Characterization of Seed Proteome Profile of Wild and Cultivated Chickpeas of India
Bibliographic record
Abstract
BACKGROUND: Chickpea is a widely grown legume in India, Australia, Canada, and Mediterranean regions. Seeds of chickpea are good source of protein for both human and animals. Wild relatives of chickpea (Cicer arietinum) are the potential gene pool for crop improvement; however, very little information is available on the seed proteome of these wild chickpeas. OBJECTIVE: We aimed to analyze the seed proteome profiles of three wild relatives of chickpea, Cicer bijugum, Cicer judaicum and Cicer microphyllum along with two cultivated varieties JG11 and DCP 92/3. METHODS: Total seed proteins were extracted using various extraction buffers for 2-D gel electrophoresis. Protein separated in a 2-D gels were subjected to image analyses, differentially expressed proteins were extracted from the gels and identified by the MALDI TOF/TOF. Seed protease inhibitors were analysed biochemically. RESULTS: We have standardized the 2-D gel electrophoresis method and separated seed proteins using the modified method. We identified a large number (400) of protein proteins which were differentially expressed in cultivated and wild type species of chickpea. A comparative analysis between C. bijugum and JG 11 revealed the presence of 9 over-expressed and 22 under-expressed proteins, while the comparison between C. bijugum with DCP 92/3 showed 8 over-expressed and 18 under-- expressed proteins. Similarly, comparative analysis between C. microphyllum with DCP 92/3 showed 8 over-expressed proteins along with 22 under-expressed proteins, while the comparative study of C. microphyllum with JG11 displayed 9 over-expressed and 24 under-expressed proteins. We also compared C. judaicum with DCP 92/3 which revealed 15 overexpressed and 11 under-expressed proteins. On the other hand, the comparative analysis of C. judaicum with JG11 showed 10 over-expressed proteins, while the numbers of under-expressed proteins were 14. Among the differentially expressed protein proteins, 19 proteins were analyzed by the MS/MS, and peptides were identified using the MASCOT search engine. In the wild relatives the differentially expressed proteins are phosphatidylinositol 4-phosphate 5- kinase, β-1-6 galactosyltransferase, RNA helicase, phenyl alanine ammonia lyase 2, flavone 3'-0-methyl transferase, Argonaute 2, Myb related protein, Tubulin beta-2 chain and others. The most important one was legumin having α- amylase inhibition activity which was up regulated in C. bijugum. We also studied the activity of protease inhibitor (trypsin and α- amylase inhibitors) in these seed lines which showed differential activity of protease inhibitors. The highest trypsin and α- amylase inhibition was observed in C. judaicum and C. bijugum, respectively. CONCLUSION: The differentially expressed proteins of wild relatives of chickpea appeared to be involved in various metabolic pathways. The study provides us information about the differences in the seed proteome of these wild species and cultivated varieties for the first time.
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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".