Conversion of Mechanical Force into Biochemical Signaling
Bibliographic record
Abstract
Physical forces play important roles in regulating cell proliferation, differentiation, and death by activating intracellular signal transduction pathways. How cells sense mechanical stimulation, however, is largely unknown. Most studies focus on cellular membrane proteins such as ion channels, integrins, and receptors for growth factors as mechanosensory units. Here we show that mechanical stretch-induced c-Src protein tyrosine kinase activation is mediated through the actin filament-associated protein (AFAP). Distributed along the actin filaments, AFAP can directly active c-Src through binding to its Src homology 3 and/or 2 domains. Mutations at these specific binding sites on AFAP blocked mechanical stretch-induced c-Src activation. Therefore, mechanical force can be transmitted along the cytoskeleton, and interaction between cytoskeletal associated proteins and enzymes related to signal transduction may convert physical forces into biochemical reactions. Cytoskeleton deformation-induced protein-protein interaction via specific binding sites may represent a novel intracellular mechanism for cells to sense mechanical stimulation. Physical forces play important roles in regulating cell proliferation, differentiation, and death by activating intracellular signal transduction pathways. How cells sense mechanical stimulation, however, is largely unknown. Most studies focus on cellular membrane proteins such as ion channels, integrins, and receptors for growth factors as mechanosensory units. Here we show that mechanical stretch-induced c-Src protein tyrosine kinase activation is mediated through the actin filament-associated protein (AFAP). Distributed along the actin filaments, AFAP can directly active c-Src through binding to its Src homology 3 and/or 2 domains. Mutations at these specific binding sites on AFAP blocked mechanical stretch-induced c-Src activation. Therefore, mechanical force can be transmitted along the cytoskeleton, and interaction between cytoskeletal associated proteins and enzymes related to signal transduction may convert physical forces into biochemical reactions. Cytoskeleton deformation-induced protein-protein interaction via specific binding sites may represent a novel intracellular mechanism for cells to sense mechanical stimulation. Sensing external and internal stimuli is a vital sign of living organisms. Physical forces, derived to in cellular proliferation, differentiation, and Physical forces in the of such as the and of the of and of the and the of and to forces to the of such as the important of How cells sense mechanical and convert into biochemical for signal transduction is of the mechanosensory through such as receptors in and receptors in cells in the and the cell membrane proteins and to in the of cells these transduction to intracellular and the of a mechanical into of membrane that cells in the can to mechanical stimulation. How cells sense mechanical is and ion in cell to mechanical forces, and of these can intracellular signal transduction and a to and cellular membrane and a mechanical to the a binding of kinase and to the Therefore, in to ion that cells to sense physical to the actin filament-associated AFAP AFAP AFAP growth Src actin filament-associated AFAP AFAP AFAP growth Src via that to the a the of physical forces the to the cell is to the that physical forces into biochemical through the is by that the cells and cellular via binding of growth to the the of cellular membrane proteins in mechanosensory that mechanical c-Src in cells and that stretch-induced activation of protein tyrosine cell that mechanical the binding of c-Src to the actin filament-associated protein on the of c-Src and we that the cytoskeletal can physical forces can convert physical forces into biochemical for via specific binding that mechanical can be through protein-protein and for AFAP and its and AFAP into the by the of the to and its to protein by and to sites to the of the AFAP AFAP a sense of and a of by in in a at and cells in cells for and for the cells in and on of to mechanical for a on the of as and 2 2 and and the cytoskeletal cell at for in by a protein of protein in to and to protein Src Src and and actin at AFAP a and at and and cell of protein to and at by of protein for of protein for for at by the in and to and as cell of cell for Src kinase as AFAP can directly in of and Src c-Src in Src kinase and 2 of Src and of in a at for by at for the to to the and a and at cells in for for and for and the at for in the by of by the the of cells on and and the intracellular of and its cells on and its and for at for to actin the of AFAP in stretch-induced c-Src cells on and and for and to mechanical as cells by stretch-induced activation of Src by by as at and by of by a as c-Src and and cells on and to mechanical for a of Src at the activation is a to activation of c-Src in these cells by of the of Src protein protein tyrosine as a of mechanical force on can c-Src by its on the the the of c-Src cell that the c-Src activation is to the activation of protein tyrosine these cells on Therefore, c-Src activation to be a in cell to mechanical stimuli on cells as we that for of c-Src in a cytoskeletal AFAP and is to actin filaments, the actin and along the of the cell that AFAP is for physical forces along the actin and that may c-Src to the cytoskeletal through protein we that the binding of c-Src and as by by mechanical cells studies that the kinase of c-Src is at a by is the binding of its to the between the and the kinase and the is the binding of its to the tyrosine in its of these for the Src may the AFAP Src and binding Therefore, may to the c-Src and and of c-Src to c-Src activation. interaction between AFAP and c-Src may be important mechanism for mechanical stretch-induced c-Src activation and of AFAP the of AFAP in we the of is of between and AFAP is of the and for AFAP protein in in the Src binding for Src and actin binding in is on as by sites as of and by in of in protein is actin in cells as by to actin and the for AFAP by to and of for Src and actin binding in of in of for of by of actin cells and for the actin the of along actin tyrosine of and its binding cell the and the the binding of to the Src and domains. cell the protein the protein the Src by protein proteins to the the protein in cells is and to c-Src as by and the binding of Src and to proteins Src and and on cell and the proteins by and to to to Src and to to of AFAP AFAP can c-Src in of proteins and of c-Src at the and in the of AFAP and on c-Src kinase the of kinase of of c-Src c-Src Src protein in cells that Src activation to its via mechanism in kinase cells the of kinase may c-Src kinase a specific Src and c-Src directly of AFAP and c-Src protein tyrosine and Src c-Src c-Src kinase into protein tyrosine the of the of and the of c-Src and AFAP protein by the of c-Src in by the Src kinase in c-Src directly c-Src in in a in Src kinase Src c-Src and of of the by c-Src activation is a of c-Src a Src by and to of the Src in a of and on c-Src to is mediated through binding a of of the of in the of is a binding of the to at protein tyrosine and c-Src and to at in the of the such Src binding in AFAP c-Src a of at and protein tyrosine and the of c-Src at and and on of the of c-Src to and that Src activation is associated a in the of the tyrosine is that and/or activation of Src protein tyrosine is a and the activation of protein tyrosine binding of c-Src and c-Src in cells the protein c-Src in that AFAP c-Src through these specific Src and binding binding in c-Src activation. 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important for these external and internal in the ion and the of these for on cellular membrane proteins such as ion and growth receptors that a in sense mechanical in the that mechanical force can be on the we that proteins such as AFAP and convert mechanical stimuli into biochemical of through specific binding sites for protein-protein may represent a intracellular mechanosensory for protein a to physical binding to Src and to to c-Src and Src and these protein tyrosine and Src Src and binding is associated to mechanical stimulation, may c-Src through to of that the Src in AFAP is for stretch-induced c-Src activation. blocked mechanical stretch-induced c-Src activation in cell in such that the of the Src binding is for c-Src activation. that may to we that Src binding is in mechanical stretch-induced c-Src activation. may the between AFAP and c-Src through the and c-Src can on the binding sites of may the binding of AFAP to c-Src and/or the binding of AFAP to c-Src c-Src can Src at tyrosine and cellular of protein-protein in intracellular signal transduction of and in proteins that and as in that physical of the force receptors and in and of the mechanical can the of these the is a biochemical be a of a mechanism of that mechanical the growth that physical forces such as by the by protein of the by at of the cell by of the signal to the membrane How the physical is into biochemical is on the we that mechanosensory through the growth be mediated through protein-protein via specific binding AFAP and c-Src as we that mechanical forces be into biochemical related to intracellular signal transduction through specific between and related to and for proteins and for the Src kinase c-Src and for the of stretch-induced
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".