| Literature DB >> 31193029 |
Cláudia P Passos1, Alisa Rudnitskaya2, José M M G C Neves1, Guido R Lopes1, Manuel A Coimbra1.
Abstract
The data presented here are related to the research paper entitled "Structural features of spent coffee grounds water-soluble polysaccharides: towards tailor-made microwave assisted extractions" [1]. Microwave assisted extraction conditions were applied to spent coffee grounds for recovery of polysaccharides, namely arabinogalactans and galactomannans. Following an experimental design testing temperature, time, and alkali conditions as influence factors during microwave assisted extraction, this article reports the response data for the total extracted mass, sugars yield (including arabinogalactans and galactomannans total content, and mass ratio), and structural features (including degree of polymerization and degree of branching) for each set of operating conditions. In addition, it provides gas chromatography-mass spectrometry (GC-MS) chromatograms (and respective GC-MS spectra) of arabinogalactan and galactomannan mixtures with different structural features corresponding to representative microwave treatment conditions.Entities:
Keywords: Arabinogalactans; Coffee residue; Galactomannans; Methylation analysis; Microwave assisted extraction; Polysaccharides
Year: 2019 PMID: 31193029 PMCID: PMC6514364 DOI: 10.1016/j.dib.2019.103931
Source DB: PubMed Journal: Data Brief ISSN: 2352-3409
Fig. 1Chromatogram of a sample B at 140 °C, 2 min under NaOH (respective data are shown in Table 1).
Fig. 2Mass spectra for each one of the major partially methylated alditol acetates identified in the chromatogram represented in Fig. 1 (sample B at 140 °C, 2 min under NaOH). Also represented are the total abundance (%) and the ion maximum relative abundances: a) T-Araf; b) 5-Araf; c) T-Glcp; d) T-Manp; e) T-Galp; f) 4-Manp; g) 4-Glcp; h) 3-Galp; i) 6-Galp; j) 4,6-Manp; k) 3,6-Galp.
Chemical characterization of water-soluble material obtained under microwave assisted conditions using aqueous/or dilute alkali treatments at 140 °C. The data includes total soluble solids mass yield [ηtotal soluble solids, (%, w/w)]; total sugars yield (ηsugars, %); arabinogalactans (AG) sugar content [ηAG, (mgAG/gSCG)] and (ηAG, %); galactomannans (GM) sugar content [ηGM, (mgGM/gSCG)] and (ηGM, %); degree of polymerization (DP); and degree of branching (DB).
| t (min) | Aqueous | NaOH | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 min | 5 min | 10 min | 2 min | 5 min | 10 min | ||||||||
| A | B | A | B | A | B | A | B | A | B | A | B | ||
| 9.0 | 10.3 | 8.7 | 8.3 | 13.8 | 8.9 | 8.4 | 8.5 | 7.3 | 7.9 | 8.5 | 8.9 | ||
| 40.0 | 43.5 | 64.7 | 42.0 | 47.6 | 54.7 | 36.4 | 28.1 | 36.0 | 34.0 | 43.6 | 41.8 | ||
| Linkage (%) | |||||||||||||
| T-Ara | 2.6 | 3.8 | 4.5 | 2.4 | 3.7 | 3.2 | 1.8 | 2.6 | 3.0 | 5.0 | 2.9 | 3.3 | |
| 5-Ara | 0.0 | 0.8 | 1.7 | 0.9 | 1.9 | 1.2 | 1.0 | 1.5 | 1.1 | 0.6 | 1.2 | 0.9 | |
| Total Ara (M) | |||||||||||||
| (A) | |||||||||||||
| T-Man | 1.2 | 1.4 | 2.0 | 1.6 | 2.1 | 1.5 | 1.5 | 2.2 | 1.1 | 1.2 | 1.7 | 1.4 | |
| 4-Man | 69.5 | 64.6 | 56.3 | 59.6 | 50.9 | 53.2 | 52.5 | 52.3 | 38.4 | 48.7 | 46.9 | 41.6 | |
| 4,6-Man | 1.7 | 1.6 | 3.3 | 2.5 | 3.2 | 2.2 | 2.7 | 4.3 | 1.8 | 1.2 | 2.3 | 2.1 | |
| Total Man (M) | |||||||||||||
| (A) | |||||||||||||
| T-Gal | 3.7 | 4.3 | 6.0 | 4.7 | 6.8 | 4.7 | 12.8 | 4.7 | 8.1 | 6.5 | 6.1 | 4.9 | |
| 6-Gal | 1.6 | 1.4 | 2.9 | 2.3 | 3.6 | 2.8 | 2.3 | 4.1 | 3.8 | 1.9 | 3.3 | 2.7 | |
| 3-Gal | 12.4 | 12.9 | 11.9 | 14.4 | 15.3 | 18.9 | 12.8 | 12.7 | 25.7 | 20.6 | 18.1 | 19.1 | |
| 3,6-Gal | 6.1 | 8.3 | 10.3 | 10.9 | 10.8 | 11.4 | 9.6 | 12.2 | 15.6 | 12.8 | 12.8 | 13.3 | |
| Total Gal (M) | |||||||||||||
| (A) | |||||||||||||
| T-Glc | 0.0 | 0.0 | 0.1 | 0.0 | 0.1 | 0.1 | 0.1 | 0.3 | 0.1 | 0.0 | 1.0 | 0.0 | |
| 4-Glc | 1.3 | 1.0 | 1.1 | 0.7 | 1.4 | 0.9 | 2.9 | 2.8 | 1.5 | 1.6 | 3.6 | 10.8 | |
| Total Glc (M) | |||||||||||||
| (A) | |||||||||||||
| 7.8 | 13.4 | 19.0 | 11.6 | 25.5 | 19.4 | 11.6 | 8.0 | 14.5 | 12.3 | 15.6 | 15.5 | ||
| 25 | 30 | 34 | 33 | 39 | 40 | 38 | 34 | 55 | 46 | 42 | 42 | ||
| DPAG | 6.0 | 5.9 | 4.6 | 6.4 | 4.9 | 7.6 | 2.7 | 6.2 | 6.4 | 6.3 | 6.2 | 7.7 | |
| DBAG | 0.28 | 0.33 | 0.37 | 0.37 | 0.33 | 0.32 | 0.28 | 0.42 | 0.30 | 0.32 | 0.34 | 0.35 | |
| 23.7 | 30.9 | 36.3 | 23.1 | 39.0 | 28.7 | 18.2 | 15.0 | 11.3 | 14.0 | 19.6 | 17.4 | ||
| 74 | 69 | 65 | 66 | 60 | 59 | 59 | 63 | 43 | 52 | 53 | 47 | ||
| DPGM | 62.3 | 48.8 | 30.6 | 39.5 | 26.3 | 38.2 | 37.9 | 26.6 | 39.2 | 43.3 | 30.8 | 32.1 | |
| DBGM | 0.02 | 0.02 | 0.05 | 0.04 | 0.06 | 0.04 | 0.05 | 0.07 | 0.04 | 0.02 | 0.05 | 0.05 | |
| AG/GM | 0.3 | 0.4 | 0.5 | 0.5 | 0.7 | 0.7 | 0.6 | 0.5 | 1.3 | 0.9 | 0.8 | 0.9 | |
Reprint from Passos et al., Ref. [1]. Samples A and B are the duplicate samples respectively obtained at reactor A and B in each microwave run. (M) Glycosidic-linkage composition of polysaccharides was determined as partially methylated alditol acetated by methylation analysis with GC-MS. (A) Sugar composition determined by derivatization to alditol acetates and analysis by GC-FID.
[AG/(AG + GM)].
[GM/(AG + GM)]. DP – Degree of polymerization. DB – Degree of Branching.
Fig. 3Chromatograms Map for glycosidic-linkage analyses for different microwave assisted operating conditions. Chromatograms obtained towards increasing temperature (vertical): a) 140 °C; b) 170 °C; c) 200 °C. Chromatograms obtained with increasing time (horizontal): d) 2 min; b) 5 min; e) 10 min.
Chemical characterization of water-soluble material obtained under microwave assisted conditions using aqueous/or dilute alkali treatments at 170 °C. The data includes total soluble solids mass yield [ηtotal soluble solids, (%, w/w)]; total sugars yield (ηsugars, %); arabinogalactans (AG) sugar content [ηAG, (mgAG/gSCG)] and (ηAG, %); galactomannans (GM) sugar content [ηGM, (mgGM/gSCG)] and (ηGM, %); degree of polymerization (DP); and degree of branching (DB).
| t (min) | Aqueous | NaOH | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 min | 5 min | 10 min | 2 min | 5 min | 10 min | ||||||||
| A | B | A | B | A | B | A | B | A | B | A | B | ||
| 12.9 | 11.3 | 13.4 | 16.9 | 20.2 | 16.9 | 12.6 | 9.9 | 14.6 | 17.9 | 23.9 | 17.8 | ||
| 58.3 | 55.8 | 65.1 | 58.3 | 71.6 | 65.0 | 58.8 | 56.8 | 62.9 | 60.6 | 66.9 | 62.8 | ||
| Linkage (%) | |||||||||||||
| T-Ara | 3.2 | 3.0 | 3.4 | 3.9 | 2.0 | 2.6 | 4.5 | 5.1 | 4.0 | 5.1 | 2.6 | 2.4 | |
| 5-Ara | 1.6 | 1.1 | 1.1 | 1.1 | 0.0 | 0.5 | 0.9 | 0.6 | 0.8 | 0.4 | 0.5 | 0.3 | |
| Total Ara (M) | |||||||||||||
| (A) | |||||||||||||
| T-Man | 2.1 | 1.1 | 1.4 | 1.1 | 0.6 | 1.6 | 1.0 | 0.8 | 1.2 | 0.9 | 2.5 | 1.3 | |
| 4-Man | 40.3 | 38.4 | 37.8 | 35.0 | 20.1 | 26.0 | 30.6 | 36.3 | 26.3 | 24.3 | 24.0 | 22.5 | |
| 4,6-Man | 4.1 | 1.8 | 3.1 | 1.8 | 1.3 | 0.9 | 1.5 | 0.6 | 2.4 | 0.7 | 2.0 | 0.8 | |
| Total Man (M) | |||||||||||||
| (A) | |||||||||||||
| T-Gal | 8.0 | 8.1 | 8.0 | 7.8 | 10.5 | 10.6 | 9.3 | 7.6 | 9.4 | 10.2 | 13.4 | 11.6 | |
| 6-Gal | 6.1 | 3.8 | 5.5 | 3.6 | 5.6 | 4.8 | 4.7 | 1.2 | 5.8 | 3.0 | 7.8 | 4.8 | |
| 3-Gal | 16.4 | 25.7 | 20.0 | 24.6 | 30.5 | 33.1 | 25.7 | 32.8 | 26.5 | 34.8 | 27.1 | 34.9 | |
| 3,6-Gal | 14.1 | 15.6 | 18.7 | 20.7 | 28.8 | 19.5 | 21.1 | 15.2 | 22.1 | 19.9 | 19.1 | 17.7 | |
| Total Gal (M) | |||||||||||||
| (A) | |||||||||||||
| T-Glc | 0.2 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 | |
| 1,4-Glc | 3.1 | 1.5 | 1.0 | 0.5 | 0.6 | 0.5 | 0.6 | 0.7 | 1.4 | 0.8 | 1.0 | 3.9 | |
| Total Glc (M) | |||||||||||||
| (A) | |||||||||||||
| 34.6 | 35.0 | 46.6 | 58.7 | 110.4 | 77.3 | 47.9 | 34.7 | 60.9 | 79.0 | 109.4 | 78.9 | ||
| 46 | 55 | 54 | 60 | 76 | 70 | 65 | 62 | 66 | 73 | 68 | 71 | ||
| DPAG | 5.1 | 6.4 | 6.2 | 7.0 | 7.1 | 6.4 | 6.4 | 7.4 | 6.6 | 6.6 | 4.9 | 5.9 | |
| DBAG | 0.35 | 0.30 | 0.38 | 0.38 | 0.39 | 0.29 | 0.36 | 0.27 | 0.36 | 0.30 | 0.29 | 0.26 | |
| 38.1 | 27.2 | 39.5 | 38.9 | 33.7 | 32.3 | 25.6 | 21.0 | 29.7 | 28.8 | 48.7 | 28.3 | ||
| 51 | 43 | 45 | 40 | 23 | 29 | 35 | 37 | 32 | 26 | 30 | 25 | ||
| DPGM | 22.4 | 39.2 | 31.2 | 35.0 | 36.7 | 17.5 | 31.7 | 47.1 | 24.6 | 29.5 | 11.5 | 19.6 | |
| DBGM | 0.09 | 0.04 | 0.07 | 0.05 | 0.06 | 0.03 | 0.05 | 0.02 | 0.08 | 0.03 | 0.07 | 0.03 | |
| AG/GM | 1.3 | 1.2 | 1.5 | 3.3 | 2.4 | 1.9 | 1.7 | 2.1 | 2.7 | 2.2 | 2.8 | ||
Samples A and B are the duplicate samples respectively obtained at reactor A and B in each microwave run. (M) Glycosidic-linkage composition of polysaccharides was determined as partially methylated alditol acetated by methylation analysis with GC-MS. (A) Sugar composition determined by derivatization to alditol acetates and analysis by GC-FID.
[AG/(AG + GM)].
[GM/(AG + GM)]. DP – Degree of polymerization. DB – Degree of Branching.
Chemical characterization of water-soluble material obtained under microwave assisted conditions using aqueous/or dilute alkali treatments at 200 °C. The data includes total soluble solids mass yield [ηtotal soluble solids, (%, w/w)]; total sugars yield (ηsugars, %); arabinogalactans (AG) sugar content [ηAG, (mgAG/gSCG)] and (ηAG, %); galactomannans (GM) sugar content [ηGM, (mgGM/gSCG)] and (ηGM, %); degree of polymerization (DP); and degree of branching (DB).
| t (min) | Aqueous | NaOH | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 min | 5 min | 2 min | 5 min | |||||||||
| A | B | A | B | A | B | A | B | |||||
| 22.4 | 19.2 | 27.2 | 26.8 | 17.8 | 15.4 | 22.1 | 21.3 | |||||
| 45.5 | 50.1 | 52.3 | 49.6 | 58.1 | 59.4 | 68.0 | 42.8 | |||||
| Linkage (%) | ||||||||||||
| T-Ara | 3.7 | 3.1 | 2.6 | 1.9 | 3.8 | 3.2 | 2.7 | 2.3 | ||||
| 5-Ara | 1.1 | 0.0 | 0.0 | 0.0 | 0.9 | 0.3 | 0.8 | 0.5 | ||||
| Total Ara (M) | ||||||||||||
| (A) | ||||||||||||
| T-Man | 4.1 | 4.2 | 3.5 | 1.8 | 1.8 | 1.9 | 3.7 | 3.4 | ||||
| 4-Man | 22.7 | 20.1 | 24.3 | 22.4 | 29.6 | 33.6 | 26.7 | 24.3 | ||||
| 4,6-Man | 1.8 | 1.5 | 2.9 | 0.9 | 2.3 | 0.9 | 2.3 | 2.3 | ||||
| Total Man (M) | ||||||||||||
| (A) | ||||||||||||
| T-Gal | 13.1 | 13.1 | 13.1 | 12.7 | 10.7 | 9.2 | 11.1 | 12.6 | ||||
| 6-Gal | 8.4 | 6.9 | 9.8 | 5.2 | 6.4 | 3.4 | 7.3 | 8.1 | ||||
| 3-Gal | 26.4 | 31.4 | 25.9 | 35.6 | 24.6 | 30.3 | 25.0 | 24.4 | ||||
| 3,6-Gal | 16.3 | 18.4 | 17.1 | 17.6 | 18.6 | 16.1 | 18.1 | 18.2 | ||||
| Total Gal (M) | ||||||||||||
| (A) | ||||||||||||
| T-Glc | 0.3 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 | 0.0 | 0.2 | ||||
| 4-Glc | 0.2 | 1.3 | 0.9 | 2.0 | 1.1 | 1.1 | 1.0 | 3.2 | ||||
| Total Glc (M) | ||||||||||||
| (A) | ||||||||||||
| 69.8 | 68.8 | 93.2 | 95.7 | 64.8 | 56.4 | 95.4 | 58.7 | |||||
| 69 | 71 | 66 | 72 | 63 | 62 | 64 | 64 | |||||
| DPAG | 4.8 | 5.2 | 4.8 | 5.5 | 5.4 | 6.3 | 5.4 | 4.8 | ||||
| DBAG | 0.26 | 0.27 | 0.27 | 0.25 | 0.32 | 0.28 | 0.31 | 0.30 | ||||
| 31.5 | 26.3 | 47.6 | 34.5 | 37.2 | 34.3 | 52.9 | 29.5 | |||||
| 31 | 27 | 34 | 26 | 36 | 37 | 35 | 32 | |||||
| DPGM | 7.0 | 6.2 | 8.9 | 13.7 | 18.7 | 19.4 | 8.7 | 8.9 | ||||
| DBGM | 0.06 | 0.09 | 0.09 | 0.03 | 0.07 | 0.03 | 0.07 | 0.08 | ||||
| AG/GM | 2.6 | 2.0 | 2.8 | 1.7 | 1.6 | 1.8 | 2.0 | |||||
Samples A and B are the duplicate samples respectively obtained at reactor A and B in each microwave run. (M) Glycosidic-linkage composition of polysaccharides was determined as partially methylated alditol acetated by methylation analysis with GC-MS. (A) Sugar composition determined by derivatization to alditol acetates and analysis by GC-FID.
[AG/(AG + GM)].
[GM/(AG + GM)]. DP – Degree of polymerization. DB – Degree of Branching.
Fig. 4Contour plot representation of the interaction between the operating conditions, time (t) and temperature (T) for: a) total soluble solids mass yield [ηtotal soluble solids, (%, w/w)]; and b) arabinogalactans content [ηAG, (mgAG/gSCG)].
Results of multiple comparison using Bonferroni test for total soluble solids mass yield.
| Pairs | Lower confidence interval | Estimate of difference of means | Upper confidence interval | p-value |
|---|---|---|---|---|
| T(140) × T(170) | −8.32 | −6.30 | −4.29 | 0.000 |
| T(140) × T(200) | −18.65 | −15.73 | −12.81 | 0.000 |
| T(170) × T(200) | −12.34 | −9.43 | −6.51 | 0.000 |
| t(2) × t(5) | −4.97 | −2.57 | −0.17 | 0.034 |
| t(2) × t(10) | −9.13 | −6.05 | −2.97 | 0.000 |
| t(5) × t(10) | −6.56 | −3.48 | −0.40 | 0.023 |
| (No alkali) × (Alkali) | −0.19 | 1.40 | 2.99 | 0.082 |
| T(140),t(2) × T(170),t(2) | −8.01 | −2.88 | 2.26 | 1.000 |
| T(140),t(2) × T(200),t(2) | −15.05 | −9.92 | −4.78 | 0.000 |
| T(140),t(2) × T(140),t(5) | −4.38 | 0.76 | 5.89 | 1.000 |
| T(140),t(2) × T(170),t(5) | −12.03 | −6.90 | −1.76 | 0.003 |
| T(140),t(2) × T(200),t(5) | −20.68 | −15.55 | −10.42 | 0.000 |
| T(140),t(2) × T(140),t(10) | −6.33 | −1.20 | 3.93 | 1.000 |
| T(140),t(2) × T(170),t(10) | −16.04 | −10.91 | −5.77 | 0.000 |
| T(170), t(2) × T(200),t(2) | −12.17 | −7.04 | −1.91 | 0.002 |
| T(170), t(2) × T(140),t(5) | −1.50 | 3.63 | 8.76 | 0.574 |
| T(170), t(2) × T(170),t(5) | −9.15 | −4.02 | 1.11 | 0.309 |
| T(170), t(2) × T(200),t(5) | −17.81 | −12.68 | −7.54 | 0.000 |
| T(170), t(2) × T(140),t(10) | −3.46 | 1.67 | 6.80 | 1.000 |
| T(170), t(2) × T(170),t(10) | −13.16 | −8.03 | −2.90 | 0.000 |
| T(200),t(2) × T(140),t(5) | 5.54 | 10.67 | 15.80 | 0.000 |
| T(200),t(2) × T(170),t(5) | −2.11 | 3.02 | 8.15 | 1.000 |
| T(200),t(2) × T(2000),t(5) | −10.77 | −5.64 | −0.50 | 0.022 |
| T(200),t(2) × T(140),t(10) | 3.58 | 8.71 | 13.84 | 0.000 |
| T(200),t(2) × T(170),t(10) | −6.12 | −0.99 | 4.14 | 1.000 |
| T(140),t(5) × T(170),t(5) | −12.78 | −7.65 | −2.52 | 0.001 |
| T(140),t(5) × T(200),t(5) | −21.44 | −16.31 | −11.17 | 0.000 |
| T(140),t(5) × T(140),t(10) | −7.09 | −1.96 | 3.17 | 1.000 |
| T(140),t(5) × T(170),t(10) | −16.79 | −11.66 | −6.53 | 0.000 |
| T(170),t(5) × T(200),t(5) | −13.79 | −8.66 | −3.52 | 0.000 |
| T(170),t(5) × T(140),t(10) | 0.56 | 5.69 | 10.82 | 0.020 |
| T(170),t(5) × T(170),t(10) | −9.14 | −4.01 | 1.12 | 0.314 |
| T(200),t(5) × T(140),t(10) | 9.22 | 14.35 | 19.48 | 0.000 |
| T(200),t(5) × T(170),t(10) | −0.49 | 4.65 | 9.78 | 0.112 |
| T(140),t(10) × T(170),t(10) | −14.83 | −9.70 | −4.57 | 0.000 |
| T(140),(No Alkali) × T(170),(No Alkali) | −8.78 | −5.18 | −1.57 | 0.002 |
| T(140),(No Alkali) × T(2000),(No Alkali) | −22.09 | −17.36 | −12.63 | 0.000 |
| T(140),(No Alkali) × T(140),(Alkali) | −2.17 | 1.43 | 5.03 | 1.000 |
| T(140),(No Alkali) × T(170), (Alkali) | −9.63 | −6.00 | −2.38 | 0.000 |
| T(140),(No Alkali) × T(200),(Alkali) | −17.35 | −12.67 | −7.99 | 0.000 |
| T(170),(No Alkali) × T(200),(No Alkali) | −16.92 | −12.19 | −7.46 | 0.000 |
| T(170),(No Alkali) × T(140),(Alkali) | 2.98 | 6.61 | 10.23 | 0.000 |
| T(170),(No Alkali) × T(170),(Alkali) | −4.43 | −0.83 | 2.78 | 1.000 |
| T(170),(No Alkali) × T(200),(Alkali) | −12.17 | −7.49 | −2.81 | 0.000 |
| T(200),(No Alkali) × T(140),(Alkali) | 14.11 | 18.79 | 23.47 | 0.000 |
| T(200),(No Alkali) × T(170),(Alkali) | 6.68 | 11.36 | 16.04 | 0.000 |
| T(200),(No Alkali) × T(200),(Alkali) | 0.15 | 4.70 | 9.24 | 0.039 |
| T(140),(Alkali) × T(170),(Alkali) | −11.03 | −7.43 | −3.83 | 0.000 |
| T(140),(Alkali) × T(200),(Alkali) | −18.83 | −14.10 | −9.37 | 0.000 |
| T(170),(Alkali) × T(200),(Alkali) | −11.39 | −6.66 | −1.93 | 0.002 |
| t(2),(No Alkali) × t(5),(No Alkali) | −6.73 | −2.44 | 1.85 | 1.000 |
| t(2),(No Alkali) × t(10),(No Alkali) | −10.74 | −5.50 | −0.26 | 0.034 |
| t(2),(No Alkali) × t(2),(Alkali) | −2.52 | 1.77 | 6.06 | 1.000 |
| t(2),(No Alkali) × t(5),(Alkali) | −5.23 | −0.92 | 3.39 | 1.000 |
| t(2),(No Alkali) × t(10),(Alkali) | −10.01 | −4.83 | 0.35 | 0.085 |
| t(5),(No Alkali) × t(10),(No Alkali) | −8.29 | −3.06 | 2.18 | 1.000 |
| t(5),(No Alkali) × t(2),(Alkali) | −0.10 | 4.21 | 8.52 | 0.060 |
| t(5),(No Alkali) × t(5),(Alkali) | −2.77 | 1.52 | 5.81 | 1.000 |
| t(5),(No Alkali) × t(10),(Alkali) | −7.57 | −2.39 | 2.80 | 1.000 |
| t(10),(No Alkali) × t(2),(Alkali) | 2.08 | 7.27 | 12.45 | 0.002 |
| t(10),(No Alkali) × t(5),(Alkali) | −0.61 | 4.58 | 9.76 | 0.123 |
| t(10),(No Alkali) × t(10),(Alkali) | −4.72 | 0.67 | 6.05 | 1.000 |
| t(2),(Alkali) × t(5),(Alkali) | −6.98 | −2.69 | 1.60 | 0.763 |
| t(2),(Alkali) × t(10),(Alkali) | −11.84 | −6.60 | −1.36 | 0.006 |
| t(5),(Alkali) × t(10),(Alkali) | −9.15 | −3.91 | 1.33 | 0.337 |
T – temperature (140 °C, 170 °C, 200 °C), t – time (2 min, 5 min, 10 min), Alkali – dilute alkali conditions or No Alkali – aqueous conditions.
Results of multiple comparison using Bonferroni test for total sugar yield.
| Pairs | Lower confidence interval | Estimate of difference of means | Upper confidence interval | p-value |
|---|---|---|---|---|
| T(140) × T(170) | −0.26 | −0.19 | −0.13 | 0.000 |
| T(140) × T(200) | −0.21 | −0.11 | −0.02 | 0.020 |
| T(170) × T(200) | −0.01 | 0.08 | 0.18 | 0.116 |
| t(2) × t(5) | −0.13 | −0.04 | 0.05 | 0.739 |
| t(2) × t(10) | −0.28 | −0.16 | −0.04 | 0.006 |
| t(5) × t(10) | −0.24 | −0.12 | 0.00 | 0.053 |
| (No alkali) × (Alkali) | −0.03 | 0.03 | 0.09 | 0.354 |
| T(140),t(2) × T(170),t(2) | −0.37 | −0.20 | −0.04 | 0.008 |
| T(140),t(2) × T(200),t(2) | −0.33 | −0.16 | 0.01 | 0.067 |
| T(140),t(2) × T(140),t(5) | −0.24 | −0.07 | 0.10 | 1.000 |
| T(140),t(2) × T(170),t(5) | −0.42 | −0.25 | −0.08 | 0.001 |
| T(140),t(2) × T(200),t(5) | −0.33 | −0.16 | 0.01 | 0.070 |
| T(140),t(2) × T(140),t(10) | −0.27 | −0.10 | 0.07 | 1.000 |
| T(140),t(2) × T(170),t(10) | −0.46 | −0.30 | −0.13 | 0.000 |
| T(170), t(2) × T(200),t(2) | −0.13 | 0.04 | 0.21 | 1.000 |
| T(170), t(2) × T(140),t(5) | −0.04 | 0.13 | 0.30 | 0.296 |
| T(170), t(2) × T(170),t(5) | −0.21 | −0.04 | 0.13 | 1.000 |
| T(170), t(2) × T(200),t(5) | −0.13 | 0.04 | 0.21 | 1.000 |
| T(170), t(2) × T(140),t(10) | −0.06 | 0.11 | 0.27 | 1.000 |
| T(170), t(2) × T(170),t(10) | −0.26 | −0.09 | 0.08 | 1.000 |
| T(200),t(2) × T(140),t(5) | −0.08 | 0.09 | 0.26 | 1.000 |
| T(200),t(2) × T(170),t(5) | −0.25 | −0.08 | 0.08 | 1.000 |
| T(200),t(2) × T(2000),t(5) | −0.17 | 0.00 | 0.17 | 1.000 |
| T(200),t(2) × T(140),t(10) | −0.10 | 0.06 | 0.23 | 1.000 |
| T(200),t(2) × T(170),t(10) | −0.30 | −0.13 | 0.03 | 0.287 |
| T(140),t(5) × T(170),t(5) | −0.34 | −0.18 | −0.01 | 0.035 |
| T(140),t(5) × T(200),t(5) | −0.26 | −0.09 | 0.08 | 1.000 |
| T(140),t(5) × T(140),t(10) | −0.20 | −0.03 | 0.14 | 1.000 |
| T(140),t(5) × T(170),t(10) | −0.39 | −0.22 | −0.06 | 0.003 |
| T(170),t(5) × T(200),t(5) | −0.08 | 0.09 | 0.25 | 1.000 |
| T(170),t(5) × T(140),t(10) | −0.02 | 0.15 | 0.32 | 0.138 |
| T(170),t(5) × T(170),t(10) | −0.22 | −0.05 | 0.12 | 1.000 |
| T(200),t(5) × T(140),t(10) | −0.11 | 0.06 | 0.23 | 1.000 |
| T(200),t(5) × T(170),t(10) | −0.30 | −0.13 | 0.03 | 0.274 |
| T(140),t(10) × T(170),t(10) | −0.37 | −0.20 | −0.03 | 0.012 |
| T(140),(No Alkali) × T(170),(No Alkali) | −0.25 | −0.14 | −0.02 | 0.015 |
| T(140),(No Alkali) × T(2000),(No Alkali) | −0.17 | −0.01 | 0.14 | 1.000 |
| T(140),(No Alkali) × T(140),(Alkali) | 0.00 | 0.12 | 0.24 | 0.046 |
| T(140),(No Alkali) × T(170), (Alkali) | −0.25 | −0.13 | −0.01 | 0.026 |
| T(140),(No Alkali) × T(200),(Alkali) | −0.24 | −0.09 | 0.07 | 1.000 |
| T(170),(No Alkali) × T(200),(No Alkali) | −0.03 | 0.12 | 0.28 | 0.260 |
| T(170),(No Alkali) × T(140),(Alkali) | 0.14 | 0.26 | 0.38 | 0.000 |
| T(170),(No Alkali) × T(170),(Alkali) | −0.11 | 0.01 | 0.13 | 1.000 |
| T(170),(No Alkali) × T(200),(Alkali) | −0.11 | 0.05 | 0.20 | 1.000 |
| T(200),(No Alkali) × T(140),(Alkali) | −0.02 | 0.13 | 0.29 | 0.130 |
| T(200),(No Alkali) × T(170),(Alkali) | −0.27 | −0.11 | 0.04 | 0.346 |
| T(200),(No Alkali) × T(200),(Alkali) | −0.22 | −0.07 | 0.08 | 1.000 |
| T(140),(Alkali) × × T(170),(Alkali) | −0.37 | −0.25 | −0.13 | 0.000 |
| T(140),(Alkali) × T(200),(Alkali) | −0.36 | −0.21 | −0.05 | 0.004 |
| T(170),(Alkali) × T(200),(Alkali) | −0.11 | 0.04 | 0.20 | 1.000 |
| t(2),(No Alkali) × t(5),(No Alkali) | −0.23 | −0.07 | 0.10 | 1.000 |
| t(2),(No Alkali) × t(10),(No Alkali) | −0.37 | −0.17 | 0.03 | 0.180 |
| t(2),(No Alkali) × t(2),(Alkali) | −0.16 | 0.01 | 0.17 | 1.000 |
| t(2),(No Alkali) × t(5),(Alkali) | −0.18 | −0.01 | 0.16 | 1.000 |
| t(2),(No Alkali) × t(10),(Alkali) | −0.34 | −0.15 | 0.05 | 0.368 |
| t(5),(No Alkali) × t(10),(No Alkali) | −0.30 | −0.10 | 0.10 | 1.000 |
| t(5),(No Alkali) × t(2),(Alkali) | −0.09 | 0.07 | 0.24 | 1.000 |
| t(5),(No Alkali) × t(5),(Alkali) | −0.11 | 0.06 | 0.22 | 1.000 |
| t(5),(No Alkali) × t(10),(Alkali) | −0.28 | −0.08 | 0.12 | 1.000 |
| t(10),(No Alkali) × t(2),(Alkali) | −0.03 | 0.17 | 0.37 | 0.138 |
| t(10),(No Alkali) × t(5),(Alkali) | −0.04 | 0.16 | 0.36 | 0.246 |
| t(10),(No Alkali) × t(10),(Alkali) | −0.19 | 0.02 | 0.23 | 1.000 |
| t(2),(Alkali) × t(5),(Alkali) | −0.18 | −0.02 | 0.15 | 1.000 |
| t(2),(Alkali) × t(10),(Alkali) | −0.35 | −0.15 | 0.05 | 0.321 |
| t(5),(Alkali) × t(10),(Alkali) | −0.34 | −0.14 | 0.07 | 0.552 |
T – temperature (140 °C, 170 °C, 200 °C), t – time (2 min, 5 min, 10 min), Alkali – dilute alkali conditions or No Alkali – aqueous conditions.
Results of multiple comparison using Bonferroni test for arabinogalactans yield.
| Pairs | Lower confidence interval | Estimate of difference of means | Upper confidence interval | p-value |
|---|---|---|---|---|
| T(140) × T(170) | −57.6 | −46.8 | −35.9 | 0.000 |
| T(140) × T(200) | −88.5 | −72.7 | −57.0 | 0.000 |
| T(170) × T(200) | −41.7 | −26.0 | −10.3 | 0.001 |
| t(2) × t(5) | −27.8 | −15.0 | −2.3 | 0.017 |
| t(2) × t(10) | −66.6 | −50.3 | −34.0 | 0.000 |
| t(5) × t(10) | −51.6 | −35.3 | −18.9 | 0.000 |
| (No alkali) × (Alkali) | −7.3 | 1.4 | 10.2 | 0.738 |
| T(140),t(2) × T(170),t(2) | −56.5 | −27.8 | 0.8 | 0.064 |
| T(140),t(2) × T(200),t(2) | −83.4 | −54.8 | −26.1 | 0.000 |
| T(140),t(2) × T(140),t(5) | −32.8 | −4.2 | 24.5 | 1.000 |
| T(140),t(2) × T(170),t(5) | −79.8 | −51.1 | −22.5 | 0.000 |
| T(140),t(2) × T(200),t(5) | −104.2 | −75.6 | −47.0 | 0.000 |
| T(140),t(2) × T(140),t(10) | −37.4 | −8.8 | 19.8 | 1.000 |
| T(140),t(2) × T(170),t(10) | −112.4 | −83.8 | −55.1 | 0.000 |
| T(170), t(2) × T(200),t(2) | −55.6 | −26.9 | 1.7 | 0.084 |
| T(170), t(2) × T(140),t(5) | −5.0 | 23.7 | 52.3 | 0.216 |
| T(170), t(2) × T(170),t(5) | −51.9 | −23.3 | 5.4 | 0.244 |
| T(170), t(2) × T(200),t(5) | −76.4 | −47.8 | −19.1 | 0.000 |
| T(170), t(2) × T(140),t(10) | −9.6 | 19.0 | 47.7 | 0.806 |
| T(170), t(2) × T(170),t(10) | −84.6 | −55.9 | −27.3 | 0.000 |
| T(200),t(2) × T(140),t(5) | 21.9 | 50.6 | 79.2 | 0.000 |
| T(200),t(2) × T(170),t(5) | −25.0 | 3.6 | 32.3 | 1.000 |
| T(200),t(2) × T(2000),t(5) | −49.5 | −20.8 | 7.8 | 0.488 |
| T(200),t(2) × T(140),t(10) | 17.3 | 45.9 | 74.6 | 0.000 |
| T(200),t(2) × T(170),t(10) | −57.7 | −29.0 | −0.4 | 0.045 |
| T(140),t(5) × T(170),t(5) | −75.6 | −47.0 | −18.3 | 0.000 |
| T(140),t(5) × T(200),t(5) | −100.1 | −71.4 | −42.8 | 0.000 |
| T(140),t(5) × T(140),t(10) | −33.3 | −4.6 | 24.0 | 1.000 |
| T(140),t(5) × T(170),t(10) | −108.3 | −79.6 | −51.0 | 0.000 |
| T(170),t(5) × T(200),t(5) | −53.1 | −24.5 | 4.2 | 0.171 |
| T(170),t(5) × T(140),t(10) | 13.7 | 42.3 | 71.0 | 0.001 |
| T(170),t(5) × T(170),t(10) | −61.3 | −32.7 | −4.0 | 0.015 |
| T(200),t(5) × T(140),t(10) | 38.2 | 66.8 | 95.4 | 0.000 |
| T(200),t(5) × T(170),t(10) | −36.8 | −8.2 | 20.5 | 1.000 |
| T(140),t(10) × T(170),t(10) | −103.6 | −75.0 | −46.3 | 0.000 |
| T(140),(No Alkali) × T(170),(No Alkali) | −60.6 | −41.1 | −21.7 | 0.000 |
| T(140),(No Alkali) × T(2000),(No Alkali) | −104.3 | −78.8 | −53.3 | 0.000 |
| T(140),(No Alkali) × T(140),(Alkali) | −16.8 | 2.6 | 22.0 | 1.000 |
| T(140),(No Alkali) × T(170), (Alkali) | −69.3 | −49.7 | −30.2 | 0.000 |
| T(140),(No Alkali) × T(200),(Alkali) | −89.3 | −64.1 | −38.8 | 0.000 |
| T(170),(No Alkali) × T(200),(No Alkali) | −63.1 | −37.6 | −12.1 | 0.001 |
| T(170),(No Alkali) × T(140),(Alkali) | 24.2 | 43.8 | 63.3 | 0.000 |
| T(170),(No Alkali) × T(170),(Alkali) | −28.0 | −8.6 | 10.8 | 1.000 |
| T(170),(No Alkali) × T(200),(Alkali) | −48.2 | −22.9 | 2.3 | 0.101 |
| T(200),(No Alkali) × T(140),(Alkali) | 56.2 | 81.4 | 106.6 | 0.000 |
| T(200),(No Alkali) × T(170),(Alkali) | 3.8 | 29.0 | 54.3 | 0.015 |
| T(200),(No Alkali) × T(200),(Alkali) | −9.8 | 14.7 | 39.2 | 0.914 |
| T(140),(Alkali) × T(170),(Alkali) | −71.8 | −52.4 | −32.9 | 0.000 |
| T(140),(Alkali) × T(200),(Alkali) | −92.2 | −66.7 | −41.2 | 0.000 |
| T(170),(Alkali) × T(200),(Alkali) | −39.8 | −14.3 | 11.2 | 1.000 |
| t(2),(No Alkali) × t(5),(No Alkali) | −37.6 | −14.9 | 7.9 | 0.643 |
| t(2),(No Alkali) × t(10),(No Alkali) | −80.3 | −52.5 | −24.8 | 0.000 |
| t(2),(No Alkali) × t(2),(Alkali) | −22.3 | 0.5 | 23.2 | 1.000 |
| t(2),(No Alkali) × t(5),(Alkali) | −37.6 | −14.8 | 8.1 | 0.674 |
| t(2),(No Alkali) × t(10),(Alkali) | −75.1 | −47.6 | −20.1 | 0.000 |
| t(5),(No Alkali) × t(10),(No Alkali) | −65.4 | −37.7 | −9.9 | 0.003 |
| t(5),(No Alkali) × t(2),(Alkali) | −7.5 | 15.3 | 38.2 | 0.572 |
| t(5),(No Alkali) × t(5),(Alkali) | −22.6 | 0.1 | 22.8 | 1.000 |
| t(5),(No Alkali) × t(10),(Alkali) | −60.2 | −32.8 | −5.3 | 0.011 |
| t(10),(No Alkali) × t(2),(Alkali) | 25.5 | 53.0 | 80.5 | 0.000 |
| t(10),(No Alkali) × t(5),(Alkali) | 10.3 | 37.8 | 65.2 | 0.003 |
| t(10),(No Alkali) × t(10),(Alkali) | −23.6 | 4.9 | 33.4 | 1.000 |
| t(2),(Alkali) × t(5),(Alkali) | −38.0 | −15.2 | 7.5 | 0.572 |
| t(2),(Alkali) × t(10),(Alkali) | −75.9 | −48.1 | −20.3 | 0.000 |
| t(5),(Alkali) × t(10),(Alkali) | −60.6 | −32.8 | −5.1 | 0.012 |
T – temperature (140 °C, 170 °C, 200 °C), t – time (2 min, 5 min, 10 min), Alkali – dilute alkali conditions or No Alkali – aqueous conditions.
Results of multiple comparison using Bonferroni test for galactomannans yield.
| Pairs | Lower confidence interval | Estimate of difference of means | Upper confidence interval | p-value |
|---|---|---|---|---|
| T(140) × T(170) | −16.8 | −9.4 | −1.9 | 0.011 |
| T(140) × T(200) | −29.4 | −18.7 | −8.0 | 0.001 |
| T(170) × T(200) | −20.1 | −9.3 | 1.4 | 0.104 |
| t(2) × t(5) | −11.3 | −4.2 | 3.0 | 0.433 |
| t(2) × t(10) | −16.9 | −7.8 | 1.3 | 0.113 |
| t(5) × t(10) | −12.7 | −3.6 | 5.5 | 0.942 |
| (No alkali) × (Alkali) | 1.4 | 6.2 | 11.1 | 0.013 |
| T(140),t(2) × T(170),t(2) | −24.6 | −6.0 | 12.6 | 1.000 |
| T(140),t(2) × T(200),t(2) | −29.0 | −10.4 | 8.3 | 1.000 |
| T(140),t(2) × T(140),t(5) | −17.8 | 0.8 | 19.4 | 1.000 |
| T(140),t(2) × T(170),t(5) | −30.9 | −12.2 | 6.4 | 0.852 |
| T(140),t(2) × T(200),t(5) | −37.8 | −19.2 | −0.6 | 0.039 |
| T(140),t(2) × T(140),t(10) | −22.8 | −4.2 | 14.4 | 1.000 |
| T(140),t(2) × T(170),t(10) | −32.4 | −13.8 | 4.8 | 0.441 |
| T(170), t(2) × T(200),t(2) | −22.9 | −4.3 | 14.3 | 1.000 |
| T(170), t(2) × T(140),t(5) | −11.8 | 6.8 | 25.4 | 1.000 |
| T(170), t(2) × T(170),t(5) | −24.8 | −6.2 | 12.4 | 1.000 |
| T(170), t(2) × T(200),t(5) | −31.8 | −13.1 | 5.5 | 0.580 |
| T(170), t(2) × T(140),t(10) | −16.8 | 1.8 | 20.4 | 1.000 |
| T(170), t(2) × T(170),t(10) | −26.4 | −7.8 | 10.9 | 1.000 |
| T(200),t(2) × T(140),t(5) | −7.5 | 11.1 | 29.8 | 1.000 |
| T(200),t(2) × T(170),t(5) | −20.5 | −1.9 | 16.7 | 1.000 |
| T(200),t(2) × T(2000),t(5) | −27.4 | −8.8 | 9.8 | 1.000 |
| T(200),t(2) × T(140),t(10) | −12.5 | 6.1 | 24.7 | 1.000 |
| T(200),t(2) × T(170),t(10) | −22.0 | −3.4 | 15.2 | 1.000 |
| T(140),t(5) × T(170),t(5) | −31.6 | −13.0 | 5.6 | 0.611 |
| T(140),t(5) × T(200),t(5) | −38.6 | −20.0 | −1.3 | 0.027 |
| T(140),t(5) × T(140),t(10) | −23.6 | −5.0 | 13.6 | 1.000 |
| T(140),t(5) × T(170),t(10) | −33.2 | −14.6 | 4.1 | 0.313 |
| T(170),t(5) × T(200),t(5) | −25.5 | −6.9 | 11.7 | 1.000 |
| T(170),t(5) × T(140),t(10) | −10.6 | 8.0 | 26.6 | 1.000 |
| T(170),t(5) × T(170),t(10) | −20.2 | −1.5 | 17.1 | 1.000 |
| T(200),t(5) × T(140),t(10) | −3.7 | 14.9 | 33.6 | 0.264 |
| T(200),t(5) × T(170),t(10) | −13.2 | 5.4 | 24.0 | 1.000 |
| T(140),t(10) × T(170),t(10) | −28.2 | −9.6 | 9.1 | 1.000 |
| T(140),(No Alkali) × T(170),(No Alkali) | −17.7 | −4.5 | 8.8 | 1.000 |
| T(140),(No Alkali) × T(2000),(No Alkali) | −26.6 | −9.2 | 8.2 | 1.000 |
| T(140),(No Alkali) × T(140),(Alkali) | 1.4 | 14.7 | 27.9 | 0.022 |
| T(140),(No Alkali) × T(170), (Alkali) | −12.9 | 0.4 | 13.8 | 1.000 |
| T(140),(No Alkali) × T(200),(Alkali) | −30.8 | −13.6 | 3.7 | 0.251 |
| T(170),(No Alkali) × T(200),(No Alkali) | −22.1 | −4.7 | 12.7 | 1.000 |
| T(170),(No Alkali) × T(140),(Alkali) | 5.8 | 19.1 | 32.5 | 0.002 |
| T(170),(No Alkali) × T(170),(Alkali) | −8.4 | 4.9 | 18.2 | 1.000 |
| T(170),(No Alkali) × T(200),(Alkali) | −26.3 | −9.1 | 8.1 | 1.000 |
| T(200),(No Alkali) × T(140),(Alkali) | 6.6 | 23.8 | 41.1 | 0.002 |
| T(200),(No Alkali) × T(170),(Alkali) | −7.6 | 9.6 | 26.8 | 1.000 |
| T(200),(No Alkali) × T(200),(Alkali) | −21.1 | −4.4 | 12.4 | 1.000 |
| T(140),(Alkali) × T(170),(Alkali) | −27.5 | −14.2 | −1.0 | 0.028 |
| T(140),(Alkali) × T(200),(Alkali) | −45.6 | −28.2 | −10.8 | 0.000 |
| T(170),(Alkali) × T(200),(Alkali) | −31.4 | −14.0 | 3.4 | 0.224 |
| t(2),(No Alkali) × t(5),(No Alkali) | −19.1 | −6.5 | 6.2 | 1.000 |
| t(2),(No Alkali) × t(10),(No Alkali) | −21.0 | −5.5 | 10.0 | 1.000 |
| t(2),(No Alkali) × t(2),(Alkali) | −7.0 | 5.6 | 18.3 | 1.000 |
| t(2),(No Alkali) × t(5),(Alkali) | −9.0 | 3.8 | 16.5 | 1.000 |
| t(2),(No Alkali) × t(10),(Alkali) | −19.7 | −4.4 | 10.9 | 1.000 |
| t(5),(No Alkali) × t(10),(No Alkali) | −14.6 | 0.9 | 16.4 | 1.000 |
| t(5),(No Alkali) × t(2),(Alkali) | −0.7 | 12.1 | 24.8 | 0.075 |
| t(5),(No Alkali) × t(5),(Alkali) | −2.4 | 10.2 | 22.9 | 0.214 |
| t(5),(No Alkali) × t(10),(Alkali) | −13.3 | 2.1 | 17.4 | 1.000 |
| t(10),(No Alkali) × t(2),(Alkali) | −4.2 | 11.2 | 26.5 | 0.382 |
| t(10),(No Alkali) × t(5),(Alkali) | −6.0 | 9.3 | 24.6 | 0.870 |
| t(10),(No Alkali) × t(10),(Alkali) | −14.8 | 1.1 | 17.1 | 1.000 |
| t(2),(Alkali) × t(5),(Alkali) | −14.5 | −1.8 | 10.8 | 1.000 |
| t(2),(Alkali) × t(10),(Alkali) | −25.5 | −10.0 | 5.5 | 0.669 |
| t(5),(Alkali) × t(10),(Alkali) | −23.7 | −8.2 | 7.3 | 1.000 |
T – temperature (140 °C, 170 °C, 200 °C), t – time (2 min, 5 min, 10 min), Alkali – dilute alkali conditions or No Alkali – aqueous conditions.
Specifications table
| Subject area | |
| More specific subject area | |
| Type of data | |
| How data was acquired | |
| Data format | |
| Experimental factors | |
| Experimental features | Sugars and linkage analyses of coffee arabinogalactan and galactomannan mixtures with chromatographic examples for the experimental design obtained during the optimization of polysaccharides microwave assisted extractions from spent coffee grounds for tailor-made applications |
| Data source location | |
| Data accessibility | |
| Related research article | C.P. Passos, A. Rudnitskaya, J.M.M.G.C. Neves, G.R. Lopes, D.V. Evtuguin, M.A. Coimbra, Structural features of spent coffee grounds water-soluble polysaccharides: towards tailor-made microwave assisted extractions, Carbohydr. Polym. 214, 2019, 53–61 |
Mass spectrometry data can be used to identify galactomannans and/or arabinogalactans from different sources. Data about total soluble solids mass yield [ηtotal soluble solids, (%, w/w)]; total sugars yield (ηsugars, %); arabinogalactans (AG) sugar content [ηAG, (mgAG/gSCG)] and (ηAG, %); galactomannans (GM) sugar content [ηGM, (mgGM/gSCG)] and (ηAG, %); degree of polymerization (DP); and degree of branching (DB), used for defining the specific microwave operating conditions for carbohydrates extraction, are provided. The detailed data on the chemical and structural characterization of spent coffee grounds microwave assisted extracted samples can be used for comparative purposes with galactomannans or arabinogalactans of other sources/conditions of extraction. Contour plot representation of the interaction between the operating conditions versus the data obtained are explained, allowing to define the areas of similar response for the different operating conditions. Different contour plots can be made with the presented data towards the definition of the operating conditions required for specific extraction of polysaccharide characteristics. |