ABSTRACT
Floods are common natural disasters worldwide and pose substantial risks to life, property, food production, and natural resources. Effective measures for flood mitigation and warning are essential. Southeast Texas is still at significant risk of flooding, and Lamar University is assisting the region with asset management of a flood sensor network for flooding events. This network provides real-time water stage information. Lamar University developed a survey program to measure elevation and coordinates at each sensor site location to make this data more useful for flood monitoring and mapping. This paper overviews the measurement of the elevation and coordinates of 74 networked flood sensors and various flood stage thresholds at critical points that flood decision-makers can use for reference at each site. In the first phase of this program, these sensors were deployed throughout a 7-county region spanning nearly 6,000 square miles in Southeast Texas. The latitude and longitude of the sensors and their elevations were determined using survey-grade Global Navigation Satellite System (GNSS) technology. Various Continually Operating Reference Stations (CORS) were utilized for post-processing to achieve sub-inch resolution. The flood stage thresholds, water level sensors elevation, and the elevations and positions of other critical surrounding points are viewable to the public through two online repositories and a web-based sensor management dashboard. The data is used to aid with decisions related to road closures or modeling efforts by mitigation decision-makers, emergency managers, and the public, including the Texas Department of Transportation, Houston Transtar, the National Weather Service, and the Sabine River Authority of Texas (SRA).
ABSTRACT
Elevated levels of epidermal growth factor receptor (EGFR) are predictive of increased invasion and metastasis in many human cancers. In the present study, we have shown that two distinct pathways regulate cell migration in EGFR-overexpressing invasive cells such as MDA 468 breast cancer cells: mitogen-activated protein kinase (MAPK or ERK 1 and 2) pathways play a major role in early stages to cell migration; and protein kinase C delta isoforms (PKC-delta) play a significant role in later stages of sustained cell migration. Inhibition of MAPK activity with MAP kinase kinase (MEK) inhibitor PD98059 blocks early stages of cell migration (up to 4 h); however, cells revert back to enhanced cell migration after 4 h. While inhibition of PKC-delta activity with rottlerin or dominant-negative PKC-delta expression blocks sustained cell migration after 4 h and up to 12 h, the combination of MAPK and PKC inhibitors completely blocked transforming growth factor alpha (TGF-alpha)-induced cell migration in EGFR-overexpressing breast cancer cells. However, inhibition of MAPK activity completely blocked cell migration in low EGFR-expressing non-invasive breast cancer cells such as MCF-7 cells. Forced overexpression of EGFR in MCF-7 cells (EGFR/MCF-7 cells) resulted in cell migration patterns seen in MDA 468 cells, that is, MAPK pathways play a major role in early stages to cell migration, and PKC-delta plays a major role in later stages of sustained cell migration. The above data demonstrate that EGFR-overexpressing invasive cells have the ability to compensate the loss of MAPK-mediated signaling through activation of PKC-delta signaling for cell migration, which plays a major role in invasion and metastasis. In addition, data suggest that inhibition of MAPK and PKC-delta signaling pathways should abrogate cell migration and invasion in EGFR-overexpressing human breast cancer cells.
