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1.
Metabolites ; 14(3)2024 Feb 29.
Article in English | MEDLINE | ID: mdl-38535308

ABSTRACT

With 64,050 new diagnoses and 50,550 deaths in the US in 2023, pancreatic ductal adenocarcinoma (PDAC) is among the most lethal of all human malignancies. Early detection and improved prognostication remain critical unmet needs. We applied next-generation metabolomics, using quantitative tandem mass spectrometry on plasma, to develop biochemical signatures that identify PDAC. We first compared plasma from 10 PDAC patients to 169 samples from healthy controls. Using metabolomic algorithms and machine learning, we identified ratios that incorporate amino acids, biogenic amines, lysophosphatidylcholines, phosphatidylcholines and acylcarnitines that distinguished PDAC from normal controls. A confirmatory analysis then applied the algorithms to 30 PDACs compared with 60 age- and sex-matched controls. Metabolic signatures were then analyzed to compare survival, measured in months, from date of diagnosis to date of death that identified metabolite ratios that stratified PDACs into distinct survival groups. The results suggest that metabolic signatures could provide PDAC diagnoses earlier than tumor markers or radiographic measures and offer insights into disease severity that could allow more judicious use of therapy by stratifying patients into metabolic-risk subgroups.

2.
Genes (Basel) ; 14(3)2023 03 19.
Article in English | MEDLINE | ID: mdl-36981018

ABSTRACT

Background:TP53 is the most commonly mutated gene in human cancer with loss of function mutations largely concentrated in "hotspots" affecting DNA binding. APR-246 and COTI-2 are small molecules under investigation in P53 mutated cancers. APR binds to P53 cysteine residues, altering conformation, while COTI-2 showed activity in P53 mutant tumors by a computational platform. We compared APR-246 and COTI-2 activity in human tumor explants from 247 surgical specimens. Methods: Ex vivo analyses of programmed cell death measured drug-induced cell death by delayed-loss-of-membrane integrity and ATP content. The LC50s were compared by Z-Score. Synergy was conducted by the method of Chou and Talalay, and correlations were performed by Pearson moment. Results: APR-246 and COTI-2 activity favored hematologic neoplasms, but solid tumor activity varied by diagnosis. COTI-2 and APR-246 activity did not correlate (R = 0.1028) (NS). COTI-2 activity correlated with nitrogen mustard, cisplatin and gemcitabine, doxorubicin and selumetinib, with a trend for APR-246 with doxorubicin. For ovarian cancer, COTI-2 showed synergy with cisplatin at 25%. Conclusions: COTI-2 and APR-246 activity differ by diagnosis. A lack of correlation supports distinct modes of action. Cisplatin synergy is consistent with P53's role in DNA damage. Different mechanisms of action may underlie disease specificity and offer better disease targeting.


Subject(s)
Antineoplastic Agents , Ovarian Neoplasms , Female , Humans , Cisplatin , Tumor Suppressor Protein p53/metabolism , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Doxorubicin/pharmacology , Doxorubicin/therapeutic use , Ovarian Neoplasms/drug therapy
3.
Eur J Surg Oncol ; 47(4): 738-742, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33004272

ABSTRACT

BACKGROUND: Numerous studies have suggested benefit for heated intraperitoneal chemotherapy (HIPEC) in the treatment of peritoneal metastases from colon cancer. However, the PRODIGE 7 trial that randomized 265 colon cancer patients to surgery plus HIPEC vs. surgery alone after neoadjuvant chemotherapy (NACT) did not confirm benefit. These data were published as an abstract and not as a peer-reviewed manuscript. One concern is that prior drug exposure may select for drug resistance and blunt HIPEC efficacy. METHODS: A database query identified colon cancer specimens evaluated for chemotherapy sensitivity by ex-vivo analysis of programmed cell death (EVA/PCD), a primary culture platform that examines drug-induced cell death (apoptotic & non-apoptotic) by morphologic, metabolic and histologic endpoints. RESULTS: Of 87 fresh colon cancer specimens, 54 (62%) were untreated and 33 (38%) had received prior folinic acid, 5-fluorouracil, oxaliplatin (FOLFOX) or capecitabine and oxaliplatin (CAPOX). In an apoptosis assay, the lethal concentration of 50% (LC50) in untreated patients was significantly lower than in patients treated by FOLFOX (p = 0.002). Then to approximate PRODIGE 7, treated patients were separated by having received oxaliplatin treatment less than or greater than 2 months before EVA/PCD analysis. The degree of resistance increasing significantly for patients who received treatment less than 2 months prior to EVA/PCD (p < 0.002). Activity for mitomycin and irinotecan was not significantly different for untreated vs. treated patients, but 5-FU was more resistant (P = 0.048). CONCLUSIONS: The failure of PRODIGE 7 to improve survival with surgery plus HIPEC following NACT may reflect diminished oxaliplatin cytotoxicity in patients whose residual disease has been selected for oxaliplatin and 5-FU resistance.


Subject(s)
Colorectal Neoplasms/drug therapy , Drug Resistance, Neoplasm/drug effects , Oxaliplatin/pharmacology , Peritoneal Neoplasms/drug therapy , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Apoptosis/drug effects , Capecitabine/administration & dosage , Colorectal Neoplasms/pathology , Colorectal Neoplasms/surgery , Fluorouracil/pharmacology , Fluorouracil/therapeutic use , Humans , Hyperthermic Intraperitoneal Chemotherapy , Irinotecan/pharmacology , Leucovorin/therapeutic use , Mitomycin/pharmacology , Neoadjuvant Therapy , Organoplatinum Compounds/therapeutic use , Oxaliplatin/administration & dosage , Peritoneal Neoplasms/secondary , Primary Cell Culture , Tumor Cells, Cultured
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