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Data from: TaqMan-based duplex real-time PCR approach for analysis of grain composition (Zea mays - Sorghum bicolor) in feedstock flour mixes for bioethanol production

Metadata Updated: March 30, 2024

Some U.S bioethanol plants use a blend of maize and sorghum grains as feedstocks depending on availability and price. Knowledge of the grain composition of milled feedstock is beneficial for maximizing process efficiency and for potential future regulatory requirements. To analyze feedstock composition, we developed a duplex real-time PCR assay based on TaqMan™ probes for the simultaneous analysis of flour blends. For sorghum, the method amplified a sequence within the F-Box domain-containing protein and for maize, the method amplified a sequence of the high mobility group a (HMGa) proteins. To acquire fluorescent signals simultaneously, FAM and TAMRA fluorescent probes were used to label the sorghum- and maize- specific probes, respectively. Results showed that the primers and probes were highly specific either for maize or sorghum. The real-time duplex PCR assay was validated on simulated flour binary mixtures and high in the precision and accuracy for the sorghum PCR system. Results with the established method showed specificity and sensitivity in quantifying sorghum composition in bioethanol feedstock mixtures. Resources in this dataset:

Resource title: Primer sets used File name: Table 1 1.jpg

Resource title: Experimental setup File name: experiemntal set ups Real time PCR project Sorgh-Maize.xlsx

Resource title: Multiplex data HMGa and FBox File name: 2022-01-24 multiplex FBox - HMGa 60 C 200nM.xls Resource description: Data and analysis of sorhum maize and miusxtures using HMGa and FBox genes

Resource title: multiplex FBox HMGa flour mixes 60 C File name: 2022-02-22 multiplex FBox HMGa flour mixes 60 C 11 points.xls Resource description: PCR multiplex data FBox HMGa flour mixes 60 C

Resource title: Standard curves for zein DNA HMGa gene File name: 2022-01-11 Hmga - Zein X07535 standard curves.xls Resource description: Standard curves for zein DNA HMGa gene detection

Access & Use Information

Public: This dataset is intended for public access and use. License: us-pd

Downloads & Resources

Dates

Metadata Created Date March 30, 2024
Metadata Updated Date March 30, 2024

Metadata Source

Harvested from USDA JSON

Additional Metadata

Resource Type Dataset
Metadata Created Date March 30, 2024
Metadata Updated Date March 30, 2024
Publisher Agricultural Research Service
Maintainer
Identifier 10.15482/USDA.ADC/1529604
Data Last Modified 2024-02-15
Public Access Level public
Bureau Code 005:18
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id c810fd4f-3870-49c7-9497-74d63f59f00b
Harvest Source Id d3fafa34-0cb9-48f1-ab1d-5b5fdc783806
Harvest Source Title USDA JSON
License https://www.usa.gov/publicdomain/label/1.0/
Old Spatial {"type": "Point", "coordinates": -96.59908711943, 39.195656607371}
Program Code 005:040
Source Datajson Identifier True
Source Hash 115c7b2fb400b0ce58691c3ca7e88dc96ed3683acb2ae2b969fa7956d78cf838
Source Schema Version 1.1
Spatial {"type": "Point", "coordinates": -96.59908711943, 39.195656607371}

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