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1.
BMC Syst Biol ; 11(1): 1, 2017 01 06.
Article in English | MEDLINE | ID: mdl-28061857

ABSTRACT

BACKGROUND: Enteric Escherichia coli survives the highly acidic environment of the stomach through multiple acid resistance (AR) mechanisms. The most effective system, AR2, decarboxylates externally-derived glutamate to remove cytoplasmic protons and excrete GABA. The first described system, AR1, does not require an external amino acid. Its mechanism has not been determined. The regulation of the multiple AR systems and their coordination with broader cellular metabolism has not been fully explored. RESULTS: We utilized a combination of ChIP-Seq and gene expression analysis to experimentally map the regulatory interactions of four TFs: nac, ntrC, ompR, and csiR. Our data identified all previously in vivo confirmed direct interactions and revealed several others previously inferred from gene expression data. Our data demonstrate that nac and csiR directly modulate AR, and leads to a regulatory network model in which all four TFs participate in coordinating acid resistance, glutamate metabolism, and nitrogen metabolism. This model predicts a novel mechanism for AR1 by which the decarboxylation enzymes of AR2 are used with internally derived glutamate. This hypothesis makes several testable predictions that we confirmed experimentally. CONCLUSIONS: Our data suggest that the regulatory network underlying AR is complex and deeply interconnected with the regulation of GABA and glutamate metabolism, nitrogen metabolism. These connections underlie and experimentally validated model of AR1 in which the decarboxylation enzymes of AR2 are used with internally derived glutamate.


Subject(s)
Escherichia coli/physiology , Protein Interaction Mapping , Computational Biology , Escherichia coli/drug effects , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Gene Expression Profiling , Hydrogen-Ion Concentration , Phenotype
2.
Proc Natl Acad Sci U S A ; 112(46): 14325-30, 2015 Nov 17.
Article in English | MEDLINE | ID: mdl-26578779

ABSTRACT

Preoperative bevacizumab and chemotherapy may benefit a subset of breast cancer (BC) patients. To explore potential mechanisms of this benefit, we conducted a phase II study of neoadjuvant bevacizumab (single dose) followed by combined bevacizumab and adriamycin/cyclophosphamide/paclitaxel chemotherapy in HER2-negative BC. The regimen was well-tolerated and showed a higher rate of pathologic complete response (pCR) in triple-negative (TN)BC (11/21 patients or 52%, [95% confidence interval (CI): 30,74]) than in hormone receptor-positive (HR)BC [5/78 patients or 6% (95%CI: 2,14)]. Within the HRBCs, basal-like subtype was significantly associated with pCR (P = 0.007; Fisher exact test). We assessed interstitial fluid pressure (IFP) and tissue biopsies before and after bevacizumab monotherapy and circulating plasma biomarkers at baseline and before and after combination therapy. Bevacizumab alone lowered IFP, but to a smaller extent than previously observed in other tumor types. Pathologic response to therapy correlated with sVEGFR1 postbevacizumab alone in TNBC (Spearman correlation 0.610, P = 0.0033) and pretreatment microvascular density (MVD) in all patients (Spearman correlation 0.465, P = 0.0005). Moreover, increased pericyte-covered MVD, a marker of extent of vascular normalization, after bevacizumab monotherapy was associated with improved pathologic response to treatment, especially in patients with a high pretreatment MVD. These data suggest that bevacizumab prunes vessels while normalizing those remaining, and thus is beneficial only when sufficient numbers of vessels are initially present. This study implicates pretreatment MVD as a potential predictive biomarker of response to bevacizumab in BC and suggests that new therapies are needed to normalize vessels without pruning.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Bevacizumab/administration & dosage , Biomarkers, Tumor/metabolism , Breast Neoplasms/drug therapy , Neovascularization, Pathologic/drug therapy , Adult , Aged , Breast Neoplasms/blood supply , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Female , Humans , Middle Aged , Neoadjuvant Therapy , Neovascularization, Pathologic/metabolism , Neovascularization, Pathologic/pathology
3.
Nat Commun ; 4: 2516, 2013.
Article in English | MEDLINE | ID: mdl-24084631

ABSTRACT

Cancer and stromal cells actively exert physical forces (solid stress) to compress tumour blood vessels, thus reducing vascular perfusion. Tumour interstitial matrix also contributes to solid stress, with hyaluronan implicated as the primary matrix molecule responsible for vessel compression because of its swelling behaviour. Here we show, unexpectedly, that hyaluronan compresses vessels only in collagen-rich tumours, suggesting that collagen and hyaluronan together are critical targets for decompressing tumour vessels. We demonstrate that the angiotensin inhibitor losartan reduces stromal collagen and hyaluronan production, associated with decreased expression of profibrotic signals TGF-ß1, CCN2 and ET-1, downstream of angiotensin-II-receptor-1 inhibition. Consequently, losartan reduces solid stress in tumours resulting in increased vascular perfusion. Through this physical mechanism, losartan improves drug and oxygen delivery to tumours, thereby potentiating chemotherapy and reducing hypoxia in breast and pancreatic cancer models. Thus, angiotensin inhibitors -inexpensive drugs with decades of safe use - could be rapidly repurposed as cancer therapeutics.


Subject(s)
Angiotensin II Type 1 Receptor Blockers/pharmacology , Angiotensins/antagonists & inhibitors , Antineoplastic Agents/pharmacology , Losartan/pharmacology , Mammary Neoplasms, Experimental/drug therapy , Pancreatic Neoplasms/drug therapy , Angiotensins/metabolism , Animals , Cell Hypoxia , Collagen/metabolism , Connective Tissue Growth Factor/genetics , Connective Tissue Growth Factor/metabolism , Drug Repositioning , Drug Synergism , Endothelin-1/genetics , Endothelin-1/metabolism , Female , Fluorouracil/pharmacology , Gene Expression Regulation, Neoplastic , Humans , Hyaluronic Acid/metabolism , Mammary Neoplasms, Experimental/blood supply , Mammary Neoplasms, Experimental/pathology , Mechanotransduction, Cellular , Mice , Pancreatic Neoplasms/blood supply , Pancreatic Neoplasms/pathology , Receptor, Angiotensin, Type 1/genetics , Receptor, Angiotensin, Type 1/metabolism , Stress, Mechanical , Stromal Cells/drug effects , Stromal Cells/metabolism , Stromal Cells/pathology , Transforming Growth Factor beta1/genetics , Transforming Growth Factor beta1/metabolism , Pancreatic Neoplasms
4.
Cancer Res ; 73(13): 3833-41, 2013 Jul 01.
Article in English | MEDLINE | ID: mdl-23633490

ABSTRACT

The stress harbored by the solid phase of tumors is known as solid stress. Solid stress can be either applied externally by the surrounding normal tissue or induced by the tumor itself due to its growth. Fluid pressure is the isotropic stress exerted by the fluid phase. We recently showed that growth-induced solid stress is on the order of 1.3 to 13.0 kPa (10-100 mmHg)--high enough to cause compression of fragile blood vessels, resulting in poor perfusion and hypoxia. However, the evolution of growth-induced stress with tumor progression and its effect on cancer cell proliferation in vivo is not understood. To this end, we developed a mathematical model for tumor growth that takes into account all three types of stresses: growth-induced stress, externally applied stress, and fluid pressure. First, we conducted in vivo experiments and found that growth-induced stress is related to tumor volume through a biexponential relationship. Then, we incorporated this information into our mathematical model and showed that due to the evolution of growth-induced stress, total solid stress levels are higher in the tumor interior and lower in the periphery. Elevated compressive solid stress in the interior of the tumor is sufficient to cause the collapse of blood vessels and results in a lower growth rate of cancer cells compared with the periphery, independently from that caused by the lack of nutrients due to vessel collapse. Furthermore, solid stress in the periphery of the tumor causes blood vessels in the surrounding normal tissue to deform to elliptical shapes. We present histologic sections of human cancers that show such vessel deformations. Finally, we found that fluid pressure increases with tumor growth due to increased vascular permeability and lymphatic impairment, and is governed by the microvascular pressure. Crucially, fluid pressure does not cause vessel compression of tumor vessels.


Subject(s)
Extracellular Fluid/physiology , Models, Biological , Neoplasms/pathology , Stress, Physiological , Algorithms , Animals , Cell Line, Tumor , Cell Proliferation , Disease Progression , Humans , Hydrostatic Pressure , Male , Mice , Mice, SCID , Neoplasm Transplantation , Neoplasms/blood supply , Neoplasms/physiopathology , Tumor Burden
5.
Proc Natl Acad Sci U S A ; 109(38): 15101-8, 2012 Sep 18.
Article in English | MEDLINE | ID: mdl-22932871

ABSTRACT

The presence of growth-induced solid stresses in tumors has been suspected for some time, but these stresses were largely estimated using mathematical models. Solid stresses can deform the surrounding tissues and compress intratumoral lymphatic and blood vessels. Compression of lymphatic vessels elevates interstitial fluid pressure, whereas compression of blood vessels reduces blood flow. Reduced blood flow, in turn, leads to hypoxia, which promotes tumor progression, immunosuppression, inflammation, invasion, and metastasis and lowers the efficacy of chemo-, radio-, and immunotherapies. Thus, strategies designed to alleviate solid stress have the potential to improve cancer treatment. However, a lack of methods for measuring solid stress has hindered the development of solid stress-alleviating drugs. Here, we present a simple technique to estimate the growth-induced solid stress accumulated within animal and human tumors, and we show that this stress can be reduced by depleting cancer cells, fibroblasts, collagen, and/or hyaluronan, resulting in improved tumor perfusion. Furthermore, we show that therapeutic depletion of carcinoma-associated fibroblasts with an inhibitor of the sonic hedgehog pathway reduces solid stress, decompresses blood and lymphatic vessels, and increases perfusion. In addition to providing insights into the mechanopathology of tumors, our approach can serve as a rapid screen for stress-reducing and perfusion-enhancing drugs.


Subject(s)
Adenocarcinoma/pathology , Pancreatic Ducts/pathology , Pancreatic Neoplasms/pathology , Animals , Blood Vessels/pathology , Collagen/chemistry , Female , Fibroblasts/pathology , Humans , Hyaluronic Acid/chemistry , Hypoxia , Immunotherapy/methods , Mice , Mice, SCID , Models, Theoretical , Neoplasm Transplantation , Neoplasms/pathology , Stress, Mechanical , Stromal Cells/cytology
6.
Biomaterials ; 32(7): 1856-64, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21144580

ABSTRACT

Multi-layered poly(glycerol-sebacate) (PGS) scaffolds with controlled pore microarchitectures were fabricated, combined with heart cells, and cultured with perfusion to engineer contractile cardiac muscle constructs. First, one-layered (1L) scaffolds with accordion-like honeycomb shaped pores and elastomeric mechanical properties were fabricated by laser microablation of PGS membranes. Second, two-layered (2L) scaffolds with fully interconnected three dimensional pore networks were fabricated by oxygen plasma treatment of 1L scaffolds followed by stacking with off-set laminae to produce a tightly bonded composite. Third, heart cells were cultured on scaffolds with or without interstitial perfusion for 7 days. The laser-microablated PGS scaffolds exhibited ultimate tensile strength and strain-to-failure higher than normal adult rat left ventricular myocardium, and effective stiffnesses ranging from 220 to 290 kPa. The 7-day constructs contracted in response to electrical field stimulation. Excitation thresholds were unaffected by scaffold scale up from 1L to 2L. The 2L constructs exhibited reduced apoptosis, increased expression of connexin-43 (Cx-43) and matrix metalloprotease-2 (MMP-2) genes, and increased Cx-43 and cardiac troponin-I proteins when cultured with perfusion as compared to static controls. Together, these findings suggest that multi-layered, microfabricated PGS scaffolds may be applicable to myocardial repair applications requiring mechanical support, cell delivery and active implant contractility.


Subject(s)
Myocardium/cytology , Tissue Scaffolds/chemistry , Animals , Animals, Newborn , Cells, Cultured , Electrophysiology , Materials Testing , Microscopy, Electron, Scanning , Myocardial Contraction/physiology , Myocardium/metabolism , Myocardium/ultrastructure , Polymerase Chain Reaction , Rats , Tissue Engineering/methods
7.
Macromol Biosci ; 10(11): 1330-7, 2010 Nov 10.
Article in English | MEDLINE | ID: mdl-20718054

ABSTRACT

Polymer scaffolds that direct elongation and orientation of cultured cells can enable tissue engineered muscle to act as a mechanically functional unit. We combined micromolding and microablation technologies to create muscle tissue engineering scaffolds from the biodegradable elastomer poly(glycerol sebacate). These scaffolds exhibited well defined surface patterns and pores and robust elastomeric tensile mechanical properties. Cultured C2C12 muscle cells penetrated the pores to form spatially controlled engineered tissues. Scanning electron and confocal microscopy revealed muscle cell orientation in a preferential direction, parallel to micromolded gratings and long axes of microablated anisotropic pores, with significant individual and interactive effects of gratings and pore design.


Subject(s)
Elastomers/chemical synthesis , Microtechnology/methods , Myocardium/cytology , Tissue Engineering/methods , Tissue Scaffolds/chemistry , Animals , Cell Line , Cell Shape , Decanoates/chemical synthesis , Decanoates/chemistry , Elastic Modulus , Elastomers/chemistry , Glycerol/analogs & derivatives , Glycerol/chemical synthesis , Glycerol/chemistry , Membranes, Artificial , Mice , Microscopy, Confocal , Microscopy, Electron, Scanning , Myoblasts/cytology , Polymers/chemical synthesis , Polymers/chemistry , Tensile Strength
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