Surface antigens of human mesangial cells: impact of growth surface or IL-1alpha

The interactions of mesangial cells (MC) with their environment are important events in glomerular physiology and pathology, yet a detailed characterization of the MC-surface antigens mediating these interactions is still lacking. In this study, a comparative phenotype analysis of primary human MC in culture using 191 monoclonal antibodies directed against 108 antigens was performed by flow-cytometry. The MC were grown on three different surfaces (human matrix, fibronectin, polystyrene) and cultured in the presence or absence of IL-1alpha. Seventy-one antibodies recognizing 35 different antigens (integrins: CD29, 49b, 49c, 49e, 51, 61; immunoglobulin gene family: CD54, 58, 90, 106, 146, 147, 166; growth factor receptors: CD105, 140b; apoptosis related: CD95; hemostatis related: CD141, 142; miscellaneous: CD44, 109, 138, 151, 157, 165, and 11 nonclustered antigens) reacted with mesangial cells. CD58, 109, 146, 147, 151, 157, 165, and 166 are reported for the first time to be present on human mesangial cells. In comparison to growth on polystyrene, CD44, 54, 95, 105, 109, 140b, 146, 147, 157, 165 and 166, were up-regulated on fibronectin, and CD44, 54, 90, 95, 105, 106, 109, 138, 140b, 141, 142, 146, 147, 151, 157, 165 and 166 were up-regulated on human matrix. The stimulation by IL-1alpha up-regulated CD44, 49e, 51, 54, 61, 106 on MC on polystyrene; CD49e, 51, 61, 106, 146, 165 on MC on fibronectin, and CD49e, 51, 54 on MC grown on human matrix. This analysis of surface antigen expression provides new information to enable a better understanding of the role of mesangial cells in glomerular pathophysiology.     

Responses of the L5178Y tk+/tk- mouse lymphoma cell forward mutation assay: III. 72 coded chemicals

Seventy-two chemicals were tested for their mutagenic potential in the L5178Y tk+/- mouse lymphoma cell forward mutation assay, using procedures based upon those described by Clive and Spector (Mutat Res 44:269-278, 1975) and Clive et al. (Mutat Res 59:61-108, 1979). Cultures were exposed to the chemicals for 4 hr, then cultured for 2 days before plating in soft agar with or without trifluorothymidine (TFT), 3 micrograms/ml. The chemicals were tested at least twice. Significant responses were obtained with allyl isothiocyanate, p-benzoquinone dioxime, benzyl acetate, 2-biphenylamine HCl, bis(2-chloro-1-methylethyl)ether, cadmium chloride, chlordane, chlorobenzene, chlorobenzilate, 2-chloroethanol, chlorothalonil, cytarabine.HCl, p,p'-DDE, diazinon, 2,6-dichloro-p-phenylenediamine, N,N-diethylthiourea, diglycidylresorcinol ether, 2,4-dimethoxy aniline.HCl, disperse yellow 3, endosulfan, 1,2-epoxyhexadecane, ethyl acrylate, ethyl benzene, ethylene thiourea, F D and C yellow Number 6, furan, heptachlor, isophorone, mercuric chloride, 4,4'-methylenedianiline.2 HCl, methyl viologen, nickel sulfate.6H2O, 4,4'-oxydianiline, pentachloroethane, piperonyl butoxide, propyl gallate, quinoline, rotenone, 2,4,5,6-tetrachloro-4-nitro-anisole, 1,1,1,2-tetrachloroethane, trichlorfon, 2,4,6-trichlorophenol, 2,4,5-trimethoxybenzaldehyde, 1,1,3-trimethyl-2-thiourea, 1-vinyl-3-cyclopetene dioxide, vinyl toluene, and ziram. Apart from 2-biphenylamine.HCl, 2-chloroethanol, disperse yellow 3, ethylene thiourea, FD and C yellow number 6, phenol, and 1,1,2-tetrachloroethane, rat liver S9 mix was not a requirement for these compounds. Chemicals not identified as mutagens were acid red, 11-aminoudecanoic acid, boric acid, 5-chloro-o-toluidine, coumaphos, cyclohexanone, decabromodiphenyl oxide, di(2-ethylhexyl)adipate, ferric chloride, fluometuron, melamine, monuron, phenesterin, phthalimide, reserpine, sodium dodecyl sulfate, 4,4-sulfonyldianiline, tetrachloroethylene, and zearalenone. The assay was incapable of providing a clear indication of whether some chemicals were mutagens; these were benzyl alcohol, 1,4-dichlorobenzene, phenol, succinic acid-2,2-dimethyl hydrazide, and toluene.     

Haematology and blood chemistry values for several flamingo species

Reference values for some haematological and plasma chemical values in four species of clinically normal adult flamingos were established for use in avian medicine. The following variables were studied in rosy, greater, Chilean and lesser flamingos: haematocrit, haemoglobin concentration, erythrocyte and leucocyte counts, haematimetric indices, erythrocyte dimensions, glucose, urea, uric acid, cholesterol, creatinine, total bilirubin, aspartate aminotransferase, alanine aminotransferase, alkaline phosphatase, creatinine, phosphokinase, lactic dehydrogenase, total phosphorus, chloride, total plasma protein, albumin, globulins, albumin-globulin ratio, sodium, potassium, calcium, magnesium and osmolality.     

Simultaneous identification of 29 prevalent invasive pneumococcal serotypes or pairs of serotypes by hybridization-ligation PCR

A hybridization-ligation PCR assay was developed for the simultaneous detection and identification of 21 pneumococcal serotypes and 8 pairs of serotypes in the same serogroup: 1, 2, 3, 4, 5, 6A, 6B, 6C-6D, 7F-7A, 8, 9A-9V, 9N-9L, 11A, 14, 15B-15C, 16F, 17F, 18B-18C, 19A, 19F, 20, 21, 22A-22F, 23A, 23B, 23F, 28A-28F, 35B and 38. This novel assay was validated with 185 serotyped pneumococcal invasive clinical isolates and 57 culture-negative pleural fluids previously typed by real-time PCR.     

Biochemical differentiation and comparison of Desulfovibrio species and other phenotypically similar genera

Seventeen human clinical isolates representing four species of Desulfovibrio were characterized using 16S rRNA gene sequences and tests for catalase, indole, nitrate, bile, urease, formate-fumarate stimulation, desulfoviridin, motility, and hydrogen sulfide production, plus susceptibility to antimicrobial agents. Eighty additional strains representing 10 phenotypically similar genera (Bilophila, Selenomonas, Capnocytophaga, Campylobacter, Bacteroides, Sutterella, Anaerobiospirillum, Dialister, Veillonella, and Mobiluncus) were included for comparison. All Desulfovibrio species produced H2S and were desulfoviridin positive, and all Desulfovibrio species except D. piger were motile. The four Desulfovibrio species could be distinguished from each other using tests for catalase, indole, nitrate, urease, and growth on bile, with the following results (positive [+], negative [-], growth [G], and no growth [NG]): for D. piger, -, -, -, -, and G, respectively; for D. fairfieldensis, +, -, +, -, and G, respectively; for D. desulfuricans, -, -, +, +, and NG, respectively; and for D. vulgaris, -, +, -, -, and G, respectively. Resistance to the 10-microg colistin disk separated the Desulfovibrio species from most of the other genera, which were usually susceptible. These simple tests were useful for characterizing the Desulfovibrio species and differentiating them from other phenotypically similar genera.     

Logistic regression analysis of myxoid sarcomas: A cytologic study

The objective of this study was to identify key diagnostic cytologic criteria for the most common myxoid sarcomas studied by fine-needle aspiration cytology. We reviewed 27 myxoid malignant fibrous histiocytomas, 8 chordomas, 16 chondrosarcomas, and 12 myxoid liposarcomas in which both cytologic specimens and final histopathologic diagnoses were available. All specimens were coded as to the presence or absence of the following variables: high cellularity, low cellularity, tissue fragments, epithelial fragments, pale/ loose ground substance, dense ground substance, chondroid fragments, large amount of myxoid material, small amount of myxoid material, capillary vessel networks, pleomorphism, binucleate cells, multinucleate cells, physaliphorous cells, cells in lacunae, signet ring cells, lipoblasts, fibroblast-like cells, histiocyte-like cells, stellate cells, long filamentous cells, short spindle cells, osteoclastic giant cells, nuclei with pointed ends, nuclei with cigar-shaped ends, fish-hook nuclei, round/ ovoid nuclei, naked nuclei, large nucleoli, small nucleoli, mitotic figures, abnormal mitotic figures, intracytoplasmic hemosiderin deposits, background cells, fat, cytoplasmic vacuoles, and pleomorphic giant cells. A logistic regression analysis was performed to identify the variables predictive of myxoid malignant fibrous histiocytoma, chordoma, myxoid chondrosarcoma, and myxoid liposarcoma. The statistical analysis selected pleomorphic giant cells and the presence of fibroblast-like cells as most predictive of malignant fibrous histiocytoma, physaliphorous cells as most closely associated with chordoma, chondroid fragments as most predictive of chondrosarcoma, and lipoblasts as most predictive of liposarcoma. While myxoid lesions have many overlapping cytologic features, key criteria including the presence of lipoblasts, physaliphorous cells, chondroid fragments, and pleomorphic giant cells are useful in subclassifying these neoplasms. Diagn. Cytopathol. 1998;19:355–360. © 1998 Wiley-Liss, Inc.     

Circadian variation in the urinary excretion of electrolytes and trace elements in men

Three-hour urine specimens were collected over a period of 27 hours from 11 healthy adult male subjects. Each specimen was analyzed for Na, K, Ca, Mg, and Zn using atomic absorption spectrophotometry. Each sample was also dialyzed, pH 7.35, and subsequently analyzed for Na, K, P, Ca, Mg, Zn, Fe, Pb, Al, Ni, Cu, Mo, Hg, Cr, Cd, and Mn using a multielemental argon-plasma emission system. The data were evaluated on conventional time plots (chronograms) and as computer-determined “cosinor” plots. A population circadian rhythm with a statistical significance was detected for total Na, K, Ca, and Mg, and for nondialyzable Na, K, P, Ca, Zn, and Mo. For almost every element studied the increase from lowest to highest 3-hour group mean along the 24-hour time scale was more than 100%. The 24-hour excretion of Na, K, Ca, Mg, and Zn appeared in good agreement with the so-called “normals.” The nondialyzable levels of Fe, Pb, Al, Ni, Cu, Mo, Hg, Cr, Cd, and Mn were similar to the total urinary excretions reported in the literature.     

The HLA system in the Korean population

The frequencies of HLA-A, B, C, DR, and DQ antigens, HLA-D (HTC-defined) haplotypes, and the HLA-linked genetic markers glyoxalase I (GLO), factor B (Bf), C2 and C4 were studied in 162 healthy unrelated Koreans. Antigens A2, A24, A26, B44, B51, Bw62, B35, Cw1, Cw3, DR2, DR4, DRw6, DR7, and DRw8 were observed at frequencies of 15% or greater, and GLO-2, BfS, C4A*3, C2C, C4A*4, C4B*1, and C4B*2 were also frequently observed. The antigens A23, A25, B18, Bw42, Bw47, and B21 were not observed at all. HLA-DR4 was the most common class II antigen and was associated with a series of HLA-D-defined haplotypes including Dw4, Dw10, Dw13, and Dw15. The HLA-DRw6, DR2,Dw8, and DRw8 haplotypes were also found frequently. DR2 haplotypes were either Dw2 or Dw12, while all DRw8 haplotypes tested corresponded to the DB7 or Dw "8.3" specificity that has been described in other Oriental populations. Significant linkage disequilibrium was found between the alleles A2,Cw1; A30,B13; A30,Cw6; A30,DR7; Cw1,Bw22; Cw5,B12; Cw6,B13; Cw6,DR7; B7,DR1; B12,Dw6; B12,DR7; B12,Dw7; B13,DR7, B17,DR3; Bw22,C4B*6; DRw6,BfF; and C4A*4,C4B*2. A comparison of gene frequencies and commonly observed haplotypes between Koreans, Chinese, Japanese, and Caucasians showed that while Koreans share several characteristics in common with other Oriental populations, there are allelic frequencies and haplotypes in Koreans that are distinct.     

Family data on sixteen chromosome 1 loci

Lod scores are presented from the published and unpublished data of the Galton Laboratory, and from published data on sixteen chromosome 1 loci, AMY, AT3, CAE, CMT1, ELI, ENO1, FUCA, Fy, GDH, PEPC, PGD, PGMI, Rh, Sc, UMPK and 1qh.     

Thirty-six novel HLA alleles: 7 HLA-A, 11 HLA-B, 15 HLA-C and 3 HLA-DRB1

Thirty-six novel human leukocyte antigen (HLA) alleles are described in this article: A*9225N, A*9234, A*030106, A*0337, A*2317, A*2480, A*3023; B*070206, B*0759, B*0761, B*0765, B*150106, B*1827, B*352002, B*3585, B*3943, B*4082, B*5151; Cw*0342, Cw*0343, Cw*0344, Cw*0428, Cw*0430, Cw*0433, Cw*050104, Cw*0519, Cw*060203, Cw*070109, Cw*070202, Cw*0750, Cw*0815, Cw*120306, Cw*1409; DRB1*0336, DRB1*0473 and DRB1*1382.     

Monstrous epithelial cell clusters in the seminal vesicle

A 60-year-old man presented with dysuria and elevated PSA (6.95 ng/ml). Needle biopsies of the prostate revealed well differentiated adenocarcinoma of Gleason's score 6. Prostatectomy and bilateral seminal vesiculotomy were performed. The material was totally cut into 16 preparations. The prostate showed well differentiated adenocarcinoma. The left seminal vesicle showed intraluminal monstrous large epithelial cells with acidophilic cytoplasm and hyperchromatic nuclei, simulating carcinoma cells. Lipochrome pigment was present in the monstrous cells, and some monstrous cells showed large bizarre nuclei. Such monstrous cells were also present in the mucosal seminal vesicle epithelium, and gradual merge between the intraluminal and mucosal monstorous epithelium. Immunohistochemically, the monstrous epithelial cells showed the following reactions: pancytokeratin (AE1/3, CAM5.2) +, cytokeratin (CK) 5/6 +, CK34βE12 -, CK7 +, CK8 -, CK14 -, CK18 +, CK19+, CK20 -, Ki-67 0%, p53 -, P63 -, NSE -, CEA -, EMA -, CA19-9 -, ER -, PgR -, HER2 -, HepPar1 -, CD34 -, CD10 +, PSA -, AMACR -, Desmin -, ASMA -, CD68 -, S100 -, CD45 -, synaptopysin -, TTF-1 -, CDX-2 -, MUC1 -, MUC2 -, MUC5AC - MUC6 +, CD56 -, PAS -, dPAS -, and alcian blue +. The immunoprofile of normal seminal vesicle epithelium was as follows: pancytokeratin (AE1/3, CAM5.2) +++, cy-tokeratin (CK) 5/6 +++, CK34βE12 -, CK7 +++, CK8 +, CK14 -, CK18 +++, CK19, +++, CK20 -, KI-67 1%, p53 -, P63 +++, NSE -, CEA - EMA -, CA19-9 -, ER -, PgR -, HER2 +, HepPar1 -, CD34 -, CD10 +, PSA -, AMACR -, Desmin -, ASMA -, CD68 -, S100 - , CD45 -, synaptopysin -, TTF-1 -, CDX-2 -, MUC1 -, MUC2 -, MUC5AC -, MUC6 +++, CD56 -, PAS -, dPAS -, and alcian blue +. That is, the immunophenotype was very similar but much weaker in monstrous cells than in normal seminal vesicle epithelium. These findings suggest that the monstrous seminal vesicle epithelial cells are degenerative changes. The monstrous epithelial cells should not be mistaken for carcinoma.     

Allele frequencies of single nucleotide polymorphisms (SNPs) in 40 candidate genes for gene-environment studies on cancer: data from population-based Japanese random samples

Knowledge of genetic polymorphisms in gene-environment studies may contribute to more accurate identification of avoidable risks and to developing tailor-made preventative measures. The aim of this study was to describe the allele frequencies of single nucleotide polymorphisms (SNPs) of select genes, which may be included in future gene-environment studies on cancer in Japan. SNP typing was performed on middle-aged Japanese men randomly selected from the general population in five areas of Japan. We genotyped and calculated allele frequencies of 153 SNPs located on 40 genes: CYP1A1, CYP1B1, CYP2C9, CYP2C19, CYP2E1, CYP17A1, CYP19A1, AHR, ESR1, ESR2, ERRRG, PGR, EPHX1, EPHX2, HSD17B2, HSD17B3, GSTM2, GSTM3, GSTT2, GSTP1, NAT1, NAT2, COMT, ADH1A, ADH1B, ADH1C, ALDH2, NOS2A, NOS3, IL1A, IL1B, OGG1, NUDT1 [MTH1], DRD2, DRD3, DRD4, SLC6A4, NR3C1 [GCCR], MTHFR, and NQO1. In the present study, the Japanese allele frequencies were verified by using nationwide population samples.     

Comparison of the Chinese schema and the International Antigenic Typing System for serotyping Pseudomonas aeruginosa.

Twelve strains of Pseudomonas aeruginosa representing 12 serogroups in the serogrouping schema used in the People's Republic of China were compared with serogroups in the International Antigenic Typing System (IATS). The first eight groups originated in the People's Republic of China, and group II appears to have a new major antigen that is not found in the IATS. Groups I, III, IV, V, VI, VII, and VIII correspond to groups 11, 6, 9, 4, 8, 3, and 1, respectively, of the IATS. Groups IX, X, XI, and XII are immunotypes 3, 4, 5, and 1, respectively, of Fisher et al. (M. W. Fisher, H. B. Devlin, and F. J. Gnabasik, J. Bacteriol., 98:835-836, 1969); they exhibited a wide range of serological cross-reactions but correspond mainly to IATS groups 2, 3, 10, and 6, respectively.     

Comparison of commercial diagnostic tests for identification of serogroup antigens of Neisseria meningitidis.

In the study that is described the sensitivities and specificities of three commercial tests and the standard Reference Laboratory test, used since 1961, to identify Neisseria meningitidis serogroups were compared. The tests marketed by Difco, Murex/Wellcome, and Sanofi/Pasteur showed overall sensitivities of 92, 95, and 100%, respectively, and specificities of 67, 88, and 82%, respectively. When limited to the common serogroups A, B, and C, the three tests yielded sensitivities of 93, 97, and 100%, respectively, and specificities of 98, 100, and 98%, respectively. However, determination of the uncommon serogroups X, W-135, Y, Z, and 29E with these tests is either unreliable or not possible.     

Polypeptides induced in chick embryo cells by Kemerovo virus

Fifteen polypeptides induced by Kemerovo virus were detected in chick embryo cells (Mr 140, 98, 89, 72, 65, 62, 57, 54, 50, 47, 43, 41, 39, 31 kD, and 30 kD). Nine of them, namely the 140, 98, 65, 62, 57, 54, 50, 47 kD, and 41 kD polypeptides were also found in the partially purified virus. However, the latter contained also considerable amount of host cell proteins, predominantly the 205 kD, 45 kD, and 37 kD polypeptides. In the electron microscope the spherical viral particles exhibited a poorly defined surface structure of a diameter of 70-75 nm.     

Comparison of the reactions of the compact-colony forming active substance (CCFAS) to the clumping-factor reaction in a strain ofStaphylococcus aureus with animal plasma

Plasma was used from rat, mouse, guinea pig, rabbit, dog, cat, sheep, goat, monkey, horse, pig, cow, fox, mink, porpoise, deer, manatee, seal, elephant, raccoon, pigeon, macaw, and humans; clotting time and gel formation activities by the compact-colony forming active substance (CCFAS) extracted from a strain ofStaphyloccoccus aureus and relative staphylococcal clumping factor reaction were determined. Experimental results showed that every plasma was clotted and gel formation of plasma was observed by the CCFAS, however, although it was shown by the other plasmas, no clumping-factor reaction was observed with plasma from guinea pig, goat, and elephant.     

Genomic and immunophenotypical characterization of pure micropapillary carcinomas of the breast

Pure invasive micropapillary carcinoma (MPC) is a special histological type that accounts for 0.7-3% of all breast cancers. MPC has a distinctive growth pattern and a more aggressive clinical behaviour than invasive ductal carcinomas of no special type (IDC-NSTs). To define the molecular characteristics of MPCs, we profiled a series of 12 MPCs and 24 grade and oestrogen receptor (ER)-matched IDC-NSTs using high-resolution microarray comparative genomic hybridization (aCGH). In addition, we generated a tissue microarray containing a series of 24 MPCs and performed immunohistochemical analysis with ER, PR, Ki-67, HER2, CK5/6, CK14, CK17, EGFR, topoisomerase-IIalpha, cyclin D1, caveolin-1, E-cadherin, and beta-catenin antibodies. In situ hybridization probes were employed to evaluate the prevalence of amplification of HER2, TOP2A, EGFR, CCND1, MYC, ESR1, and FGFR1 genes. aCGH analysis demonstrated that MPCs significantly differed from IDC-NSTs at the genomic level. Gains of 1q, 2q, 4p, 6p, 6q23.2-q27, 7p, 7q, 8p, 8q, 9p, 10p, 11q, 12p, 12q, 16p, 17p, 17q, 19p, 20p, 20q, and 21q, and losses of 1p, 2p, 6q11.1-q16.3, 6q21-q22.1, 9p, 11p, 15q, and 19q were more prevalent in MPCs. High-level gains/amplifications of 8p12-p11, 8q12, 8q13, 8q21, 8q23, 8q24, 17q21, 17q23, and 20q13 were significantly associated with MPCs. A comparison between 24 MPCs and a series of 48 grade and ER-matched IDC-NSTs revealed that high cyclin D1 expression, high proliferation rates, and MYC (8q24) amplification were significantly associated with MPCs. Our results demonstrate that MPCs have distinct histological features and molecular genetic profiles supporting the contention that they constitute a distinct pathological entity.     

Fabry disease: 45 novel mutations in the alpha-galactosidase A gene causing the classical phenotype

The nature of the molecular lesions in the alpha-galactosidase A (alpha-Gal A) gene causing Fabry disease was determined in 50 unrelated families with the classic phenotype of this X-linked recessive lysosomal storage disease. Genomic DNA was isolated from affected males or obligate carrier females, and the entire alpha-Gal A coding region as well as the flanking and intronic sequences were analyzed by PCR amplification and automated sequencing. Forty-five new mutations were identified including 38 single base substitutions (32 missense and four nonsense) and nine gene rearrangements: MIR, M42T, G43D, G43V, H46Y, F50C, L68F, G132R, T141I, Y152X, K168R, G183S, V199M, P205R, Y207S, Q221X, C223R, C223Y, D234Y, G271C, A288P, P293A, R301G, I303N, I317T, E341D, P362L, R363C, R363H, G373D, I384N, T385P, Q396X, E398K, S401X, P409A, g7325insC, g7384del13, g8341delG, g8391del4/ins3, g10511delTAGT, g10704delACAG, g11019insG, g11021insG, and g11048delAGG. In the remaining five Fabry families, four previously reported mutations were detected (W81X, R112C, g11011delTC, and g11050delGAG) of which the R112C substitution was found in two families who were unrelated by haplotyping. These studies further define the heterogeneity of mutations in the alpha-Gal A gene causing the classical Fabry disease phenotype, and permit precise carrier detection and prenatal diagnosis in these families.     

Genome profiling of pancreatic adenocarcinoma

Pancreatic adenocarcinoma is one of the most aggressive human cancers. It displays many different chromosomal abnormalities and mutations. By using 244 K high-resolution array-comparative genomic hybridization (aCGH) we studied the genome alterations of 39 fine-needle aspirations from pancreatic adenocarcinoma and eight human adenocarcinoma pancreatic cell lines. Using both visual inspection and GISTIC analysis, recurrent losses were observed on 1p, 3p, 4p, 6, 8p, 9, 10, 11q, 15q, 17, 18, 19p, 20p, 21, and 22 and comprised several known or suspected tumor suppressor genes such as ARHGEF10, ARID1A, CDKN2A/B, FHIT, PTEN, RB1, RUNX1-3, SMAD4, STK11/LKB1, TP53, and TUSC3. Heterozygous deletion of the 1p35-p36 chromosomal region was identified in one-third of the tumors and three of the cell lines. This region, commonly deleted in human cancers, contains several tumor suppressor genes including ARID1A and RUNX3. We identified frequent genetic gains on chromosome arms 1q, 3q, 5p, 6p, 7q, 8q, 12q, 15q, 18q, 19q, and 20q. Amplifications were observed in 16 tumors. AKT2, CCND3, CDK4, FOXA2, GATA6, MDM2, MYC, and SMURF1 genes were gained or amplified. The most obvious amplification was located at 18q11.2 and targeted the GATA6 gene, which plays a predominant role in the initial specification of the pancreas and in pancreatic cell type differentiation. In conclusion, we have identified novel biomarkers and potential therapeutic targets in pancreatic adenocarcinoma.