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Petty HR. Enzyme Trafficking and Co-Clustering Precede and Accurately Predict Human Breast Cancer Recurrences: An Interdisciplinary Review. Am J Physiol Cell Physiol 2022; 322:C991-C1010. [PMID: 35385324 DOI: 10.1152/ajpcell.00042.2022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Although great effort has been expended to understand cancer's origins, less attention has been given to the primary cause of cancer deaths - cancer recurrences and their sequelae. This interdisciplinary review addresses mechanistic features of aggressive cancer by studying metabolic enzyme patterns within ductal carcinoma in situ (DCIS) of the breast lesions. DCIS lesions from patients who did or did not experience a breast cancer recurrence were compared. Several proteins, including phospho-Ser226-glucose transporter type 1, phosphofructokinase type L and phosphofructokinase/fructose 2,6-bisphosphatase type 4 are found in nucleoli of ductal epithelial cells in samples from patients who will not subsequently recur, but traffic to the cell periphery in samples from patients who will experience a cancer recurrence. Large co-clusters of enzymes near plasmalemmata will enhance product formation because enzyme concentrations in clusters are very high while solvent molecules and solutes diffuse through small channels. These structural changes will accelerate aerobic glycolysis. Agglomerations of pentose phosphate pathway and glutathione synthesis enzymes enhance GSH formation. As aggressive cancer lesions are incomplete at early stages, they may be unrecognizable. We have found that machine learning provides superior analyses of tissue images and may be used to identify biomarker patterns associated with recurrent and non-recurrent patients with high accuracy. This suggests a new prognostic test to predict DCIS patients who are likely to recur and those who are at low risk for recurrence. Mechanistic interpretations provide a deeper understanding of anti-cancer drug action and suggest that aggressive metastatic cancer cells are sensitive to reductive chemotherapy.
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Affiliation(s)
- Howard R Petty
- Dept. of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor, MI, United States
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Subiela JD, Rodríguez Faba Ó, Aumatell J, Calderón J, Mercadé A, Balañà J, Esquinas C, Algaba F, Breda A, Palou J. Contemporary outcomes of bladder carcinoma in situ treated with an adequate bacille Calmette-Guérin immunotherapy. BJU Int 2021; 129:542-550. [PMID: 34375494 DOI: 10.1111/bju.15567] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 07/10/2021] [Accepted: 08/03/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To assess whether bacillus Calmette-Guérin (BCG) responsiveness after initiation of an adequate BCG treatment (at least five of six instillations of induction and at least two of three instillations of maintenance) impacts oncological outcomes in patients with carcinoma in situ (CIS) of the bladder treated with BCG immunotherapy. PATIENTS AND METHODS Data were available for 193 patients with bladder CIS with or without associated cTa/cT1 disease who received an adequate BCG treatment between 2008 and 2015. Bladder biopsies were taken at 6 months and patients were then stratified as either BCG responsive (negative biopsies) or BCG unresponsive (positive biopsies). Inverse probability weighting (IPW)-adjusted Kaplan-Meier and IPW-adjusted Cox regression were performed to compare progression-free survival (PFS), radical cystectomy-free survival (RCFS), overall survival OS, and cancer-specific survival (CSS) in the two groups. RESULTS AND LIMITATIONS Comparing the BCG-responsive and BCG-unresponsive groups, IPW-adjusted Kaplan-Meier analysis revealed, respectively, a median (interquartile range) of PFS of 9 (5-15) vs 48.5 (28-77) months (P = 0.001), a RCFS of 11 (9-15) vs 49 (24-76) months (P < 0.001), and a CSS of 25 (13-60) vs 109 (78-307) months (P = 0.004). On IPW-adjusted Cox regression analysis, BCG-unresponsive patients had a worse PFS (hazard ratio [HR] 3.40, 95% confidence interval [CI] 1.59-7.27), RCFS (HR 3.52, 95% CI 1.77-7), and CSS (HR 4.42, 95% CI 1.95-10.01). We found no significant differences for OS. CONCLUSION Using an IPW method we found that lack of response after initiation of an adequate BCG treatment has prognostic implications beyond identification of complete response in patients with CIS. BCG-unresponsive patients, satisfying the novel definition of BCG unresponsive, showed a poor PFS, RCFS, and CSS. In this setting, the patients should be counselled regarding RC as a first option or enrolled in a clinical trial if they refuse RC or are unfit for surgery.
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Affiliation(s)
- José Daniel Subiela
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain.,Oncological and Functional Bladder Pathology Unit, Department of Urology, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, Madrid, Spain
| | - Óscar Rodríguez Faba
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Júlia Aumatell
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Julio Calderón
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Asier Mercadé
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Josep Balañà
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Cristina Esquinas
- Statistics Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ferran Algaba
- Department of Pathology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Alberto Breda
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Joan Palou
- Urooncology Unit, Department of Urology, Fundació Puigvert, Department of Surgery, Universitat Autònoma de Barcelona, Barcelona, Spain
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Cheung RA, Kraft AM, Petty HR. Relocation of phosphofructokinases within epithelial cells is a novel event preceding breast cancer recurrence that accurately predicts patient outcomes. Am J Physiol Cell Physiol 2021; 321:C654-C670. [PMID: 34348486 DOI: 10.1152/ajpcell.00176.2021] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Although recurrent cancers are often aggressive, little is known about the intracellular events required for cancer recurrences. Due to this lack of mechanistic information, there is no test to predict cancer recurrences or non-recurrences during early stages of disease. In this retrospective study, we use ductal carcinoma in situ (DCIS) of the breast as a framework to better understand the mechanism of cancer recurrences using patient outcomes as the physiological observable. Conventional pathology slides were labeled with anti-phosphofructokinase type L (PFKL) and anti-phosphofructokinase/fructose-2,6-bisphosphatase type 4 (PFKFB4) reagents. PFKL and PFKFB4 were found in ductal epithelial cell nucleoli from DCIS samples of women who did not experience a cancer recurrence. In contrast, PFKL and PFKFB4 may be found near the plasma membrane in samples from patients who will develop recurrent cancer. Using machine learning to predict patient outcomes, holdout studies of individual patient micrographs for the three biomarkers PFKL, PFKFB4, and phosphorylated GLUT1 demonstrated 38.6% true negatives, 49.5% true positives, 11.9% false positives and 0% false negatives (N=101). A sub-population of recurrent samples demonstrated PFKL, PFKFB4, and phosphorylated glucose transporter 1 accumulation at the apical surface of epithelial cells, suggesting that carbohydrates can be harvested from the ducts' luminal spaces as an energy source. We suggest that PFK isotype patterns are metabolic switches representing key mechanistic steps of recurrences. Furthermore, PFK enzyme patterns within epithelial cells contribute to an accurate diagnostic test to classify DCIS patients as high or low recurrence risk.
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Affiliation(s)
- Richard A Cheung
- Dept. of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Alexandra M Kraft
- Dept. of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Howard R Petty
- Dept. of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor, MI, United States
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High-risk non-muscle-invasive bladder cancer: update for a better identification and treatment. World J Urol 2012; 30:833-40. [PMID: 23070534 DOI: 10.1007/s00345-012-0967-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2012] [Accepted: 09/28/2012] [Indexed: 10/27/2022] Open
Abstract
PURPOSE Despite standard treatment with transurethral resection (TUR) and adjuvant bacillus Calmette-Guérin (BCG), many high-risk bladder cancers (HRBCs) recur and some progress. Based on a review of the literature, we aimed to establish the optimal current approach for the early diagnosis and management of HRBC. METHODS A MEDLINE® search was conducted to identify the published literature relating to early identification and treatment for non-muscle-invasive bladder cancer. Particular attention was paid to factors such as quality of TUR, importance of second TUR, substaging, and CIS. In addition, studies on urinary markers, photodynamic diagnosis, predictive clinical and molecular factors for recurrence and progression after BCG, and best management practice were analysed. RESULTS AND CONCLUSIONS Good quality of TUR and the implementation of photodynamic diagnosis in selected cases provide a more accurate diagnosis and reduce the risk of residual tumour in HRBC. Although insufficient evidence is available to warrant the use of new urinary molecular markers in isolation, their use in conjunction with cytology and cystoscopy may improve early diagnosis and follow-up. BCG plus maintenance for at least 1 year remains the standard adjuvant treatment for HRBC. Moreover, there is enough evidence to consider the implementation of new specific risk tables for patients treated with BCG. In HRBC patients with poor prognostic factors after TUR, early cystectomy should be considered.
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