Literature DB >> 31586318

Fermented mulberry leaf meal as fishmeal replacer in the formulation of feed for carp Labeo rohita and catfish Heteropneustes fossilis-optimization by mathematical programming.

Saheli Ali1, Subrata Saha2, Anilava Kaviraj3.   

Abstract

Search for cost-effective, eco-friendly and sustainable plant resources as potential feedstuff to replace fishmeal in the formulation of feed for fish has been in the forefront of aquaculture researches since the last few years. In this study, experiments were conducted to evaluate if replacement of fishmeal by the fermented leaf meal of mulberry (Morus indica) was viable in the formulation of feed for carp fish Labeo rohita and catfish Heteropneustes fossilis. Four iso-proteinous, iso-lipidic and iso-energetic experimental feed were formulated by replacing 0, 25, 50 and 75% of fishmeal by the fermented mulberry leaf meal (FMLM), and both species were grown on these feeds for 8 weeks. Since the results revealed differences in response to fishmeal replacement level between parameters, we determined optimum fishmeal replacement level (OFRL) for each parameter from the polynomial curve equation. While maximum weight gain and specific growth rate and minimum feed conversion ratio was found at 30-32% OFRL for L. rohita and at 52-53% OFRL for H. fossilis, other parameters responded differently in both fish. Therefore, we applied a two-phase fuzzy goal programming technique using all parameters, which showed overall OFRL for L. rohita and H. fossilis as 30.95% and 52%, respectively. We also applied the concept of 'decision tree' to identify the key factor behind utilization of FMLM. It was concluded that activity of amylase and subsequent utilization of carbohydrate was the key factor in utilizing FMLM. Interestingly, H. fossilis was found more efficient in utilizing carbohydrate of FMLM than L. rohita.

Entities:  

Keywords:  Decision tree; Feedstuff; Fish; Fishmeal; Fuzzy goal programming; Mulberry

Year:  2019        PMID: 31586318     DOI: 10.1007/s11250-019-02075-x

Source DB:  PubMed          Journal:  Trop Anim Health Prod        ISSN: 0049-4747            Impact factor:   1.559


  7 in total

1.  PROTEIN BREAKDOWN IN THE BRAIN. SUBCELLULAR DISTRIBUTION AND PROPERTIES OF NEUTRAL AND ACID PROTEINASES.

Authors:  N MARKS; A LAJTHA
Journal:  Biochem J       Date:  1963-12       Impact factor: 3.857

2.  A simplified method for the determination of chromic oxide (Cr2 O3) when used as an index substance.

Authors:  D W BOLIN; R P KING; E W KLOSTERMAN
Journal:  Science       Date:  1952-12-05       Impact factor: 47.728

3.  Protein measurement with the Folin phenol reagent.

Authors:  O H LOWRY; N J ROSEBROUGH; A L FARR; R J RANDALL
Journal:  J Biol Chem       Date:  1951-11       Impact factor: 5.157

4.  Modeling the trade-off between diet costs and methane emissions: A goal programming approach.

Authors:  L E Moraes; J G Fadel; A R Castillo; D P Casper; J M Tricarico; E Kebreab
Journal:  J Dairy Sci       Date:  2015-05-14       Impact factor: 4.034

5.  Prediction of antimicrobial activity of synthetic peptides by a decision tree model.

Authors:  Felipe Lira; Pedro S Perez; José A Baranauskas; Sérgio R Nozawa
Journal:  Appl Environ Microbiol       Date:  2013-03-01       Impact factor: 4.792

6.  Accurate and interpretable nanoSAR models from genetic programming-based decision tree construction approaches.

Authors:  Ceyda Oksel; David A Winkler; Cai Y Ma; Terry Wilkins; Xue Z Wang
Journal:  Nanotoxicology       Date:  2016-04-06       Impact factor: 5.913

7.  Development of a generally applicable morphokinetic algorithm capable of predicting the implantation potential of embryos transferred on Day 3.

Authors:  Bjørn Molt Petersen; Mikkel Boel; Markus Montag; David K Gardner
Journal:  Hum Reprod       Date:  2016-09-08       Impact factor: 6.918

  7 in total
  1 in total

1.  Multi-Objective Human Resource Allocation Approach for Sustainable Traffic Management.

Authors:  Soumendra Nath Sanyal; Izabela Nielsen; Subrata Saha
Journal:  Int J Environ Res Public Health       Date:  2020-04-04       Impact factor: 3.390

  1 in total

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