scholarly journals Prediction of Primary Tumors in Cancers of Unknown Primary

2017 ◽  
Vol 14 (2) ◽  
Author(s):  
Dan Søndergaard ◽  
Svend Nielsen ◽  
Christian N.S. Pedersen ◽  
Søren Besenbacher

AbstractA cancer of unknown primary (CUP) is a metastatic cancer for which standard diagnostic tests fail to identify the location of the primary tumor. CUPs account for 3–5% of cancer cases. Using molecular data to determine the location of the primary tumor in such cases can help doctors make the right treatment choice and thus improve the clinical outcome. In this paper, we present a new method for predicting the location of the primary tumor using gene expression data: locating cancers of unknown primary (LoCUP). The method models the data as a mixture of normal and tumor cells and thus allows correct classification even in impure samples, where the tumor biopsy is contaminated by a large fraction of normal cells. We find that our method provides a significant increase in classification accuracy (95.8% over 90.8%) on simulated low-purity metastatic samples and shows potential on a small dataset of real metastasis samples with known origin.

2021 ◽  
Author(s):  
Bingxin Gu ◽  
Xiaoping Xu ◽  
Ji Zhang ◽  
Xiaomin Ou ◽  
Zuguang Xia ◽  
...  

Abstract Purpose [18F]fluorodeoxyglucose ([18F]FDG) positron emission tomography/computed tomography (PET/CT) plays an important role in location of primary tumor for patients with head and neck cancer of unknown primary (HNCUP). But sometimes, [18F]FDG PET/CT still cannot find the primary malignancy. As 68Ga-radiolabeled fibroblast activation protein inhibitor (FAPI) PET/CT has promising results in detecting different tumor entities, our study aimed to evaluate the performance of [68Ga]Ga-DOTA-FAPI-04 PET/CT for detecting the primary tumor in HNCUP patients with negative [18F]FDG findings.Methods A total of eighteen patients (16 males and 2 females; median age, 55 years; range, 24-72 years) with negative [18F]FDG findings were eligible in this study. All patients underwent [18F]FDG and [68Ga]Ga-DOTA-FAPI-04 PET/CT within one week. Biopsy and histopathological examinations were done in the sites with positive [68Ga]Ga-DOTA-FAPI-04 PET/CT findings. Results [68Ga]Ga-DOTA-FAPI-04 PET/CT detected the primary tumor in 7 of 18 patients (38.89%). The primary tumors sites were in nasopharynx (1/7), palatine tonsil (2/7), submandibular gland (2/7), and hypopharynx (2/7). The primary tumors showed mild to intensive uptake of FAPI (mean SUVmax, 8.79; range, 2.60-16.50) and excellent tumor-to-contralateral normal tissue ratio (mean SUVmax ratio, 4.50; range, 2.17-8.21). In lesion-based analysis, a total of 65 lymph nodes and 17 bone metastatic lesions were identified. The mean SUVmax of lymph node metastases were 9.05 ± 5.29 for FDG and 9.08 ± 4.69 for FAPI (p = 0.975); as for bone metastases, the mean SUVmax were 8.11 ± 3.00 for FDG and 6.96 ± 5.87 for FAPI, respectively (p = 0.478). The mean tumor-to-background ratio (TBR) values of lymph node and bone metastases were 10.65 ± 6.59 vs. 12.80 ± 8.11 (p = 0.100) and 9.08 ± 3.35 vs. 9.14 ± 8.40 (p = 0.976), respectively.Conclusion We present first evidence of diagnostic role of [68Ga]Ga-DOTA-FAPI-04 PET/CT in HNCUP, and our study demonstrated that [68Ga]Ga-DOTA-FAPI-04 PET/CT had the potential to improve the detection rate of primary tumor in HNCUP patients with negative FDG findings. Moreover, [68Ga]Ga-DOTA-FAPI-04 had similar performance in assessing metastases with [18F]FDG.


Author(s):  
Gianluca Airoldi

Introduction Metastatic cancer of unknown primary (CUP) origin is one of the 10 most frequent cancers in humans; it accounts for approximately 3% to 5% of all solid malignancies. Patients with CUP present with metastatic disease whose site of origin cannot be identified at the time of diagnosis despite a thorough history, physical examination and appropriate laboratory testing, histopathology investigations and modern imaging technology (including computed tomography, magnetic resonance imaging, and positron emission tomography).Materials and methods A “state of the art” review was written reflecting all articles retrieved through a PubMed Medline search with the keywords “cancer of unknown primary”, “occult primary tumor”, and “metastases of unknown origin”, with no limits regarding date of publication, type of article, or field.Results CUP represents a heterogeneous group of malignancies that can be classified into distinct clinicopathological entities. Certain entities are included in favorable sub-sets that are responsive to systemic chemotherapy and/or locoregional treatment: these include poorly differentiated carcinomas involving the mediastinal–retroperitoneal nodes, peritoneal papillary serous adenocarcinomatosis in females, poorly differentiated neuroendocrine carcinomas, isolated axillary node adenocarcinomas in females, cervical and inguinal node involvement by squamous cell carcinoma, and any other single metastatic site of limited extension. In these cases, identification of the primary tumor may be important and warrants special diagnostic efforts. However, in most cases, the primary site remains unknown, even after autopsy. Therefore, invasive endoscopic and laparoscopic procedures are rarely warranted in the absence of symptoms. Patients who belong to the non-favorable sub-sets (mainly metastatic CUP involving the liver, lung/pleura, brain, bones, or multiple sites) or have a poor performance status have a dismal prognosis (average median survival of 4-8 months).Discussion The current evidence does not support the hypothesis that palliative chemotherapy improves survival and/or quality of life in CUP patients who do not fit into any of the favorable sub-sets. Therefore, only low-toxicity empirical chemotherapy regimens should be offered to patients with a good performance status, and quality of life issues should be given priority for any choice of treatment.


2021 ◽  
Vol 11 ◽  
Author(s):  
Murilo Bonatelli ◽  
Isabella Fernandes Fornari ◽  
Priscila Neves Bernécule ◽  
Lara Esquiapatti Pinheiro ◽  
Ricardo Filipe Alves Costa ◽  
...  

IntroductionCancer of unknown primary origin (CUP) is defined as metastatic cancer without identification of the primary site. Considering that only 15–20% of patients with CUP show a favorable outcome, identifying biomarkers may help improve the clinical management of patients who do not respond well to conventional therapies. In this context, the study of the metabolic profile of CUP may pave the way to establish new biomarkers and/or therapeutic targets; therefore, this study aimed to characterize the expression of metabolism-related proteins in CUP.Materials and MethodsThe expression of monocarboxylate transporters MCT1, MCT2 and MCT4, their chaperone CD147, the glucose transporter GLUT1 and the pH regulator CAIX was evaluated by immunohistochemistry in a series of 118 CUP patients, and the results were associated with the available clinicopathological information.ResultsThe metabolism-related proteins MCT1, MCT4, CD147, GLUT1 and CAIX were expressed in a critical portion of the CUP (approximately 20 to 70%). MCT1 and CD147 were both more frequently expressed in cases with lymph nodes as metastasis dominant sites (p = 0.001) as well as in samples from lymph nodes (p <0.001 and p = 0.002, respectively), while MCT1 expression was more frequently expressed in squamous cell carcinomas (p = 0.045). A higher overall survival was observed in patients with tumors positive for GLUT1 and CAIX expression (p = 0.011 and p = 0.041, respectively), but none of the proteins was an independent prognostic factor for overall survival in multivariable analysis.ConclusionThe results suggest that a portion of CUPs present a hyperglycolytic phenotype, which is associated with higher overall survival.


2012 ◽  
Vol 2 (Suppl 1) ◽  
pp. A46.1-A46
Author(s):  
Philippa Hughes ◽  
Clare Farrington ◽  
David Brooks ◽  
Peter Bath ◽  
Bill Noble

2013 ◽  
Vol 38 (6) ◽  
pp. 628-633 ◽  
Author(s):  
M. Saliminejad ◽  
S. Bemanian ◽  
A. Ho ◽  
B. Spiegel ◽  
L. Laine

2011 ◽  
Vol 35 (5) ◽  
pp. 405-407 ◽  
Author(s):  
Matthias K. Werner ◽  
Christina Pfannenberg ◽  
Mehmet Ö. Öksüz

Medicine ◽  
2017 ◽  
Vol 96 (16) ◽  
pp. e6713 ◽  
Author(s):  
Synne Alexandra Burglin ◽  
Søren Hess ◽  
Poul Flemming Høilund-Carlsen ◽  
Oke Gerke

2005 ◽  
Vol 42 (1) ◽  
pp. 12-66 ◽  
Author(s):  
Luna Ghosh ◽  
William Dahut ◽  
Sanjay Kakar ◽  
Edwin M. Posadas ◽  
Camilo G. Torres ◽  
...  

2013 ◽  
Vol 13 (1) ◽  
pp. 11-19 ◽  
Author(s):  
F. Rossi ◽  
L. Aresu ◽  
M. Vignoli ◽  
P. Buracco ◽  
G. Bettini ◽  
...  

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