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Sample GSM5965138 Query DataSets for GSM5965138
Status Public on Jan 01, 2024
Title HCC tumor from patient MDA_058
Sample type protein
 
Source name primary HCC tumor
Organism Homo sapiens
Characteristics organ: liver
age (years): 38
Sex: M
death: alive
follow-up (month): 24.00
Treatment protocol Not treated
Growth protocol Collected primary tumors
Extracted molecule protein
Extraction protocol protein was extracted from tumors using an RPPA lysis buffer (1% Triton X-100, 50 nmol/L HEPES, pH 7.4, 150 nmol/L NaCl, 1.5 nmol/L MgCl2, 1 mmol/L EGTA, 100 nmol/L NaF, 10 nmol/L sodium pyrophosphate, 10% glycerol, 1 nmol/L phenylmethylsulfonyl fluoride, 1 nmol/L Na3VO4, 10 µg/mL aprotinin). Lysis buffer was used to lyse frozen tumors with a Precellys homogenizer (Bertin Instruments). Tumor lysates were adjusted to a concentration of 1 g/L as determined using a bicinchoninic acid assay and boiled with 1% sodium dodecyl sulfate.
Label n/a
Label protocol Protein lysate from each sample was spotted to nitrocellulose-coated slides and probed with over 200 antibodies. Printed proteins in slides were probed with 201 validated primary antibodies followed by corresponding secondary antibodies (goat anti-rabbit IgG, goat anti-mouse IgG, or rabbit anti-goat IgG)
 
Hybridization protocol Protein lysate from each sample was spotted to nitrocellulose-coated slides and probed with over 200 antibodies. Printed proteins in slides were probed with 201 validated primary antibodies followed by corresponding secondary antibodies (goat anti-rabbit IgG, goat anti-mouse IgG, or rabbit anti-goat IgG)
Scan protocol Slides were scanned on a flatbed scanner to produce 16-bit tiff images. Spots from tiff images were identified and their densities were quantified by MicroVigene. Relative protein levels for each sample were determined by interpolation of each dilution curve from the standard curve (supercurve) of the slide (antibody). Supercurve is constructed from a script in R written by the informatics department. These values are given as Normalized values.
Description Protein lysate from each sample was spotted to nitrocellulose-coated slides and probed with over 200 antibodies.
Data processing Expression data was normalized for possible unequal protein loading, taking into account the signal intensity for each sample for all antibodies tested. Log2 values were media-centered by protein to account for variability in signal intensity by time and were calculated using the formula log2 signal to log2 median. Principal component analysis was used to check for a batch effect and feature-by-feature two-sample t-tests were used to assess differences between treatment and control groups. We also used feature-by-feature one-way analysis of variance (ANOVA) followed by the Tukey test to perform pair comparisons for all groups. Beta-uniform mixture models were used to fit the resulting p value distributions to adjust for multiple comparisons. The cutoff p values and number of significant proteins were computed for several different false discovery rates (FDRs).
 
Submission date Mar 22, 2022
Last update date Jan 01, 2024
Contact name Ju-Seog Lee
E-mail(s) jlee@mdanderson.org
Phone 713-834-6154
Organization name UT MD Anderson Cancer Ctr.
Street address 6565 MD Anderson Blvd
City Houston
State/province Texas
ZIP/Postal code 77030
Country USA
 
Platform ID GPL32072
Series (1)
GSE199141 Proteomic characteristics of mesenchymal subtypes of hepatocellular carcinoma

Data table header descriptions
ID_REF
VALUE Normalized expression

Data table
ID_REF VALUE
AB001 0.010339255
AB002 0.067739589
AB003 -0.02194699
AB004 -0.027631061
AB005 -0.106604039
AB006 -0.056802173
AB007 -0.070280122
AB008 0.027997036
AB009 -0.151467189
AB010 -0.468086998
AB011 -0.065706699
AB012 0.059793086
AB013 -0.169019341
AB014 -0.07379279
AB015 0.160707317
AB016 0.226840567
AB017 -0.061368861
AB018 -0.447849042
AB019 -0.213632368
AB020 0.117863371

Total number of rows: 201

Table truncated, full table size 3 Kbytes.




Supplementary data files not provided
Processed data included within Sample table

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