Molecular & Cellular Proteomics · 2015 · 45 citations · 37 references
MedicineOncologyPathologyGlycobiologyMolecular OncologyTumor ImmunologyCancer BiomarkersCancer Molecular DiagnosticsGlycan AnalysisGlycoproteomicsPancreatic CancerTumor MarkersAssayCancer Antigen 19-9Early DiagnosisGlycan Biomarker DiscoveryGlycan BiomarkersGlycan Biomarkers For CancerGlycan-based Cancer DiagnosticsSandwich Enzyme-linked Immunosorbent Assay
The sialyl-Lewis A (sLeA) glycan forms the basis of the CA19–9 assay and is the current best biomarker for pancreatic cancer, but because it is not elevated in ∼25% of pancreatic cancers, it is not useful for early diagnosis. We hypothesized that sLeA-low tumors secrete glycans that are related to sLeA but not detectable by CA19–9 antibodies. We used a method called motif profiling to predict that a structural isomer of sLeA called sialyl-Lewis X (sLeX) is elevated in the plasma of some sLeA-low cancers. We corroborated this prediction in a set of 48 plasma samples and in a blinded set of 200 samples. An antibody sandwich assay formed by the capture and detection of sLeX was elevated in 13 of 69 cancers that were not elevated in sLeA, and a novel hybrid assay of sLeA capture and sLeX detected 24 of 69 sLeA-low cancers. A two-marker panel based on combined sLeA and sLeX detection differentiated 109 pancreatic cancers from 91 benign pancreatic diseases with 79% accuracy (74% sensitivity and 78% specificity), significantly better than sLeA alone, which yielded 68% accuracy (65% sensitivity and 71% specificity). Furthermore, sLeX staining was evident in tumors that do not elevate plasma sLeA, including those with poorly differentiated ductal adenocarcinoma. Thus, glycan-based biomarkers could characterize distinct subgroups of patients. In addition, the combined use of sLeA and sLeX, or related glycans, could lead to a biomarker panel that is useful in the clinical diagnosis of pancreatic cancer.Précis: This paper shows that a structural isomer of the current best biomarker for pancreatic cancer, CA19–9, is elevated in the plasma of patients who are low in CA19–9, potentially enabling more comprehensive detection and classification of pancreatic cancers. The sialyl-Lewis A (sLeA) glycan forms the basis of the CA19–9 assay and is the current best biomarker for pancreatic cancer, but because it is not elevated in ∼25% of pancreatic cancers, it is not useful for early diagnosis. We hypothesized that sLeA-low tumors secrete glycans that are related to sLeA but not detectable by CA19–9 antibodies. We used a method called motif profiling to predict that a structural isomer of sLeA called sialyl-Lewis X (sLeX) is elevated in the plasma of some sLeA-low cancers. We corroborated this prediction in a set of 48 plasma samples and in a blinded set of 200 samples. An antibody sandwich assay formed by the capture and detection of sLeX was elevated in 13 of 69 cancers that were not elevated in sLeA, and a novel hybrid assay of sLeA capture and sLeX detected 24 of 69 sLeA-low cancers. A two-marker panel based on combined sLeA and sLeX detection differentiated 109 pancreatic cancers from 91 benign pancreatic diseases with 79% accuracy (74% sensitivity and 78% specificity), significantly better than sLeA alone, which yielded 68% accuracy (65% sensitivity and 71% specificity). Furthermore, sLeX staining was evident in tumors that do not elevate plasma sLeA, including those with poorly differentiated ductal adenocarcinoma. Thus, glycan-based biomarkers could characterize distinct subgroups of patients. In addition, the combined use of sLeA and sLeX, or related glycans, could lead to a biomarker panel that is useful in the clinical diagnosis of pancreatic cancer. Précis: This paper shows that a structural isomer of the current best biomarker for pancreatic cancer, CA19–9, is elevated in the plasma of patients who are low in CA19–9, potentially enabling more comprehensive detection and classification of pancreatic cancers. A patient with an uncertain lesion of the pancreas typically is referred to a specialist for dedicated scans of the pancreas and, if available, additional procedures such as endoscopic imaging with fine-needle aspiration to obtain material for cytology. The diagnostic challenges include differentiating benign from neoplastic conditions and determining the type and potential aggressiveness of a neoplasm (1Abraham S.C. Wilentz R.E. Yeo C.J. Sohn T.A. Cameron J.L. Boitnott J.K. Hruban R.H. Pancreaticoduodenectomy (whipple resections) in patients without malignancy: Are they all “chronic pancreatitis”?.Am. J. Surg. Pathol. 2003; 27: 110-120Crossref PubMed Scopus (300) Google Scholar, 2Adsay N.V. Bandyopadhyay S. Basturk O. Othman M. Cheng J.D. Klöppel G. Klimstra D.S. Chronic pancreatitis or pancreatic ductal adenocarcinoma?.Semin. Diagn. Pathol. 2004; 21: 268-276Crossref PubMed Scopus (45) Google Scholar, 3Kennedy T. Preczewski L. Stocker S.J. Rao S.M. Parsons W.G. Wayne J.D. Bell R.H. Talamonti M.S. Incidence of benign inflammatory disease in patients undergoing whipple procedure for clinically suspected carcinoma: A single-institution experience.Am. J. Surg. 2006; 191: 437-441Abstract Full Text Full Text PDF PubMed Scopus (57) Google Scholar, 4Klöppel G. Adsay N.V. Chronic pancreatitis and the differential diagnosis versus pancreatic cancer.Arch. Pathol. Lab. Med. 2009; 133: 382-387Crossref PubMed Google Scholar). Based on imaging and biopsy, each condition and type occasionally can mimic others, and obtaining definitive information from biopsy is not always possible (5Pitman M.B. Centeno B.A. Ali S.Z. Genevay M. Stelow E. Mino-Kenudson M. Castillo C.F. Schmidt C.M. Brugge W.R. Layfield L.J. Standardized terminology and nomenclature for pancreatobiliary cytology: The papanicolaou society of cytopathology guidelines.Cytojournal. 2014; 11: 3Crossref PubMed Scopus (4) Google Scholar). Molecular tests hold promise to improve this situation (6Hruban R.H. Adsay N.V. Molecular classification of neoplasms of the pancreas.Hum. Pathol. 2009; 40: 612-623Crossref PubMed Scopus (71) Google Scholar), as they could provide objective and detailed information about each patient's condition. But molecular markers to diagnose incipient pancreatic cancer are not available despite decades of research; the current best marker for pancreatic cancer, the CA19–9 test, was discovered in 1979 (7Koprowski H. Steplewski Z. Mitchell K. Herlyn M. Herlyn D. Fuhrer P. Colorectal carcinoma antigens detected by hybridoma antibodies.Somatic Cell Genet. 1979; 5: 957-971Crossref PubMed Scopus (1172) Google Scholar, 8Herlyn M. Steplewski Z. Herlyn D. Koprowski H. Colorectal carcinoma-specific antigen: Detection by means of monoclonal antibodies.Proc. Natl. Acad. Sci. U.S.A. 1979; 76: 1438-1442Crossref PubMed Scopus (560) Google Scholar). CA19–9 is elevated in about 75% of pancreatic cancers (9Goonetilleke K.S. Siriwardena A.K. Systematic review of carbohydrate antigen (CA 19–9) as a biochemical marker in the diagnosis of pancreatic cancer.Eur. J. Surg. Oncol. 2007; 33: 266-270Abstract Full Text Full Text PDF PubMed Scopus (627) Google Scholar), which is useful for certain purposes, such as monitoring response to treatment, but not for diagnosis. The antigen detected by the CA19–9 test is a glycan, a tetrasaccharide known as the sialyl-Lewis A (sLeA) antigen. The discovery that CA19–9 antibodies recognize a glycan (10Magnani J.L. Brockhaus M. Smith D.F. Ginsburg V. Blaszczyk M. Mitchell K.F. Steplewski Z. Koprowski H. A monosialoganglioside is a monoclonal antibody-defined antigen of colon carcinoma.Science. 1981; 212: 55-56Crossref PubMed Scopus (307) Google Scholar, 11Magnani J.L. Nilsson B. Brockhaus M. Zopf D. Steplewski Z. Koprowski H. Ginsburg V. A monoclonal antibody-defined antigen associated with gastrointestinal cancer is a ganglioside containing sialylated lacto-n-fucopentaose ii.J. Biol. Chem. 1982; 257: 14365-14369Abstract Full Text PDF PubMed Google Scholar) further revealed the prevalent nature of glycosylation alterations in cancer. Researchers have uncovered other glycans that show up with high abundance in cancer (12Dube D.H. Bertozzi C.R. Glycans in cancer and inflammation–potential for therapeutics and diagnostics.Nat. Rev. Drug Discov. 2005; 4: 477-488Crossref PubMed Scopus (1346) Google Scholar, 13Adamczyk B. Tharmalingam T. Rudd P.M. Glycans as cancer biomarkers.Biochim. Biophys. Acta. 2012; 1820: 1347-1353Crossref PubMed Scopus (381) Google Scholar), some of which contribute to cancer cell function and carry information about cell differentiation. Glycans, therefore, have good potential to serve as biomarkers of cancer. But for the diagnosis of pancreatic cancer, glycan-based markers are not yet effective because we do not have markers to detect the cancers that are low in sLeA. A strategy for improving upon the CA19–9 test is to identify biomarkers that are elevated in the patients who are low in sLeA. Previous research suggested that other glycans besides sLeA are overproduced in some cancers that are low in sLeA. All antibodies used in the CA19–9 assays primarily detect the sLeA glycan, which has the sequence Siaα2,3Galβ1,3(Fucα1,4)GlcNAc (where Sia is sialic acid, Gal is galactose, Fuc is fucose, and GlcNAc is N-acetylglucosamine), but some also detect other glycans (14Rye P.D. Bovin N.V. Vlasova E.V. Molodyk A.A. Baryshnikov A. Kreutz F.T. Garinther W.I. Schultes B.C. A.A. J. Nilsson O. Nilsson K. K. L. Bell H. J. on the of monoclonal antibodies A and related Biol. PubMed Scopus Google Scholar, K. R.E. monoclonal antibodies the antigen show in with for clinical 2012; PubMed Scopus Google Scholar). The available CA19–9 assays for patients K. R.E. monoclonal antibodies the antigen show in with for clinical 2012; PubMed Scopus Google Scholar, A. of for and markers from an J. Chem. Google Scholar, K. P. H. of for Acta. 2009; PubMed Scopus Google Scholar), the of the from the antibody S.J. of pancreatic by monoclonal 1982; Google Scholar), which a of sLeA called sialyl-Lewis S. M. H. S. T. H. K. of and and PubMed Scopus Google Scholar) detection shows in some pancreatic cancers that do not sLeA K. R.E. monoclonal antibodies the antigen show in with for clinical 2012; PubMed Scopus Google Scholar, H. E. P.M. on of and in and in of pancreatic cancer Google Scholar). The the that of the in antibodies could discovery of glycans that are in pancreatic cancers. In could the of to a patient antibodies and about the glycans that are based on the of the antibodies. if antibodies recognize but distinct of glycans, and if antibody glycans in certain the glycans by the antibody could elevated in the samples. such an we detailed information about the of antibodies available glycan of the of antibodies or to of glycans in a in for the Rev. PubMed Scopus Google Scholar, T. in Chem. 2009; PubMed Scopus Google from which can the of the We an and to glycan A. T. L. S. E. A of glycan to the of PubMed Scopus Google Scholar, D. The of and revealed of glycan 2012; PubMed Scopus Google Scholar, D. Z. M. B. from glycan motif and Chem. Biol. 5: PubMed Scopus Google Scholar), with a of available glycan D. S. M. of a of glycan Full Text Full Text PDF PubMed Scopus Google Scholar). that we can antibodies that glycan and the antibodies. antibody the to test antibody sandwich assays patient samples sandwich for biomarker and Rev. PubMed Scopus Google Scholar). we could from antibodies samples and use the information about the of the antibodies to about the glycan that are in each We an for that called motif prediction D. H. K. S. J. M. of glycan of on by pancreatic cancer PubMed Scopus Google Scholar). We this which we motif to the of pancreatic cancer we could identify glycan that are elevated in the cancer patients who are low in sLeA. samples as the were the of of from patients with pancreatic cancer, or benign and from cancer was as and and cancer was as and The pancreatitis patients were a of and and the of or The samples were a procedure based on the and plasma from the Detection All samples were and on and each more than In addition, the and from patients who pancreatic a in All samples were The and used in the assays or or each of and in antibodies from and in The antibodies and were from for the which was a from The capture antibodies to were by to and was the to the We used a to the capture antibodies with a of The antibodies were in with and 48 in a with and each of each A was to the The The were in a We used for the antibody assays that are to those A. T. L. J. D. Schmidt C.M. Z. of and as biomarkers for the diagnosis of pancreatic PubMed Scopus Google Scholar, T. K. R.E. The and nature of glycan alterations on in pancreatic cancer patients revealed sandwich 2009; Full Text Full Text PDF PubMed Scopus Google Scholar). The plasma samples were with and with to all the were The the were with in for in of for and by We not the glycans on the capture antibodies as A. T. L. J. D. Schmidt C.M. Z. of and as biomarkers for the diagnosis of pancreatic PubMed Scopus Google Scholar) because in we of the detection to the glycans on the capture antibodies. We of each plasma to each and the for was to The were for each in and We of detection antibody in with to each for and and the as we in with for and and the We the for We the with the and The was from the of each We used a to from the to the The the for the from the of the and the if the a The or to a of the of the as the for each The also and the associated of which is used for We assays for that a and in the response of the assay by of T. of sandwich Biol. PubMed Scopus Google Scholar). the we could not because we the in of to from the of we the The than good the The was to identify an of antibodies sLeA and related We a called D. Z. M. B. from glycan motif and Chem. Biol. 5: PubMed Scopus Google Scholar, D. S. M. of a of glycan Full Text Full Text PDF PubMed Scopus Google Scholar), of glycan and from glycan by the for We the for sLeA that with for sLeA we in for related glycans, which we could use to information about the of the related A for with a high motif for sLeA of for sLeA A. T. L. S. E. A of glycan to the of PubMed Scopus Google or with the or in the an of antibodies and with and to sLeA All antibodies and to the sLeA but we in to other the has the sLeA the not sLeA with to sialyl-Lewis but it to sialyl-Lewis and the antibody sLeA as as sialyl-Lewis in certain glycans Based on this we antibodies to for sLeA but in the of to other In to the sialyl-Lewis A we antibodies A and sialyl-Lewis antibody information in We plasma based on a of sLeA T. B. L. K. K. H. Z. R.E. of from benign pancreatic disease by the antigen on PubMed Scopus Google Scholar), to include samples from cancer patients with high or low sLeA and from The low samples were the of all cancer samples in sLeA, which are the clinical of and the high samples were the in sLeA. We used antibody to obtain for each from of capture and detection antibody assay is by a of with capture and detection we a set of We that a antibody the and The samples as high sLeA were to the other in the as a capture antibody The that the antibody is for sLeA sLeA is the in samples. including and were significantly for the cancer patients with low sLeA The antibody that is for sLeA, capture and not show in that the in some other could to the that are to those antibodies. the detailed available from the glycan about the of the it could possible to information from all antibodies to predict the that are in each We an for that called motif prediction D. H. K. S. J. M. of glycan of on by pancreatic cancer PubMed Scopus Google Scholar). The in the are to the for a detection antibody by the motif for a for each detection and the all detection antibodies The motif the of each antibody for each were from glycan this to a prediction for each motif and each We were to significantly the cancer patients with low sLeA and the the in glycan D. Z. M. B. from glycan motif and Chem. Biol. 5: PubMed Scopus Google Scholar, D. S. M. of a of glycan Full Text Full Text PDF PubMed Scopus Google Scholar), the sialyl-Lewis A and sialyl-Lewis X for the and capture as as sialyl-Lewis and for the capture The motif to elevated for capture besides sLeA, was sialyl-Lewis X test the we the samples with antibodies that have for A of the and which are sialyl-Lewis X antibodies that have by glycan and have good for sLeX not We antibody containing all the antibodies used the sLeX and we the profiling of the samples. the antibody as capture use of as a detection antibody not for this we in the sLeA-low cancer we detected with the or antibody the in of the that some cancer patients the sLeA-low sLeX of sLeA. We further this with a set of 48 samples that low and high sLeA cancer the and in sLeA, and and patients with benign pancreatic of the assay conditions cell sLeX as we assays as the detection An assay of capture and detection in of the sLeA-low cancer patients a that was all the cancer patients and all but of the patients The was for the of sLeA-low to cancers and for the of sLeA-low cancers to to the high sLeX in samples from pancreatitis patients for on the samples and This the that some of the sLeA-low pancreatic cancers show in Furthermore, sLeX can in The sLeA-low cancers that were early or and were elevated in sLeX We further the in a blinded set of 200 of samples from pancreatic cancer patients and patients with or pancreatitis or benign We the antibody with the and and we the sLeA a CA19–9 were and to a for we with the sLeA were elevated in cancer patients sensitivity and based on a of as used clinically to CA19–9 the cancer patients in sLeA, were elevated in sLeX, and of the cancer patients an in sLeA of clinically to for were elevated in sLeX, based on in sLeX that additional of and In addition, sLeX were significantly sLeA-low cancers and all of cancer patients sLeA and sLeX of the in the patient marker is by the antibodies. is based on the test for sLeA-low cancers to all is for all cancers to all not in a The antibody additional capture antibodies we other of assays could improve of cancers from The assay the sLeA-low cancers and was capture and detection and which the of sLeA and sLeX on the the cancer that were the of in sLeA, were elevated in a in that marker that we as a that was elevated in the sLeX sandwich or the hybrid to accuracy the two-marker panel a sensitivity of of 78% and accuracy of significantly better than the best accuracy of 68% for sLeA. that the in this do not include the of sLeA is than in cancer to The patients with benign the CA19–9 assay was elevated in of those patients the and sLeX also was elevated in the pancreatitis was elevated in sLeX and in CA19–9, and of the pancreatitis were elevated in CA19–9 and were elevated in sLeX, of which was not elevated in CA19–9 the of additional from benign inflammatory conditions is not of in the in to the sLeA glycan S. S. H. M. T. T. H. is by a in type Biophys. PubMed Scopus Google Scholar). of the 109 of the cancer patients in such all of were low in sLeA, as of the were elevated in plasma sLeX This further the of sLeX to provide to sLeA. more information on the of plasma sLeX in pancreatic cancers, those without plasma sLeA we and plasma samples from with pancreatic pancreatic a in The of sLeA and sLeX in the those in the with patients elevated in or of the markers The of sLeX was to that of sLeA, with staining in the and of the and staining in of the pancreas for in and We a the plasma and staining in the ductal the and cancers. The patients with high plasma sLeA or with and staining for sLeA, but the cancers not plasma sLeA and were by of or high that plasma sLeX sLeX staining in the neoplastic or in the The set of a condition that not elevate plasma sLeA. of the elevated plasma sLeX, and all sLeX staining in the neoplastic The that pancreatic cancers that do not elevate plasma sLeA poorly differentiated ductal adenocarcinoma. of the of cancer with available the that elevated plasma sLeA ductal by by The other of which elevated sLeX, differentiated or poorly differentiated or carcinoma This that other than ductal not to elevate plasma sLeA but the potential to elevate plasma The of this research was to test the that some patients with low plasma sLeA have in related glycan We that sLeX, a structural isomer of sLeA, was elevated in the plasma of of patients with low sLeA and that a novel marker formed by the capture of sLeA and the detection of sLeX was elevated in of the sLeA-low cancers with low in could provide the for a biomarker panel that upon CA19–9 and that could used in the clinical diagnosis of pancreatic cancer. Furthermore, this research a novel to for glycan-based called motif The method detailed of antibody available from glycan to predict patients in glycan that not based on a of the antibody We that the useful antibodies or with or for information because such without a The on the that the cancers glycans that are related to sLeA. The used monoclonal antibodies CA19–9, were by with cancer of CA19–9 with antibodies such as T. S. M. H. K. S. M. T. of and CA19–9 in the diagnosis of pancreatic J. PubMed Scopus Google Scholar), T. S. M. H. K. S. M. T. of and CA19–9 in the diagnosis of pancreatic J. PubMed Scopus Google Scholar), S. M. O. K. H. H. K. S. T. of and CA19–9 for the diagnosis of pancreatic J. PubMed Scopus Google Scholar), and others, CA19–9 the antibody for this was that some of the patients show in H. E. P.M. on of and in and in of pancreatic cancer Google Scholar, S. H. T. M. S. M. T. of in pancreatic cancer patients for J. PubMed Scopus Google Scholar), but a biomarker panel based on assays and of a novel glycan, in of pancreatic tumors that were for CA19–9 K. H. S. M. H. H. O. ganglioside in of PubMed Scopus Google Scholar), but the not this as a An for the clinical use of a biomarker is the of The markers in some of the with benign disease but than the cancer patients. as with the current use of the CA19–9 CA19–9 are for of pancreatitis patients T. S. M. H. K. S. M. T. of and CA19–9 in the diagnosis of pancreatic J. PubMed Scopus Google Scholar, K. T. of CA19–9 with other markers in the diagnosis of cancer of the PubMed Scopus Google Scholar), but a of of pancreatic cancer from pancreatitis (9Goonetilleke K.S. Siriwardena A.K. Systematic review of carbohydrate antigen (CA 19–9) as a biochemical marker in the diagnosis of pancreatic cancer.Eur. J. Surg. Oncol. 2007; 33: 266-270Abstract Full Text Full Text PDF PubMed Scopus (627) Google Scholar). The provide a for high sensitivity and high each of which detection of a of pancreatic cancer. In to further improve a strategy to for markers elevated in the pancreatic cancers not elevate sLeA or An of the was not in the of the but we some the nature of the tumors each type of marker All patients with high plasma sLeA for which was available or differentiated ductal with the staining for sLeA. In the patients with low plasma sLeA, some of which also high plasma sLeX, or poorly differentiated or The high ductal staining and elevated plasma a the and also that the ductal the and that is because the do not typically have to the pancreatic from a also this The molecular of the material from the that from the tumors H. H. of as pancreatic Google Scholar). of the tumors with low plasma sLeA high sLeA staining in the cancer that tumors not secrete the marker to detected in the The of differentiated ductal potentially such the current to the that glycans characterize distinct subgroups of cancers. this we a to the and plasma of sLeA and Previous also of sLeX in some pancreatic tumors but not in the plasma in to cancers that are low in sLeA. In an of patients with pancreatic cancer, sLeX staining was in of to sLeA staining in of patients P.M. H. E. Steplewski Z. of antigens and in pancreatic cancer in with the patient's Google Scholar). of and was in of that of patients staining in sLeX This of sLeA and sLeX staining with but the not of and of sialyl-Lewis A H. E. P.M. on of and in and in of pancreatic cancer Google Scholar, S. M. ganglioside in pancreatic cancer with the PubMed Scopus Google Scholar), but the not the to or the with The glycans that the cancer could about the in the cell and about with in to and by sLeX on cancer in to but also by cell S. M. of X in and by J. PubMed Scopus Google Scholar). The of sLeX in is with M. K. M. H. S. H. M. of a carbohydrate of the on high in as Biol. Chem. Full Text Full Text PDF PubMed Scopus Google Scholar). A is also a for K. H. M. H. A. H. T. T. of and in the of pancreatic carcinoma to J. PubMed Scopus Google Scholar), the of sLeX and sLeA could cancer cell disease and more the glycan and the of of sLeX have for M. K. M. H. S. H. M. of a carbohydrate of the on high in as Biol. Chem. Full Text Full Text PDF PubMed Scopus Google Scholar). In we show that a of patients with low plasma sLeA have in plasma A novel assay formed by the capture of sLeA and detection of sLeX was useful for sLeA-low cancers with a low of The sLeA and sLeX glycans in and differentiated ductal but in other that do not elevated plasma sLeA, the of glycans as of of The that further of of glycans could the detection of a of pancreatic cancers than possible This could have early such as determining who to and disease use of CA19–9 could from additional biomarkers that are to tumors that do not secrete high of sLeA. We the and for the of the and the the for for the glycan and of for the with sialyl-Lewis A sialyl-Lewis X of
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Colorectal carcinoma antigens detected by hybridoma antibodies
Hilary Koprowski, Zenon Steplewski, Kenneth F. Mitchell et al. · Somatic Cell and Molecular Genetics · 1979 · 1.4K citations
J L Magnani, Bo Nilsson, Manfred Brockhaus et al. · Journal of Biological Chemistry · 1982 · 883 citations · Full text
A Monosialoganglioside Is a Monoclonal Antibody-Defined Antigen of Colon Carcinoma
John L. Magnani, Manfred Brockhaus, David F. Smith et al. · Science · 1981 · 376 citations
Medicine, Cancer Biology, Oncology +17