Research
Initiatives
Systems Biology
Nanobiotech
Ecosystem
Response
|
Current
Research Highlights
Aternative
Energy
The
biorefinery: a new vision for an integrated bioenergy future
 |
| The
biorefinery concept replaces petroleum with biomass and minimizes
waste. |
Advances in genetics, biotechnology, process chemistry, and engineering
are leading to a new manufacturing concept for converting renewable
biomass to valuable fuels and products, generally referred to
as “the biorefinery.” The integration of crops as
a source of raw material and energy with biorefinery manufacturing
technologies offers the potential for the development of materials
and sustainable power that will lead to a new manufacturing paradigm.
In an integrated biorefinery, high-value chemicals (e.g.,
fragrances, flavorings) would be extracted first. Then the
plant polysaccharides and lignin would be processed into
“value-added” chemicals, building blocks for synthetic
products and fuels. The residue from that process may
undergo further processing (e.g., to produce syngas), the
objective being to reduce the amount of intractable waste
at the end of the process. The development of integrated biorefineries
would also influence research in plant science
and genetics, both to increase yield and to produce a more
easily processed feedstock.
A summary of information about the future of biorefineries,
which appeared in a review article in Science, represents
a consensus from a joint workshop in April 2005 involving
the Georgia Institute of Technology, Imperial College of
London, and ORNL. Among the authors are Brian Davison
and Jonathan Mielenz (Biosciences Division) and Timothy
Tschaplinski (Environmental Sciences Division).The authors
cite a number of available, environmentally friendly chemical
processes that could be used in a biorefinery as well as
the challenges that remain to bring the concept into practice.
They also note that the first generation of biorefineries is
already appearing.
A. J. Ragauskas, C. K. Williams, B. H. Davison, G. Britovsek,
J. Cairney,
C. A. Eckert, J. Frederick, J. P. Hallett, D. Leak, C. L. Liotta,
J. R. Mielenz,
R. Murphy, R. Templer, and T. Tschaplinski. “The path forward
for biofuels
and biomaterials,” Science 311 (5760): 484–89 (2006).
Outlook for
cellulase improvement: screening and selection strategies
Scheme
of directed protein evolution. |
Cellulose is the most abundant renewable natural resource,
and the production of biobased products and bioenergy
from less costly renewable lignocellulose is important for
sustainable development. A reduction in the production
costs of cellulase enzymes, improvements in their performance,
and an increase in sugar yields are all vital to reducing the
processing costs of biorefineries. Improvements
in specific cellulase activities for noncomplexed cellulase mixtures
can be implemented through cellulase engineering based on either
directed evolution or rational design for each cellulase component
enzyme and on the reconstitution
of cellulase components.
Jonathan
Mielenz, of the Biosciences Division, is co-author
of an article in Biotechnology Advances in which the advantages
and limitations of quantitative cellulase activity assays
using soluble and insoluble substrates are reviewed. In the
article, the authors hypothesize that continuous culture
using insoluble cellulosic substrates could be a powerful
tool for selection of beneficial cellulase mutants from the
large library displayed on the cell surface. The past success
of rational design campaigns for improving properties of
enzymes has been notable, but the results have been costly
and slow in coming. In contrast, directed evolution is sufficiently
robust that improved biocatalysts can be obtained
independently of knowledge of the protein structure and
the interaction between enzymes and substrate. The authors
conclude that the employment of continuous culture with
insoluble cellulosic substrates as the sole carbon source
could be a powerful tool to select higher-activity cellulase
mutants that are displayed on the cell surface.
Y.-H.
P. Zhang, M. E. Himmel, and J. R. Mielenz. “Outlook for
cellulase
improvement: Screening and selection strategies,” Biotechnology
Advances
24: 452–81 (2006).
Hydropower
without dams: the potential for hydrokinetic and wave energy technologies
Submerged
hydromechanical power generators. |
Compared with conventional hydropower facilities
(which typically require the construction of dams, powerhouses,
and reservoirs), new hydromechanical devices can capture the energy
associated with river currents and ocean waves and convert it
to electricity with minimal environmental impacts. Submerged free-flow
turbines are expected to have a much smaller impact than conventional
turbines on the survival and migration of fish, aquatic and terrestrial
habitats, water quality, sediment transport, and visual aesthetic
qualities. These new devices have not been well studied, but much
information obtained from studies of conventional turbines can
be applied. Adding to the uncertainty, there is a fundamental
concern about extrapolating the environmental effects from single
units to energy farms composed of dozens or hundreds of hydrokinetic
turbines.
DOE recently sponsored a workshop that brought
experts together to discuss the characteristics of hydrokinetic
and wave energy technologies, the appropriate environments for
turbine deployment, environmental concerns associated with deployment,
and needed research and mitigation. Among the participants were
Glenn Cada and Mike Sale of the Environmental Sciences Division.
Guidance was published on how to deal with these concerns to help
developers and regulators understand the environmental issues
surrounding the new technologies. With support from State Partnership
Program funding, ORNL researchers also provided technical assistance
to the New York State Energy Research and Development Agency and
to the developer of a submerged, free-flow turbine array in New
York’s East River on methods to evaluate the potential for
injury to fish and other aquatic animals.
DOE Office of Energy Efficiency and Renewable
Energy Wind and Hydropower Technologies Program. Proceedings of
the Hydrokinetic and Wave Energy Technologies Technical and Environmental
Issues Workshop, Washington, D.C., October 26–28, 2005.
C. C. Coutant and G. F. Cada. “What’s
the future of instream hydro?” Hydro Review XXIV (6): 42–49
(2005).
Rhodopseudomonas
palustris proteome studied
Core
metabolic states of R. palustris studied. Top:
basic anaerobic state for growth in light without oxygen.
Bottom: basic aerobic state for growth in the dark with
oxygen present. (Adapted from Larimer et al. Nat. Biotechnol.
22, 55–60, 2004.) |
Rhodopseudomonas palustris is a versatile, widely distributed
bacterium whose genome has recently been completed and annotated.
Among bacteria, R. palustris is exceptional in its metabolic
versatility. It can obtain energy from both light and organic
compounds, it can grow aerobically or anaerobically, and it can
degrade structurally diverse compounds under both aerobic and
anaerobic conditions. R. palustris also produces hydrogen
gas as a by-product of nitrogen fixation, making it a potential
biofuel producer, and it has the potential to act as a greenhouse
gas sink by converting carbon dioxide into cell mass. Because
most of its metabolic states can easily be attained in laboratory
settings, R. palustris is an ideal model for the study of diverse
metabolic modes and their control within a single organism.
A research team including research staff in the Chemical Sciences
and Biosciences divisions is experimenting with R. palustris
with the long-term goal of obtaining a comprehensive understanding
of its diverse metabolic states. As a starting point, the team
set out to determine the baseline proteome of a wild-type strain
of R. palustris under phototrophic and chemotrophic growth
conditions. From the resulting dataset, a variety of biological
studies can be performed to understand the microbe’s life
processes and metabolic diversity. The team has created the ORNL
Rhodopseudomonas palustris Proteome Study Website (http://compbio.ornl.gov/rpal_proteome),
a much-needed open-access repository for R. palustris
data, and plan to make it a powerful and user-friendly site. It
is expected to be one of the largest ongoing public resources
to date, one that will provide truly open access to proteome results.
N. C. VerBerkmoes, M. B. Shah, P. K. Lankford, D. A. Pelletier,
M. B. Strader, D. L. Tabb, W. H. McDonald, J. W. Barton, G. B.
Hurst, L. Hauser, B. H. Davison, J. T. Beatty, C. S. Harwood,
F. R. Tabita, R. L. Hettich, and F. W. Larimer. “Determination
and comparison of the baseline proteomes of the versatile microbe
Rhodopseudomonas palustris under its major metabolic
states,” Journal of Proteome Research 5 (2): 287–98
(2006).
Earth
Science
Field-scale
biostimulation study for remediation of uranium-contaminated groundwater
Near-source
groundwater processing equipment for the biostimulation
project. |
A team of researchers that included members of the Environmental
Sciences and Biosciences divisions conducted a
“biostimulation” study at the Environmental Remediation
Sciences
Program Field Research Center on the Oak Ridge Reservation.
The research was motivated by the likelihood that
metal- and sulfate-reducing bacteria could be stimulated in
the subsurface to enhance the reduction of redox-sensitive
metals and radionuclides, thereby immobilizing them in situ.
An aboveground processing facility was used
for the removal of high concentrations of
nitrate, metals, and perchloroethylene.
The team was able to achieve the “maximum
contaminant limit” determined by the U.S.
Environmental Protection Agency for uranium
in drinking water (< 0.03 mg/L) in situ
in the highly contaminated uranium- and
nitrate-rich system by stimulating subsurface
microorganisms. Both field and laboratory
investigations confirmed that metal-reducing
Geobacter spp. and sulfate-reducing Desulfovibrio
spp. were stimulated by additions
of ethanol (an electron donor) and that they
were most likely significant contributors to
the reduction of dissolved uranium. The team
found that the prescribed groundwater uranium concentrations
could be maintained and that solid-phase uranium
remains stable under anaerobic conditions for 1 to 2 years.
The research will have a significant impact on the Oak Ridge
Reservation Groundwater Strategy (DOE/OR/01-2069&D2),
which describes a watershed-based strategy for making
decisions about groundwater remediation on the Oak Ridge
Reservation.
W. M. Wu, J. Carley, S. Caroll, O. Cirpka, M. W. Fields, M. Fienen,
M. E. Gentile, T. Gentry, M. A. Ginder-Vogel, R. F. Hickey, B.
Gu, J. Luo, T. L. Mehlhorn, J. Nyman, H. Yan, D. B. Watson, J. Zhou,
S. E. Fendorf, P. Kitanidis, P. M. Jardine, and C. S. Criddle.
“Pilot-scale in situ bioremediation of uranium in a highly
contaminated aquifer II: Reduction of U(VI) and geochemical control
of U(VI) bioavailability,” Environmental Science and Technology
40 (12): 3986–95 (2006).
Passive samplers
for chromatographic analyses of gases in groundwater reveal high
concentrations of hydrogen

Data from monitoring wells surrounding four former
radiological wastewater disposal ponds at the Y-12 plant
in Oak Ridge, Tennessee. |

Syringe/tubing
dissolved gas sampler. |
Brian Spalding
and David Watson, in the Environmental Sciences Division, adapted
a simple in situ passive dissolved-gas groundwater sampler (a
short length of silicone tubing attached to a syringe) for in
situ collection of equilibrium gas samples. After spending several
days immersed in groundwater, the device is retrieved, and the
sample can be injected from the device directly into a gas chromatograph.
Thus it enables a simpler field-collection and sample-handling
process than the commonly used “bubble stripping”
method for H2 analyses.
The
researchers modified a gas chromatograph by sequencing a thermal
conductivity detector followed by a reductive gas detector so
that linear calibration of H2 over the range 0.2 through
200,000 ppmv was attained for a 0.5-mL gas sample. Inclusion of
the thermal conductivity detector allowed the simultaneous quantification
of other fixed gases (H2, CO2, He, and Ne)
to which the reductive gas detector was not responsive. Uptake
kinetics for H2 and He indicated that the passive sampler
reached equilibrium within 12 h of immersion in water. Field testing
of these passive samplers revealed unusually large equilibrium
gas-phase H2 concentrations in groundwater, ranging
from 0.1 to 13.9% by volume, in 11 monitoring wells surrounding
4 former radiological wastewater disposal ponds at the Y-12 plant
in Oak Ridge, Tennessee.
B. P. Spalding
and D. B. Watson. “Measurement of dissolved H2,
O2, and CO2 in groundwater using passive
samplers for gas chromatographic analyses,” Environmental
Science and Technology. Published on the Web: doi 10.1021/es0613310
(2006).
PELCAPs: Permeable
environmental leaching capsules for in situ evaluation of contaminant
immobilization in soil
|
|
PELCAPs. The volume
of each is about 5 cm3.
|
Brian Spalding and David Watson, in the Environmental
Sciences Division, have devised a generic, nondestructive
technique for determining the persistence of contaminants
immobilized on soils and sediments. It offers the capability
to conveniently and cost-effectively test large numbers of
soils and soil treatments for contaminant release and uptake
under actual field environmental conditions.
The two researchers fabricated “permeable environmental
leaching capsules” (PELCAPs) by casting a polyacrylamide
matrix into small (~ 5 cm3), water-permeable cylinders that
contain radioisotope-spiked soil. As a proof of principle,
they used soils labeled with either 85Sr or 134Cs and leached
the PELCAPs in both laboratory tests and in situ by continuously
exposing them to groundwater and stream water at
two field sites on the Oak Ridge Reservation.
Groups of PELCAPs were retrieved, assayed nondestructively
for radioisotopes, and then reinstalled repeatedly over a
6-month period. PELCAPs that contained no soil readily
leached both 85Sr and 134Cs into laboratory extractants, the
groundwater, and the surface water. PELCAPs containing
thermally treated soil retained both of the isotopes in
laboratory sequential extractions as well as in field tests.
PELCAPs containing untreated soil readily leached more
than 90% of 85Sr but less than 1% of 134Cs at both field
sites. Soils were retained in the PELCAPs and maintained
their cation-exchange capacities during the exposure period.
B. P. Spalding and S. C. Brooks. “Permeable environmental
leaching
capsules (PELCAPs) for in situ evaluation of contaminant immobilization
in
soil,” Environmental Science and Technology 39: 8912–18
(2005).
Vadose zone
flow and transport of carbon in humid regimes
 |
| A
pedon used in the study of dissolved organic carbon in the
subsoil. |
Efforts to enhance terrestrial organic carbon sequestration
have traditionally focused on aboveground biomass and
surface soils. An unexplored potential exists in thick lower
horizons of widespread, mature soils, and a multiple-scale
approach may be necessary to assess the propensity of deep
subsoils to sequester organic carbon in situ. A research team
that included staff from the Environmental Sciences Division
studied the fate and transport of dissolved organic carbon
within a highly weathered soil, involving spatial scales from
the laboratory to the landscape.
The team’s objectives were to interpret processes observed
at
various scales and to provide an improved understanding of
the mechanisms that control the mobility and sequestration
of dissolved organic carbon in deep subsoils within humid
climatic regimes. Their multiple-scale approach involved
laboratory batch and soil columns (0.2 × 1.0 m), an in situ
pedon (2 × 2 × 3 m), a well-instrumented subsurface
facility
on a subwatershed (0.47 ha), and ephemeral and perennial
stream discharge at the landscape scale (38.4 ha).
The laboratory-scale experiments confirmed that the lower
soil horizons tend to accumulate dissolved organic carbon
but that preferential fracture flow tends to limit sequestration.
Intermediate-scale experiments demonstrated the beneficial
effects of carbon diffusion into soil micropores. Field- and
landscape-scale studies demonstrated the coupled hydrological,
geochemical, and microbiological mechanisms that
limit the sequestration of dissolved organic carbon and their
sensitivity to local environmental conditions.
P. M. Jardine, M. A. Mayes, J. R. Tarver, P. J. Hanson, P. J.
Mulholland,
G. V. Wilson, and J. F. McCarthy. “Exploring vadose zone
flow and transport
of dissolved organic carbon at multiple scales in humid regimes,
” Vadose Zone Journal 5: 140–52 (2005).
Carbon
Cycling and Climate Change
Research in
military aircraft emissions
|
|
The research team at Barksdale Air Force Base.
|
Most of the aircraft fuel used by the U.S. Air Force is
consumed in high-payload aircraft such as cargo planes
(C130Hs) and bombers (B-52s), which are expected to be
heavily used into the middle of the twenty-first century,
for example, for fighting wars and for humanitarian aid
missions. The fixed-wing aircraft can produce significant
amounts of gaseous and particulate emissions that are
deposited directly into the atmosphere, contributing to
changes on both local and global scales in air composition,
air quality, radiation balance, and possibly the life cycle of
clouds. However, the fate and transport of the gases and
ultrafine particulates that are the dominant species in the
aircraft exhaust are not well understood at present because
current methods are not suitable for measuring them.
An ongoing project led by ORNL and involving the Wright-
Patterson Air Force Research Laboratory, the U.S. Environmental
Protection Agency, and industrial partners sought
a reliable means for quantifying exhaust emissions from
military aircraft. Observations from the field measurements
of a C130H cargo plane in 2005 revealed that the particulate
matter was dominated by soot and sulfate. The researchers
also determined that for reactive aerosol chemistry and
turbulent flow mixing in the exhaust plume, far-field measurements
(15 m behind the exhaust) would not provide
information that would enable direct identification and quantification
of individual aircraft
emissions. Extractive sampling by
using a nitrogen-gas-driven dilution
probe effectively quenches aerosol
growth at the probe tip, yielding a reliable
means for quantitative determination
of aircraft emissions at present.
Infrared visualization and on-line
chemical measurements (by remote
sensing and extractive methods) of the
exhaust plume from a B-52 aircraft
reveal complex turbulent reactive
flow patterns as a function of engine power settings. The
data are helping scientists improve their understanding of
chemical transformation of the emitted materials and design
better measurement strategies for future emissions science
research.
M.-D. Cheng. The FY 2006 Annual Report on Characterization of
B-52
Aircraft Engine Emissions for SERDP, in review (2006).
M.-D. Cheng, E. Corporan, M. DeWitt, C. Spicer, M. Holdren, K.
Cowen,
B. Harris, R. Shores, R. Hashmonay, R. Kaganan, J. M. Storey,
and J. E.
Parks II. “Probing emissions of military cargo aircraft:
description of a Joint
Field Measurement Program,” Journal of the Air and Waste
Management
Association, submitted (August 2006).
Clouds and
surface solar radiation trends studied in China
 |
|
Decadal trends in cloud amount (upper) and radiation
(lower) over China, 1954–2001. Statistical significance
at the 95% level is shown by filled circles in the upper
plot, and by rings around the dots in the lower plot. |
Chinese climate records obtained through a bilateral research
agreement between the U.S. DOE and the China Meteorological
Administration reveal that much of China has
experienced significant decreases in cloud cover over the
last half of the twentieth century. This conclusion is supported
by analysis of the observed frequency of cloud-free and
overcast skies. From 1954 to 2001, total cloud cover and
low cloud cover over China have decreased by 0.88% and
0.33% per decade, respectively, while cloud-free days have
increased by 0.60% per decade,
and overcast days have decreased
by 0.78% per decade. Records
of cloud amount are especially
important in understanding climate
change; it would be expected
that the decreasing cloud amount
would increase surface radiation;
however, the opposite was found over most of China. Both solar
radiation and pan evaporation
(which gives an indication of the combined effects
of temperature, humidity, solar radiation, and wind) have
decreased over most of China. Annual mean solar radiation
has decreased by 3.1 W/m2 per decade, and annual mean
pan evaporation has decreased by 39 mm per decade.
Combining these results with findings of previous studies,
the researchers postulate that an increasing human-made
aerosol burden (mainly SO2) has produced a fog-like haze
over much of China and that the haze has increasingly reflected
and absorbed solar radiation and thus has resulted in
less solar radiation reaching the surface, despite concurrent
decreasing trends in cloud amount and increasing trends in
cloud-free sky.
Y. Qian, D. P. Kaiser, L. R. Leung, and M. Xu. “More frequent
cloud-free sky
and less surface solar radiation in China from 1955–2000,”
Geophysical
Research Letters 33: L01812 (2006).
Carbon isotope
ratios in forest soil depth
profiles related to turnover times
 |
|
Recent research has identified possible relationships
between 13C enrichment factors and labile soil carbon inventories
(upper) and soil carbon turnover times (lower) in forest
ecosystems along a climate gradient in the southern Appalachian
Mountains. |
It is well known that forest soils exhibit a natural increase
in
the abundance of 13C with soil depth, but the mechanisms
causing changes in the isotopic composition of carbon
through the soil profile are unclear. Some researchers have
speculated that the changes are related to carbon turnover
times. A better understanding
of soil carbon
turnover is fundamental
to terrestrial carbon-sequestration
strategies for
mitigating future increases
in atmospheric CO2.
Recent research by Charles
Garten and Paul Hanson in
the Environmental Sciences
Division has produced estimates
of forest soil carbon
turnover times and has demonstrated
their association
with 13C enrichment factors
(a measure of change in
carbon isotope composition with soil depth). This research
represents the first empirical confirmation of an inferred link
between soil 13C enrichment factors and soil carbon dynamics
and relates the values to environmental variables and
major soil carbon pools. This new work shows that environmental
factors, soil carbon partitioning, and vertical changes
in 13C:12C soil ratios are interrelated and that measurements
of carbon isotope ratios are a potential indicator of carbon
dynamics in undisturbed forest soils.
C. T. Garten, Jr., and P. J. Hanson. “Measured forest
soil C stocks and estimated turnover times along an elevation
gradient,” Geoderma (2006), doi:10.1016/j.geoderma.2006.03.049.
C. T, Garten, Jr. “Relationships among forest soil C isotopic
composition,
partitioning, and turnover times,” Canadian Journal of Forest
Research 36:
2157–67 (2006).
Responses
of energy use to climate change
 |
|
The study
concluded that in the high-temperature scenario, the use
of air conditioning would more than offset the energy savings
realized by reduced heating. |
Observed increases in the concentrations of atmospheric
CO2 are expected to continue, leading to continued increases
in near-surface air temperatures. As temperatures
change, so too will the amount of energy required for
heating and cooling buildings, with fossil fuel emissions
increasing as a result. A team of researchers led by Stan
Hadley (Engineering Science and Technology Division)
and David Erickson (Computer Science and Mathematics
Division) melded the results of detailed climate and energy
economics models and ran simulations for the United States
for the years 2000 through 2025. “Business-as-usual”
climate
model simulations for the period were used to drive a
detailed numerical economics model based on a low-temperature
(1.2°C) and a high-temperature (3.4°C) response to
CO2 doubling.
The researchers found that energy for heating in the low temperature-
change scenario was relatively consistent in the
end years of the simulation but that it continued to decline
in the high-temperature-change scenario, making projected
net energy use in the high-temperature case slightly lower
than in the low-temperature case by 2025. In northern regions,
the net energy requirements would be lower because
the climate would be warmer, but southern and western regions
of the United States would experience increases in
energy use as air-conditioning needs increased with rising
temperatures. As a whole, increases in carbon emissions
from higher air-conditioning needs would more than offset
decreases in carbon emissions from reduced heating needs.
S. Hadley, D. J. Erickson III, J. Hernandez, C. Broniak and T.
J. Blasing.
“Responses of energy use to climate change: A climate modeling
study,”
Geophysical Research Letters 33 (17): L17703 (2006).
Forest productivity
increases in a CO2-enriched
atmosphere
 |
| The
relationship between the current net primary productivity
(NPPc, 376 ppm) and the elevated NPP (NPPe, 550 ppm) proved
to be remarkably consistent with a median increase of 23%. |
Climate change
predictions from models are highly dependent on assumptions about
feedback between the biosphere and the atmosphere. One critical
feedback occurs if carbon uptake by the biosphere, its net primary
productivity (NPP), increases in response to the fossil-fuel-driven
increase in atmospheric CO2, thereby slowing the rate
of increase in atmospheric CO2.
A research
team led by R. J. Norby (Environmental Sciences Division) analyzed
the response of NPP to elevated CO2 (~550 ppm) in four free-air
CO2 enrichment (FACE) experiments in forest stands. The research
showed that the response of forest NPP to elevated CO2 is consistent
across a broad range of productivity, with a stimulation at the
median of 23 ±2%. The surprising consistency of response
across diverse FACE sites provides a benchmark to evaluate predictions
of ecosystem and global models and allows researchers to focus
(1) on unresolved questions about carbon partitioning and retention
and (2) on spatial variation in NPP response caused by the availability
of other growth-limiting resources.
R. J. Norby,
E. H. DeLucia, B. Gielen, C. Calfapietra, C. P. Giardina, J. S.
King, J. Ledford, H. R. McCarthy, D. J. P. Moore, R. Ceulemans,
P. De Angelis, A. C. Finzi, D. F. Karnosky, M. E. Kubiske, M.
Lukac, K. S. Pregitzer, G. E. Scarascia-Mugnozza, W. H. Schlesinger,
and R. Oren. “Forest response to elevated CO2 is conserved
across a broad range of productivity,” Proceedings of the
National Academy of Sciences 102: 18052–56 (2005).
Ecosystem
models may help forecast coastal forest recovery following hurricanes
 |
| Sustainable
ecosystem recovery after forest thinning is illustrated
by line “A” and unsustainable recovery after
clear-cutting is illustrated by line “B.” (AGWB:
predicted tree wood biomass, SOILN:soil nitrogen, SOC: soil
carbon, and PEN: potential excess soil
nitrogen under different regimes of prescribed burning.) |
Hurricanes can have widespread impacts on upland forest resources
of coastal regions in the southeastern United States, leaving
forest stands in need of restoration or rehabilitation. However,
little is currently known about how soil
quality affects the potential for post-disturbance forest recovery
and how various post-disturbance management practices affect the
sustainability of recovering ecosystems on sandy, nutrient-poor
soils.
Recent research on military installations by Charles Garten
and Tom Ashwood, researchers in the Environmental Sciences
Division, has addressed ways of forecasting soil quality
thresholds to ecosystem recovery following disturbance
and of predicting the effect that common land management
practices (e.g., prescribed burning and tree harvesting) have
on forest sustainability. The research results from field studies
and a model-based analysis suggest that measurements
of soil carbon and nitrogen can be used to define thresholds
to ecosystem recovery and that nutrient limitation can be a
key constraint on the recovery and sustainability of desired
future ecosystem conditions following forest disturbance on
the southeastern coastal plain.
C. T. Garten, Jr., and T. L. Ashwood. “Modeling soil quality
thresholds to
ecosystem recovery at Fort Benning, GA, USA,” Ecological
Engineering 23:
351–69 (2004).
C. T. Garten, Jr. “Predicted effects of prescribed burning
and harvesting on forest recovery and sustainability in southwest Georgia, USA,”
Journal of Environmental Management 81 (4): 323–32 (2006).
Make better
predictions to manage systems under changing climatic regimes
 |
|
A
piñon infested with scale insect (2 years of needles;
one infected, the other new growth). |
Climatic change assessments and models tend to focus on
how large-scale alterations in climate may alter vegetation.
However, a major challenge in dealing with the effects of
climatic change now and in the future comes in trying to
predict the secondary and cascading effects in ecosystems.
Vegetation responds to changes in climate, but it also creates
distinct microclimate patterns; ecosystem processes are
affected by both the general climate and these microclimate
patterns.
Insects impact millions of hectares of U.S. forest annually at
a cost of over two billion dollars, and their effect is expected
to increase with climatic warming. Predicted increases in
insect outbreaks can cause rapid changes in vegetation with
concomitant changes in microclimate. Understanding how
herbivores indirectly alter the soil microclimate will enable
scientists to make better predictions about how to manage
systems under changing climatic regimes. As reported in
Soils Science Society of America Journal, a research team at
Northern Arizona University led by Aimee Classen (Environmental
Sciences Division) used an herbivore removal experiment
to test the hypothesis that herbivore alteration of plant
architecture impacts soil microclimate. They found that
herbivores have major impacts on soil microclimate, impacts
sufficient to drive changes in ecosystem processes and
similar to predicted climatic-change scenarios over the next
century. Herbivory reduced precipitation interception by
51% and increased soil moisture by 35% and soil temperature
by 29%. These results suggest that herbivores can have
large impacts on microclimate and should be considered
when making predictions on how to manage ecosystems.
A. T. Classen, S. C. Hart, T. G. Whitham, N. S. Cobb, and G. W.
Koch. “Insect
infestations linked to shifts in microclimate: important climate
change
implications,” Soil Science Society of America Journal 69:
2049–57 (2005).
S. Hadley, D. J. Erickson III, J. Hernandez, C. Broniak and T.
J. Blasing. “Responses of energy use to climate change:
A climate modeling study,” Geophysical Research Letters
33 (17): L17703 (2006).
Estimating
the impact of recent climate change on soil carbon sequestration
 |
| Positive
and negative values (in %) indicate an increase or decrease,
respectively, in soil carbon sequestration occurring between
1981 and 2000 because of changes in climate and the atmospheric
CO2 concentration. |
Field
experiments indicate that changes in climate affect soil carbon
stocks in various ways, depending on the soil and regional climate.
Thus the changing climate can complicate the prediction of changes
in carbon stocks and fluxes due to human activities. Researchers
from ORNL and University of Illinois coupled estimates of potential
soil carbon change with a coupled climate-biosphere-ocean model
to look at the impact of recently observed climate change on soil
carbon sequestration activities. Integrating potential carbon
sequestration dynamics into the Integrated Science Assessment
Model (ISAM) allowed the researchers (1) to estimate the effect
of climate change on sequestration activities and (2) to separate
changes in carbon stocks due to regional changes in climate and
weather from those caused by intentional sequestration strategies.
Change in
soil carbon following a change to no-till in croplands was incorporated
into the terrestrial component of ISAM. Results indicate that
5% of the soil carbon sequestered from no-till activities between
1980 and 2000 was caused by climate changes. The extent to which
soil carbon sequestration was augmented or lessened is due to
soil attributes and feedbacks between climate and biophysical
variables (e.g., temperature, soil moisture, decomposition rates,
and changes in crop yields and residue production). Model results
also indicated that an additional 3% of soil carbon accumulation
in 2000 was due to previous changes in land cover (e.g., conversion
of cropland to forest).
A. K. Jain,
T. O. West, X. Yang, and W. M. Post. “Assessing the impact
of changes in climate and CO2 on potential carbon sequestration
in agricultural soils,” Geophysical Research Letters 32:
L19711 (2005).
Unique field
experiment emphasizes the sensitivity of forest water use to drought
 |
| The
Throughfall Displacement Experiment simulates possible wet/dry
extremes in precipitation for the southeastern United States. |
Water availability could become an issue in the eastern
United States if potential changes in regional precipitation
are realized. ORNL scientists working at the Throughfall
Displacement Experiment have been examining the sensitivity
of deciduous forests to increases and decreases in
precipitation since 1993. The researchers use sensors to
measure water flow in trees and have related seasonal patterns
of soil water potential and treatment-specific differences
in forest water use to precipitation amount.
Across four years in which water use was measured
(2000–2003), the researchers found a strong correlation
between seasonal water use and the water stress integral, a
cumulative index
of drought severity
and duration.
These differences
were explained by
the primary effect
of soil water availability
on leaf and
whole-plant physiology, with surprisingly little influence
from drought-induced changes in canopy development, leaf area
production, leaf senescence, or changes in vertical root
distribution among treatment plots. Seedlings and saplings
proved to be more sensitive than mature trees to soil water
availability, largely because of their shallow root placement
within the soil profile. The researchers concluded that even
though droughts in deciduous forests tend to occur late in
the growing season, soil water deficits of the magnitude
observed in the four-year study have the potential to affect
patterns of forest succession and local and regional forest
water budgets.
S. D. Wullschleger and P. J. Hanson. “Sensitivity of canopy
transpiration
to altered precipitation in an upland oak forest: Evidence from
a long-term
field manipulation study,” Global Change Biology 12: 97–109
(2006).
Systems
Biology
The black
cottonwood genome sequenced
 |
|
Gerald
Tuskan (right) and Tim Tschaplinski, Environmental Sciences
Division. |
Gerald Tuskan (Environmental Sciences Division) led an international
team that has successfully drafted the genome sequence of the
black cottonwood (Populus trichocarpa), the first tree genome
to be sequenced. Unveiling the genome of Populus, a model
woody perennial, provides an unprecedented opportunity to explore
its unique biology at a fundamental level. Such information will
greatly improve our ability to (1) use trees as a renewable source
of energy, (2) enhance carbon storage in managed tree farms, and
(3) understand mechanistic ecosystem responses to global climate
change.
Integration of “shotgun” sequence assembly with genetic
mapping enabled chromosome-scale reconstruction of the genome.
More than 45,000 putative protein-coding genes were identified.
Analysis of the assembled genome revealed a whole-genome duplication
event; about 8000 pairs of duplicated genes from that event survived
in the Populus genome. A second, older duplication event
is indistinguishably coincident with the divergence of the Populus
and Arabidopsis lineages. (Arabidopsis, an herbaceous
annual and the first plant to be sequenced, was used as a source
of comparison during the sequencing of Populus.) Nucleotide
substitution, tandem gene duplication, and gross chromosomal rearrangement
appear to proceed substantially more slowly in Populus
than in Arabidopsis.
Populus
has more proteincoding genes than Arabidopsis, ranging
on average from 1.4 to 1.6 putative Populus homologs
for each Arabidopsis gene. However, the relative frequency
of protein domains in the two genomes is similar; overrepresented
exceptions in Populus include genes associated with lignocellulosic
wall biosynthesis, meristem development, disease resistance, and
metabolite transport.
G.
A. Tuskan et al. “The genome of black cottonwood, Populus
trichocarpa (Torr. & Gray),” Science 313: 1596–1603
(2006).
Studies investigate
the effect of chromium and strontium on Shewanella oneidensis
MR-1
 |
| The
bacterium Shewanella oneidensis MR-1 responds to
hexavalent chromium by a complicated process involving gene
regulation, protein expression, and metabolite production.
Integrated experiments involving gene and protein measurements
and imaging provided detailed information about dynamic
molecular-level responses to this toxic metal. |
Shewanella oneidensis MR-1 possesses remarkable metabolic
versatility and is a model environmental microorganism. Its complete
genome sequence has been determined by the DOE Joint Genome Institute.
Research teams including members of the Biosciences, Environmental
Sciences, and Chemical Sciences divisions investigated the interactions
of S. oneidensis MR-1 with chromium and strontium.
Hexavalent
chromium, Cr(VI), is a highly soluble metal pollutant, while Cr(III)
is sparingly soluble and relatively innocuous. In situ microbial
bioreduction of Cr(VI) to Cr(III) by bacteria such as MR-1 may
serve as a potential strategy for the detoxification and immobilization
of chromate. Brown et al. (2006a) describe the initial stress
response pathways following acute chromate exposure via transcriptomic
and proteomic analyses. This study described the largest complement
of expressed S. oneidensis proteins published to date
and provided important broad insights into the complex Cr(VI)
stress response of S. oneidensis. Results were contrasted
by studies described by Chourey et al. (2006) where longer intervals
of Cr(VI) exposure resulted in the induction of MR-1 prophage-related
genes being the dominant response. These global studies in S.
oneidensis now allow more focused studies on several potentially
important key genes involved in Cr(VI) reduction.
The
researchers also examined the physiology and transcriptome dynamics
of S. oneidensis MR-1 in response to strontium, Sr(II),
exposure. Strontium is a common groundwater contaminant present
at various DOE field sites, including the DOE Environmental Remediation
Sciences Program (ERSP) Field Research Center (FRC) at Oak Ridge
National Laboratory. Shewanella spp., as well as Fe(III)
oxide and bacteria coated with Fe(III) oxides, have been shown
to sorb Sr(II), thus affecting the fate and transport of such
inorganic contaminants in natural aqueous environments. MR-1 was
found to be highly resistant to Sr(II), and a link between iron
metabolism and microbe-mediated metal precipitation was suggested
(Brown et al. 2006b).
S.
D. Brown, M. R. Thompson, N. C. VerBerkmoes, K. Chourey, M. Shah,
J. Zhou, R. L. Hettich, and D. K. Thompson. “Molecular dynamics
of the Shewanella oneidensis response to chromate stress,”
Molecular and Cellular Proteomics 5: 1054–71 (2006a).
S.
D. Brown, M. Martin, S. Deshpande, S. Seal, K. Huang, E. Alm,
Y. Yang, L. Wu, T. Yan, X. Liu, A. Arkin J. Zhou, and D. K. Thompson.
“Cellular response of Shewanella oneidensis to
strontium stress,” Applied Environmental Microbiology 72
(1): 890–900 (2006b).
Cilia regulate
key cellular signaling events
 |
|
Development
of five digits in a normal mouse (left) or polydactyly in
a cilia mutant mouse (right) depends on Shh signal transduction
by cilia. |
Dr. Edward Michaud (Biosciences Division) participated in
a study with colleague Dr. Bradley Yoder (University of Alabama
at Birmingham) on the role that cilia play in cellular
signal transduction, the communication among cells that is
essential to an organism’s development. Cilia are antennaelike
organelles that extend from the surface of most cells in
the mammalian body, where they receive biochemical cues
from neighboring cells. Studying them is important because
of their role in normal development and organ function.
Abnormalities in cilia lead to numerous disorders, including
kidney disease and skeletal defects. The team found that
multiple components of the “Sonic hedgehog” (Shh)
signal
transduction pathway, which include the Glioma (Gli)
transcription factors, are localized in the tips of cilia found
in mice. They showed
that mice with a mutation
in a key cilia gene,
Tg737, have abnormal
cilia with altered
Shh pathway activity,
which causes skeletal
patterning defects.
Precise
regulation of Shh signal transduction is important
for the proper development and function of many tissues,
including the limbs. In limbs, a balance between Gli activators
and Gli repressors of the Shh pathway controls the
development of digit number. In mice that lack cilia, there
is a failure to convert Gli3 from an activator of the pathway
to a repressor, resulting in disruption of the pathway and the
development of too many digits. “The data suggest that cilia
are cellular sensors with a direct role in the regulation of Shh
pathway activity,” said Michaud.
C. J. Haycraft, B. Banizs, Y. Aydin-Son, E. J. Michaud,and B.
K. Yoder. “Gli2
and Gli3 localize to cilia and require the intraflagellar transport
protein
polaris for processing and function,” PLoS Genet 1: e53
(2005).
E. J. Michaud and B. K. Yoder. “The primary cilium in cell
signaling and
cancer,” Cancer Research 66: 6463–67 (2006).
Algorithms
identify gene regulatory networks for low-dose radiation response
 |
| Guilt
by association: When represented graphically, the function
of a poorly annotated gene (center) can be inferred from
its links with the known functions of better-annotated genes. |
Genes with common functions often exhibit correlated
expression levels, which can be used to identify sets of
interacting genes from microarray data. Microarrays typically
measure expression across genomic space, creating a massive
matrix of co-expression that must be mined to extract
only the most relevant gene interactions. Brynn Voy (Biosciences
Division) and colleague Michael Langston (University
of Tennessee) developed a novel graph theoretical approach
to extract differentially co-expressed genes from microarray
data. They applied the new approach to transcriptome data
collected from spleens of genetically diverse mice exposed
to low doses of X rays. Using the graph-based algorithms, the
team was able to extract sets of genes that might interact in
networks to mediate the response to the radiation. This novel
method allows a new understanding of biological mechanisms
that determine the health outcome from radiation or
other environmental exposures.
The
technique is based on creating a graph from a genomescale
correlation matrix thresholded to include only the
correlations most likely to signify functional relationships.
A graph-based approach offers advantages over traditional
clustering methods, such as the ability for nodes (genes)
to be members of multiple subgraphs. Perfectly interconnected
gene sets (cliques) and other dense graph structures
are extracted and analyzed for differential connectivity and
node composition. The correlation graph is also queried independently
of clique to extract edges that are impacted by radiation. Graph
structures are then analyzed for enrichment
in biological pathways relevant to the condition of interest
(e.g., response to radiation) to prioritize subsets of genes
for further study. Membership in cliques and other graph
structures can also be used to infer the function of poorly
annotated genes, based on their co-expression with genes of
known function (“guilt by association”). While the
method
was developed for the low-dose radiation response, it is extensible
to any biology of interest and to other types of data,
expanding its utility to the research community at large.
B.
H. Voy, J. A. Scharff, A. D. Perkins, A. M. Saxton, B. Borate,
E. J. Chesler,
L. K. Branstetter, and M. A. Langston. “Extracting gene
networks for lowdose
radiation using graph theoretical algorithms,” PLoS Computational
Biology 2(7): 0757–66 (2006).
Improvements
in environmental microarray specificity and sensitivity
 |
| Relationship
between overall sequence similarity, identical sequence
length, free energy, and nonspecific probe hybridization
behavior. |
Microarrays
can be useful for environmental studies because they allow us
identification and understanding of the different types of microbial
roles in various biogeochemical processes based on the genes they
contain. However, ensuring both the specificity and sensitivity
of environmental microarrays is critical, as the gene probes on
such microarrays have to be able to distinguish between thousands
of closely related genes that are often in low abundance in environmental
samples.
Most microarray
probe design algorithms were created for use in single organism
studies and use only one criterion to ensure specificity, such
as the percentage of similarity. Members of the Environmental
Sciences Division research staff participated in studies that
showed that probe behavior and specificity may be more reliably
predicted by examining multiple probe characteristics. The team
found that by simultaneously considering the percentage of similarity,
the longest identical stretch, and free energy of the hybridization,
they could relax the individual criteria while more accurately
ensuring the specificity of the probes. The level of specificity
achieved using these criteria should provide at least species-
level resolution in most cases and is critical for using microarrays
in systems with mixed microbial species such as natural environments.
Based on these findings, the researchers developed new probe design
algorithms and a new program and applied them to design a functional
gene array containing more than 24,000 probes for genes involved
in important microbially driven processes relevant to bioremediation
and to carbon cycling and sequestration.
Currently,
microarrays require large amounts of nucleic acids, DNA or RNA,
to ensure detection. To increase the sensitivity and applicability
of microarrays to environmental samples where microbial species
may be in low abundance, these researchers have also developed
and optimized two separate techniques that allow unbiased amplification
of nucleic acids from whole microbial communities. Through these
amplification techniques it is now possible to analyze such communities
with over 1000 times less starting material, allowing access to
microbial communities and species that were previously not available
for study using these techniques.
H. Gao, Z.
K. Yang, T. J. Gentry, L. Wu, C. W. Schadt, and J. Zhou. “Microarray-
based analysis of microbial community RNAs by whole community
RNA amplification (WCRA),” Applied Environmental Microbiology.
doi:10.1128/AEM.01771-06 (2006) (in press).
X. Li, Z.
He, and J.-Z. Zhou. “Selection of optimal oligonucleotide
probes for microarrays using multiple criteria, global alignment
and parameter estimation,” Nucleic Acids Research 33: 6114–23
(2005).
J. Liebich,
C. W. Schadt, S. C. Chong, Z. He, S. K. Rhee, and J.-Z. Zhou.
“Improvement of oligonucleotide probe design criteria for
functional gene microarrays in environmental applications,”
Applied Environmental Microbiology 72: 1688–91 (2006).
L. Wu, X.
Liu, C. W. Schadt, and J.-Z. Zhou. “Microarray-based analysis
of subnanogram quantities of microbial community DNAs by using
wholecommunity genome amplification,” Applied Environmental
Microbiology. 72: 4931–41 (2006).
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in the Highlights Archive
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