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pmid:34257588

Evaluation of Protein Purification Techniques and Effects of Storage Duration on LC-MS/MS Analysis of Archived FFPE Human CRC Tissues.

Sophia C Rossouw · Hocine Bendou · Renette J Blignaut · Liam Bell · Jonathan Rigby · Alan Christoffels

Pathology oncology research : POR · 2021 doi:10.3389/pore.2021.622855

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Experiment

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Data

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:34257588
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2026-11-01T15:41:43Z
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2026-11-01T22:47:05Z
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paper object · 10 fields
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title
Evaluation of Protein Purification Techniques and Effects of Storage Duration on LC-MS/MS Analysis of Archived FFPE Human CRC Tissues.
doi
10.3389/pore.2021.622855
pmid
34257588
authors array · 6 items
[0]
Sophia C Rossouw
[1]
Hocine Bendou
[2]
Renette J Blignaut
[3]
Liam Bell
[4]
Jonathan Rigby
[5]
Alan Christoffels
journal
Pathology oncology research : POR
year
2021
abstract
To elucidate cancer pathogenesis and its mechanisms at the molecular level, the collecting and characterization of large individual patient tissue cohorts are required. Since most pathology institutes routinely preserve biopsy tissues by standardized methods of formalin fixation and paraffin embedment, these archived FFPE tissues are important collections of pathology material that include patient metadata, such as medical history and treatments. FFPE blocks can be stored under ambient conditions for decades, while retaining cellular morphology, due to modifications induced by formalin. However, the effect of long-term storage, at resource-limited institutions in developing countries, on extractable protein quantity/quality has not yet been investigated. In addition, the optimal sample preparation techniques required for accurate and reproducible results from label-free LC-MS/MS analysis across block ages remains unclear. This study investigated protein extraction efficiency of 1, 5, and 10-year old human colorectal carcinoma resection tissue and assessed three different gel-free protein purification methods for label-free LC-MS/MS analysis. A sample size of n = 17 patients per experimental group (with experiment power = 0.7 and α = 0.05, resulting in 70% confidence level) was selected. Data were evaluated in terms of protein concentration extracted, peptide/protein identifications, method reproducibility and efficiency, sample proteome integrity (due to storage time), as well as protein/peptide distribution according to biological processes, cellular components, and physicochemical properties. Data are available via ProteomeXchange with identifier PXD017198. The results indicate that the amount of protein extracted is significantly dependent on block age (p < 0.0001), with older blocks yielding less protein than newer blocks. Detergent removal plates were the most efficient and overall reproducible protein purification method with regard to number of peptide and protein identifications, followed by the MagReSyn® SP3/HILIC method (with on-bead enzymatic digestion), and lastly the acetone precipitation and formic acid resolubilization method. Overall, the results indicate that long-term storage of FFPE tissues (as measured by methionine oxidation) does not considerably interfere with retrospective proteomic analysis (p > 0.1). Block age mainly affects initial protein extraction yields and does not extensively impact on subsequent label-free LC-MS/MS analysis results.
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One-way ANOVA or Kruskal–Wallis tests were conducted (results and conclusions are listed in Supplementary Table S2) to determine if the number of identified peptides and proteins were significantly different between block ages, as well as for each protein purification method.
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sections[16] "The Effect of Block Age and Protein Purification Methods on Peptide and Protein Identification" paragraph 6
quote
One-way ANOVA or Kruskal–Wallis tests were conducted (results and conclusions are listed in Supplementary Table S2) to determine if the number of identified peptides and proteins were significantly different between block ages, as well as for each protein purification method.
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The mass spectrometry proteomics data [41] generated and analyzed for this study can be found in the PRIDE [43] repository (http://www.ebi.ac.uk/pride/archive/) with the dataset identifier PXD017198 and DOI: 10.6019/PXD017198.
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sections[26] "Data Availability Statement" paragraph 2
quote
The mass spectrometry proteomics data [41] generated and analyzed for this study can be found in the PRIDE [43] repository (http://www.ebi.ac.uk/pride/archive/) with the dataset identifier PXD017198 and DOI: 10.6019/PXD017198.
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The mass spectrometry proteomics data [41] generated and analyzed for this study can be found in the PRIDE [43] repository (http://www.ebi.ac.uk/pride/archive/) with the dataset identifier PXD017198 and DOI: 10.6019/PXD017198.
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The mass spectrometry proteomics data [41] generated and analyzed for this study can be found in the PRIDE [43] repository (http://www.ebi.ac.uk/pride/archive/) with the dataset identifier PXD017198 and DOI: 10.6019/PXD017198.
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Evaluation of protein purification techniques and effects of storage duration on LC-MS/MS analysis of archived FFPE human CRC tissues
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Information of the FFPE specimens selected for analysis.
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PMC8262168
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3
section_title
FFPE Human Colorectal Carcinoma Resection Samples
row_count
52
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label
TABLE 1
caption
Information of the FFPE specimens selected for analysis.
rows array · 52 items
[0] array · 8 items
[0]
Patient number
[1]
Block age (years)
[2]
Patient age (years)
[3]
Gender
[4]
Diagnosis
[5]
Grade
[6]
Stage
[7]
Location
[1] array · 8 items
[0]
1
[1]
1
[2]
75
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[2] array · 8 items
[0]
2
[1]
1
[2]
81
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[3] array · 8 items
[0]
3
[1]
1
[2]
68
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[4] array · 8 items
[0]
4
[1]
1
[2]
42
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IVA
[7]
Left colon
[5] array · 8 items
[0]
5
[1]
1
[2]
80
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
I
[7]
Left colon
[6] array · 8 items
[0]
6
[1]
1
[2]
79
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[7] array · 8 items
[0]
7
[1]
1
[2]
49
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[8] array · 8 items
[0]
8
[1]
1
[2]
40
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[9] array · 8 items
[0]
9
[1]
1
[2]
56
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[10] array · 8 items
[0]
10
[1]
1
[2]
79
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[11] array · 8 items
[0]
11
[1]
1
[2]
64
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[12] array · 8 items
[0]
12
[1]
1
[2]
53
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[13] array · 8 items
[0]
13
[1]
1
[2]
78
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[14] array · 8 items
[0]
14
[1]
1
[2]
51
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[15] array · 8 items
[0]
15
[1]
1
[2]
31
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[16] array · 8 items
[0]
16
[1]
1
[2]
73
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[17] array · 8 items
[0]
17
[1]
1
[2]
54
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIC
[7]
Left colon
[18] array · 8 items
[0]
18
[1]
5
[2]
51
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[19] array · 8 items
[0]
19
[1]
5
[2]
56
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[20] array · 8 items
[0]
20
[1]
5
[2]
86
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[21] array · 8 items
[0]
21
[1]
5
[2]
59
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIC
[7]
Left colon
[22] array · 8 items
[0]
22
[1]
5
[2]
67
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[23] array · 8 items
[0]
23
[1]
5
[2]
82
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[24] array · 8 items
[0]
24
[1]
5
[2]
49
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[25] array · 8 items
[0]
25
[1]
5
[2]
54
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[26] array · 8 items
[0]
26
[1]
5
[2]
58
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIC
[7]
Left colon
[27] array · 8 items
[0]
27
[1]
5
[2]
44
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
I
[7]
Left colon
[28] array · 8 items
[0]
28
[1]
5
[2]
50
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[29] array · 8 items
[0]
29
[1]
5
[2]
74
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[30] array · 8 items
[0]
30
[1]
5
[2]
54
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[31] array · 8 items
[0]
31
[1]
5
[2]
47
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIA
[7]
Left colon
[32] array · 8 items
[0]
32
[1]
5
[2]
55
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[33] array · 8 items
[0]
33
[1]
5
[2]
83
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[34] array · 8 items
[0]
34
[1]
5
[2]
60
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[35] array · 8 items
[0]
35
[1]
10
[2]
69
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[36] array · 8 items
[0]
36
[1]
10
[2]
47
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[37] array · 8 items
[0]
37
[1]
10
[2]
58
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[38] array · 8 items
[0]
38
[1]
10
[2]
83
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[39] array · 8 items
[0]
39
[1]
10
[2]
57
[3]
F
[4]
Adenocarcinoma
[5]
High-grade
[6]
IIA
[7]
Right colon
[40] array · 8 items
[0]
40
[1]
10
[2]
46
[3]
F
[4]
Adenocarcinoma
[5]
High-grade
[6]
IIA
[7]
Right colon
[41] array · 8 items
[0]
41
[1]
10
[2]
77
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[42] array · 8 items
[0]
42
[1]
10
[2]
63
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[43] array · 8 items
[0]
43
[1]
10
[2]
67
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[44] array · 8 items
[0]
44
[1]
10
[2]
50
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[45] array · 8 items
[0]
45
[1]
10
[2]
42
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[46] array · 8 items
[0]
46
[1]
10
[2]
71
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[47] array · 8 items
[0]
47
[1]
10
[2]
70
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[48] array · 8 items
[0]
48
[1]
10
[2]
69
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
[49] array · 8 items
[0]
49
[1]
10
[2]
62
[3]
F
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Right colon
[50] array · 8 items
[0]
50
[1]
10
[2]
78
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIIB
[7]
Left colon
[51] array · 8 items
[0]
51
[1]
10
[2]
33
[3]
M
[4]
Adenocarcinoma
[5]
Low-grade
[6]
IIA
[7]
Left colon
locator
section[3]/table-wrap[1]#T1
[3] object · 16 fields
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Known proteins deregulated in colon cancer.
structure object · 5 fields
pmcid
PMC8262168
section_index
16
section_title
The Effect of Block Age and Protein Purification Methods on Peptide and Protein Identification
row_count
23
column_count
14
table object · 8 fields
label
TABLE 2
caption
Known proteins deregulated in colon cancer.
rows array · 23 items
[0] array · 2 items
[0]
[1]
% Occurrence within 17 patient samples
[1] array · 3 items
[0]
APFAR
[1]
DRP
[2]
HILIC
[2] array · 14 items
[0]
Main accession
[1]
Gene name
[2]
Protein name
[3]
MW (kDa)
[4]
Comments
[5]
1 year old
[6]
5 year old
[7]
10 year old
[8]
1 year old
[9]
5 year old
[10]
10 year old
[11]
1 year old
[12]
5 year old
[13]
10 year old
[3] array · 14 items
[0]
O95994
[1]
AGR2
[2]
Anterior gradient protein 2 homologue
[3]
19.97
[4]
Downregulated in CRC [47]
[5]
88
[6]
100
[7]
94
[8]
94
[9]
100
[10]
94
[11]
100
[12]
94
[13]
100
[4] array · 14 items
[0]
Q13951
[1]
CBFB
[2]
Core-binding factor subunit beta
[3]
21.49
[4]
Frequently overexpressed in CRC [48]
[5]
12
[6]
41
[7]
24
[8]
35
[9]
35
[10]
47
[11]
0
[12]
12
[13]
6
[5] array · 14 items
[0]
P08174
[1]
CD55; DAF
[2]
Complement decay-accelerating factor
[3]
41.37
[4]
Upregulated in CRC [49]
[5]
0
[6]
0
[7]
6
[8]
0
[9]
0
[10]
0
[11]
0
[12]
0
[13]
0
[6] array · 14 items
[0]
P10645
[1]
CHGA
[2]
Chromogranin-A
[3]
50.66
[4]
Downregulated in CRC [50]
[5]
29
[6]
29
[7]
18
[8]
18
[9]
18
[10]
18
[11]
24
[12]
18
[13]
18
[7] array · 14 items
[0]
A8K7I4
[1]
CLCA1
[2]
Calcium-activated chloride channel regulator 1
[3]
100.16
[4]
Regulator of calcium channels, frequently downregulated in CRC [51]
[5]
59
[6]
53
[7]
41
[8]
59
[9]
59
[10]
47
[11]
53
[12]
53
[13]
47
[8] array · 14 items
[0]
Q96KP4
[1]
CNDP2
[2]
Cytosolic non-specific dipeptidase
[3]
52.84
[4]
Overexpressed in CRC [52]
[5]
82
[6]
88
[7]
94
[8]
100
[9]
88
[10]
100
[11]
94
[12]
94
[13]
100
[9] array · 14 items
[0]
P07148
[1]
FABP1
[2]
FABP1 protein
[3]
14.20
[4]
Downregulated in CRC [47]
[5]
100
[6]
100
[7]
71
[8]
94
[9]
100
[10]
88
[11]
94
[12]
100
[13]
88
[10] array · 14 items
[0]
Q9Y6R7
[1]
FCGBP
[2]
IgGFc-binding protein
[3]
571.64
[4]
Downregulated in CRC [47]
[5]
76
[6]
94
[7]
82
[8]
76
[9]
94
[10]
76
[11]
82
[12]
88
[13]
82
[11] array · 14 items
[0]
P56470
[1]
LGALS4
[2]
Galectin-4
[3]
35.92
[4]
Downregulated in CRC [47]
[5]
100
[6]
100
[7]
100
[8]
100
[9]
100
[10]
100
[11]
94
[12]
100
[13]
100
[12] array · 14 items
[0]
P09429
[1]
HMGB1
[2]
High mobility group protein B1
[3]
24.88
[4]
Overexpression in CRC correlates with poor prognosis [53]
[5]
76
[6]
88
[7]
76
[8]
100
[9]
100
[10]
94
[11]
94
[12]
82
[13]
94
[13] array · 14 items
[0]
P01042
[1]
KNG1
[2]
Kininogen-1
[3]
71.91
[4]
Frequently overexpressed in CRC [54]
[5]
29
[6]
41
[7]
53
[8]
53
[9]
59
[10]
82
[11]
29
[12]
47
[13]
65
[14] array · 14 items
[0]
Q9UHB6
[1]
LIMA1
[2]
LIM domain and actin-binding protein 1
[3]
85.17
[4]
Downregulated in CRC [47]
[5]
0
[6]
0
[7]
6
[8]
0
[9]
0
[10]
24
[11]
6
[12]
6
[13]
0
[15] array · 14 items
[0]
P15941
[1]
MUC-1
[2]
Mucin-1
[3]
122.03
[4]
Frequently overexpressed in CRC, marker of poor prognosis [55]
[5]
0
[6]
6
[7]
12
[8]
6
[9]
6
[10]
12
[11]
0
[12]
6
[13]
6
[16] array · 14 items
[0]
Q02817
[1]
MUC-2
[2]
Mucin-2
[3]
539.96
[4]
Downregulation correlates with proliferation markers and with poor prognosis [55, 56]
[5]
59
[6]
59
[7]
76
[8]
71
[9]
65
[10]
71
[11]
65
[12]
71
[13]
76
[17] array · 14 items
[0]
P06748
[1]
NPM1
[2]
Nucleophosmin
[3]
32.55
[4]
Protein involved in carcinogenesis, overexpressed in CRC [57, 58]
[5]
100
[6]
100
[7]
100
[8]
100
[9]
100
[10]
100
[11]
100
[12]
100
[13]
100
[18] array · 14 items
[0]
Q6UX06
[1]
OLFM4
[2]
Olfactomedin-4
[3]
57.24
[4]
Protein overexpressed in CRC [54]
[5]
29
[6]
18
[7]
29
[8]
35
[9]
24
[10]
29
[11]
29
[12]
24
[13]
29
[19] array · 14 items
[0]
Q9Y617
[1]
PSAT1
[2]
Phosphoserine aminotransferase
[3]
40.40
[4]
Upregulated in CRC [59]
[5]
0
[6]
0
[7]
6
[8]
18
[9]
12
[10]
12
[11]
18
[12]
12
[13]
18
[20] array · 14 items
[0]
P53992
[1]
Sec24C
[2]
Protein transport protein Sec24C
[3]
118.25
[4]
Overexpressed in early CRC stages, while downregulated in advanced CRC stages [54]
[5]
0
[6]
0
[7]
0
[8]
0
[9]
6
[10]
6
[11]
6
[12]
0
[13]
0
[21] array · 14 items
[0]
P36952
[1]
SERPIN B5
[2]
Serpin B5
[3]
42.07
[4]
Upregulated in CRC [60]
[5]
29
[6]
6
[7]
29
[8]
35
[9]
6
[10]
29
[11]
29
[12]
6
[13]
29
[22] array · 14 items
[0]
P10599
[1]
TXN
[2]
Thioredoxin
[3]
11.73
[4]
Frequently overexpressed in CRC [61]
[5]
94
[6]
100
[7]
100
[8]
94
[9]
100
[10]
100
[11]
94
[12]
94
[13]
94
locator
section[16]/table-wrap[1]#T2
gaps array · 2 items
[0]
asset:data:geo:PXD017198 not downloaded
[1]
asset:data:geo:PXD017198 licence not read
analysis object · 4 fields
state
complete
methods array · 3 items
[0] object · 10 fields
id
method-1
family
group_comparison
specific
anova
label
Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
1
band
verbatim
quote
One-way ANOVA or Kruskal–Wallis tests were conducted (results and conclusions are listed in Supplementary Table S2) to determine if the number of identified peptides and proteins were significantly different between block ages, as well as for each protein purification method.
[1] object · 10 fields
id
method-2
family
principal_component_analysis
specific
pca
label
Principal component analysis
dsl_operations array · 1 item
[0]
pca_fit
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
wide_numeric_matrix
evidence object · 3 fields
score
0.8
band
high
quote
PCA
[2] object · 10 fields
id
method-3
family
correlation_analysis
specific
pearson
label
Correlation analysis
dsl_operations array · 1 item
[0]
pearson_r
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
paired_numeric_columns
evidence object · 3 fields
score
0.8
band
high
quote
Pearson correlation
targets array · 0 items
gaps array · 0 items
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 1 item
[0]
PXD017198
resolved_accessions array · 1 item
[0]
PXD017198
statements array · 1 item
[0]
The mass spectrometry proteomics data [41] generated and analyzed for this study can be found in the PRIDE [43] repository (http://www.ebi.ac.uk/pride/archive/) with the dataset identifier PXD017198 and DOI: 10.6019/PXD017198.
basis
The paper names PXD017198 in ProteomeXchange Consortium and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
assets array · 4 items
[0]
source:pmid:34257588
[1]
data:geo:PXD017198
[2]
asset:table:pmid:34257588:1
[3]
asset:table:pmid:34257588:2
steps array · 1 item
[0]
run_analysis
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:PXD017198
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-10-31T18:32:28Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
44146
completion_tokens
1549
cached_tokens
14856
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:34257588
type
paper
label
pmid:34257588
[1] object · 3 fields
id
source:pmid:34257588
type
manuscript
label
PMID 34257588 full text
[2] object · 3 fields
id
data:geo:PXD017198
type
dataset
label
GEO PXD017198
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:34257588
type
paper
label
pmid:34257588
[1] object · 3 fields
id
source:pmid:34257588
type
manuscript
label
PMID 34257588 full text
[2] object · 3 fields
id
data:geo:PXD017198
type
dataset
label
GEO PXD017198
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-34257588
type
extraction
used array · 1 item
[0]
source:pmid:34257588
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-PXD017198
type
accession_resolution
used array · 1 item
[0]
data:geo:PXD017198
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
id
agent:minimax-reader
type
software
label
MiniMax literature reader
source_run_id
reading-sci-2026-11-01
dsl_catalogue_fingerprint
343fb30756ba6ec3
capability_table_fingerprint
2cb3e42f047d2ecf
snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:34257588
parent_hash
sha256:40582bd68327271af85346955994e6d6cc5e61dc5ef1ccbe5a73d44aee3dbd36
fork_of
null
gaps array · 6 items
[0]
asset:data:geo:PXD017198 licence not read
[1]
asset:data:geo:PXD017198 not downloaded
[2]
execution.not_run
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
mass_spectrometry
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
echniques and Effects of Storage Duration on LC-MS/MS Analysis of Archived FFPE Human CRC Tissues.
[1]
ate and reproducible results from label-free LC-MS/MS analysis across block ages remains unclear.
[2]
protein purification methods for label-free LC-MS/MS analysis. A sample size of n = 17 patients p
[3]
extensively impact on subsequent label-free LC-MS/MS analysis results.
order_basis
paper_text_order:36
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
animal_model
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 2 items
[0]
s the affected protein for degradation, both in vivo and in vitro [72]. Methionine oxidation is l
[1]
o processes relating to aging and pathology (in vivo) as well as in vitro conditions caused by pr
order_basis
paper_text_order:27102
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
One-way ANOVA or Kruskal–Wallis tests were conducted (results and conclusions are listed in Supplementary Table S2) to determine if the number of identified peptides and proteins were significantly different between block ages, as well as for each protein purification method.
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34257588", "kind": "science-record", "revision": 8, "content_hash": "sha256:ef0fbb7a3c655c75d341e38a9b7db0676033ad4718566d74a44ab1fec3932a47", "created_at": "2026-11-01T15:41:43Z", "updated_at": "2026-11-01T22:47:05Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Evaluation of Protein Purification Techniques and Effects of Storage Duration on LC-MS/MS Analysis of Archived FFPE Human CRC Tissues.", "doi": "10.3389/pore.2021.622855", "pmid": "34257588", "authors": ["Sophia C Rossouw", "Hocine Bendou", "Renette J Blignaut", "Liam Bell", "Jonathan Rigby", "Alan Christoffels"], "journal": "Pathology oncology research : POR", "year": 2021, "abstract": "To elucidate cancer pathogenesis and its mechanisms at the molecular level, the collecting and characterization of large individual patient tissue cohorts are required. Since most pathology institutes routinely preserve biopsy tissues by standardized methods of formalin fixation and paraffin embedment, these archived FFPE tissues are important collections of pathology material that include patient metadata, such as medical history and treatments. FFPE blocks can be stored under ambient conditions for decades, while retaining cellular morphology, due to modifications induced by formalin. However, the effect of long-term storage, at resource-limited institutions in developing countries, on extractable protein quantity/quality has not yet been investigated. In addition, the optimal sample preparation techniques required for accurate and reproducible results from label-free LC-MS/MS analysis across block ages remains unclear. This study investigated protein extraction efficiency of 1, 5, and 10-year old human colorectal carcinoma resection tissue and assessed three different gel-free protein purification methods for label-free LC-MS/MS analysis. A sample size of n = 17 patients per experimental group (with experiment power = 0.7 and α = 0.05, resulting in 70% confidence level) was selected. Data were evaluated in terms of protein concentration extracted, peptide/protein identifications, method reproducibility and efficiency, sample proteome integrity (due to storage time), as well as protein/peptide distribution according to biological processes, cellular components, and physicochemical properties. Data are available via ProteomeXchange with identifier PXD017198. The results indicate that the amount of protein extracted is significantly dependent on block age (p < 0.0001), with older blocks yielding less protein than newer blocks. Detergent removal plates were the most efficient and overall reproducible protein purification method with regard to number of peptide and protein identifications, followed by the MagReSyn® SP3/HILIC method (with on-bead enzymatic digestion), and lastly the acetone precipitation and formic acid resolubilization method. Overall, the results indicate that long-term storage of FFPE tissues (as measured by methionine oxidation) does not considerably interfere with retrospective proteomic analysis (p > 0.1). Block age mainly affects initial protein extraction yields and does not extensively impact on subsequent label-free LC-MS/MS analysis results.", "claims": [{"id": "claim-method", "statement": "One-way ANOVA or Kruskal–Wallis tests were conducted (results and conclusions are listed in Supplementary Table S2) to determine if the number of identified peptides and proteins were significantly different between block ages, as well as for each protein purification method.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34257588", "locator": "sections[16] \"The Effect of Block Age and Protein Purification Methods on Peptide and Protein Identification\" paragraph 6", "quote": "One-way ANOVA or Kruskal–Wallis tests were conducted (results and conclusions are listed in Supplementary Table S2) to determine if the number of identified peptides and proteins were significantly different between block ages, as well as for each protein purification method."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The mass spectrometry proteomics data [41] generated and analyzed for this study can be found in the PRIDE [43] repository (http://www.ebi.ac.uk/pride/archive/) with the dataset identifier PXD017198 and DOI: 10.6019/PXD017198.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34257588", "locator": "sections[26] \"Data Availability Statement\" paragraph 2", "quote": "The mass spectrometry proteomics data [41] generated and analyzed for this study can be found in the PRIDE [43] repository (http://www.ebi.ac.uk/pride/archive/) with the dataset identifier PXD017198 and DOI: 10.6019/PXD017198."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:34257588"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:PXD017198"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:PXD017198"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:34257588", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/pore.2021.622855", "sha256": 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