shown that serum levels of Glu osteocalcin negatively correlate with insulin resistance, obesity, diabetes or markers of the metabolic syndrome [1]. So far the data on osteocalcin endocrine regulation were supporting a model in which osteocalcin produced by osteoblasts is stored as a γ-carboxylated and inactive protein in the bone ECM, before being activated by decarboxylation during bone resorption. This model predicts that blocking osteocalcin γ-carboxylation would prevent osteocalcin accumulation in the bone ECM and thereby improve glucose homeostasis. In a recent study published in The Journal of Cell Biology [7] we tested directly this assumption aiming at providing direct evidence demonstrating that γ-carboxylation acts negatively on the endocrine functions of osteocalcin. Mice lacking Ggcx or Vkorc1 globally die perinatally from severe hemorrhages, precluding the study of the role of γ-carboxylation and VK reduction on osteocalcin endocrine function in adults. Hence we generated “floxed” alleles of Ggcx and Vkorc1 in mice in order to be able to inactivate each of these two genes in a tissue-specific manner. Interestingly, mice lacking Ggcx or Vkorc1 in osteoblasts were viable and displayed a marked reduction in Gla osteocalcin serum levels while Glu osteocalcin levels were increased. In addition, osteocalcin failed to accumulate in the bone ECM in the Ggcx and Vkorc1 osteoblast-specific knockout mice. Importantly, these mice also show a significant improvement in glucose tolerance and in insulin sensitivity and were protected from high fat diet-induced insulin resistance and obesity [7]. There is only one γ-carboxylase-encoding gene in mammals; however, all vertebrates possess a second VKORC1-like encoding gene called VKORC1L1. The function of this enzyme remains unclear, but it has been suggested to have VK epoxide reductase activity in vitro, compensating for the absence of VKORC1 in particular cell culture conditions. For this reason, we also generated a conditional allele of this gene in the mouse. Our characterization of the global and osteoblast-specific Vkorc1l1 deficient mice suggests that VKORC1L1 is not implicated in osteocalcin carboxylation. In addition, deleting Vkorc1l1 in osteoblast-specific Vkorc1-deficient mice did not further affect the circulating levels of Glu osteocalcin or osteocalcin bone content when compared to Vkorc1-osteoblasts knockout littermates [7]. These results suggest that VKORC1L1 cannot compensate for VKORC1 absence with respect to γ-carboxylation in osteoblasts. However, it cannot be excluded that VKORC1 and VKORC1L1 may have redundant function(s) in osteoblasts independently of γ-carboxylation. Altogether, these studies support the conclusion that, at least in mice, Glu osteocalcin is the active form of this hormone in vivo and that γ-carboxylation negatively regulates both the bioactivity and the bioavailability of osteocalcin. In addition, this work demonstrates a novel role for vitamin K-dependent γ-carboxylation in the control of glucose metabolism and suggests that VKORC1L1 does not act as a VK reductase in vivo. Future studies will be oriented toward understanding the physiological function of VKORC1L1 in bone and in other tissues.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it