Abstract
Predicting the binding mode of flexible polypeptides to proteins is an important task that falls outside the domain of applicability of most small molecule and protein−protein docking tools. Here, we test the small molecule flexible ligand docking program Glide on a set of 19 non-α-helical peptides and systematically improve pose prediction accuracy by enhancing Glide sampling for flexible polypeptides. In addition, scoring of the poses was improved by post-processing with physics-based implicit solvent MM- GBSA calculations. Using the best RMSD among the top 10 scoring poses as a metric, the success rate (RMSD ≤ 2.0 Å for the interface backbone atoms) increased from 21% with default Glide SP settings to 58% with the enhanced peptide sampling and scoring protocol in the case of redocking to the native protein structure. This approaches the accuracy of the recently developed Rosetta FlexPepDock method (63% success for these 19 peptides) while being over 100 times faster. Cross-docking was performed for a subset of cases where an unbound receptor structure was available, and in that case, 40% of peptides were docked successfully. We analyze the results and find that the optimized polypeptide protocol is most accurate for extended peptides of limited size and number of formal charges, defining a domain of applicability for this approach.
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- fall
- famagusta
- farmland
- fhit
- figure 1
- finite element method
- fl ow
- flash flood
- flash floods
- flood
- flood bypass tunnel
- flood damages
- flood disaster
- flood factors
- flood fatalities
- flood hazard
- flood hazard risk zone
- flood impacts
- flood inundation map
- flood level
- flood mitigation
- flood prevention
- flood risk
- flood risk creation
- flood risk mapping
- flood routing
- flood way
- flooding
- flooding and inadequate
- floodplain mapping
- floods
- floods are the most
- flow diversion
- food
- forest
- forest fire
- forest hydrology
- from concepts to indicators
- from these studies
- functionalism
- funding
- funnelling ratio
- fuzzy rough set theory
- fuzzy standardiza
- gentrification
- geographic information system
- geographic information systems
- geographical information system
- geography
- geospatial
- geospatial intelligence
- geostatistics
- ghana
- giles
- gis
- global
- global challenges
- global human settlement
- global warming
- global warming and climate
- globalization and cities
- gorakhpur city
- gov
- graph-based approach
- green infrastructure
- greenhouse effect
- grounded theory
- groundwater recharge
- growth boundaries
- growth has been spectacular
- growth management
- growth management tran
- h adi 1
- h arman s hah
- hajighoshan watershed
- halmi zainol
- hampas
- harmony-seeking computations
- hazard
- he is author of
- headwalls
- heat
- hec-hms
- heldren model
- heterogeneity
- hewitt and burton
- hierarchy
- high-density infill
- highway
- historical data
- hot spot
- housing
- housing allocation pattern
- housing challenge
- housing market
- housing options
- housing policies
- housing policy
- housing projects
- housing solutions
- http
- human migration
- humanities
- hydraulic modelling
- hydraulic surface flow simulation
- hydrographs
- hydrological change
- hydrological cycle
- hydrological monitoring
- hydrology
- hygiene care practices
- hyperspectral
- ichamoti river
- icle
- ideal point-based weighting
- ile-ife
- image processing
- images are widely used
- immunohistochemistry
- impact
- imperviousness
- improvement of the water
- improvement of vegetation indices
- in
- in africa and in
- in casablanca
- in the rural and
- in the urban sprawl
- incorporation
- increasing in many regions
- index
- india
- indicators
- indices
- inequality
- infiltration
- informal settlement
- infrastructure
- inlet
- inner city redevelopment
- innovative project
- institute of economic research
- institute of economy
- insurance
- integra
- intense rainfall
- intensity
- inter-city space
- interests
- interregional distance
- introduction and objectives
- inundación
- inundation
- irregular settlements
- is professor of city
- ishizaki process
- iskandar malaysia region
- it spreading mainly in
- iwrm
- j
- jel classification
- jgiles
- johor bahru
- judith a
- kawasan pinggiran wilayah metropolitan
- kde
- kedah
- kernel density
- kesejahteraan
- keshavarzi
- klang
- kmc
- kualiti hidup
- kurma
- kyoto university and research
- labor diversification Intersecting Urbanization
- labor markets in developing countries
- labour
- land
- land absorption coefficient
- land area of 983
- land consumption rate
- land cover
- land development system and environmental system
- land management
- land use
- land use change
- land use change detection
- land use changes
- land use controls
- land use modeling
- land use pattern
- land use planning
- land use regulations
- land use–transportation interaction models
- land value
- land values
- land-use controls
- land-use simulation
- landsat
- landsat data
- landsat tm and etm
- landscape ecology
- landscape planning
- landscape urbanism
- landslide
- landuse-landcover distribution
- leapfrog sprawl
- licensed
- lifestyle
- livestock
- local governments
- local indicators of spatial association (LISA)
- local optimization
- local plan
- local world
- logistic regression
- logistics facility location
- lots
- low-density expansion
- ltd
- lulc
- malaysia
- management
- management 7
- map
- marché du logement
- master plan
- mathematical models
- mce
- meaning
- mediterranean region
- mega
- megacity
- memphis
- metasynthesis
- method
- methods
- methods of measurement
- metropolis areas
- migration
- milk white sago
- miss zakiah ponrahono
- misspecification
- mixed land use
- mndwi
- mobility and
- model
- model uncertainty
- modeling
- modelling
- modflow
- monash
- monitoring
- mono-centric model
- monocentric
- monocentric city
- monocentric urban model
- mori
- morphological changes
- morphometry
- mostly
- mouse
- multi criteria assessment
- multi-agent system
- multi-criteria analysis
- multi-criteria evaluation
- multicriteria evaluation
- multicriteria evaluation approach
- multivariate analysis
- my
- national emergency management agency
- national physical plan
- natural disaster
- natural factor
- natural hazard
- natural hazards
- ndwi
- neighborhood change
- neighborhoods
- neighbourhood scale
- network
- network analysis
- nigeria
- nigeria is the most
- no
- no restriction to the
- non-attainment environmental impacts
- non-structure
- nonlinear growth
- norkhadijah
- numerical
- nutrisi
- nylon sago
- o18
- obesitas
- obesity
- observation and findings
- obstacle
- of the city are
- of the pourashava has
- of the world with
- of urban sustainability journal
- of urbanism
- on scouring downstream of
- online data
- open data
- open source software
- open space
- operational research
- optical properties
- optimisation
- or undeveloped areas
- org
- oullin
- out skirts of the
- outbreaks town
- over population
- owerri
- p
- pairwise comparison
- parameters
- patchiness
- pattern of development
- pembangunan hartanah dan rebakan bandar
- pembangunan wilayah
- pemimpin masyarakat tempatan
- penang state
- penduduk tempatan
- pengurusan banjir
- people
- people displacement
- peri-urban area
- peri-urbanization
- persepsi.
- personal responsibility
- perspectives
- ph
- phd
- phenomenon
- physical activity
- planned urban form
- planning
- planning policy
- planning reform
- planning system
- planning_support_system
- plant ecophysiology
- pluvial flood
- po box
- policy
- policy simulation
- pollution and sub-surface water
- polycentric
- polycentric development
- polycentricity
- population density
- populous black race country
- porsi makan
- power law
- power laws
- pp
- precipitación
- precipitation
- preface
- preparation
- priority
- processes
- production
- programming
- property market
- property price increment
- property tax
- psychological defense
- public services
- pukekohe
- pumping station
- pune
- qualitative
- quality of life
- quercus rubra
- quick review
- r0
- race
- racetrack geography
- radar cross section
- rain
- rainfall
- rainfall simulator
- random growth
- rapid urban development
- rate of rise
- rcc drain
- real estate developer
- real time
- received 1 august 2005
- received 30 august 2006
- recovery
- redlining
- reference
- regional development
- relational needs
- relative shannon
- reliability
- reliability and risk analysis
- remittances
- remote sensing
- remote sensing and GIS
- remote sensing data
- remote sensing systems á
- res
- resilience
- resilient architecture
- resolution
- resources
- response
- restoration
- retrofitting suburbia
- revised 4 may 2007
- reza banai
- riesgo
- risk
- risk assessment
- risk management
- river basin
- river city
- river flooding
- river kaduna
- rivers and waterways
- road accident
- road network
- road network analysis
- road network pattern
- road safety
- robustness
- roy
- rt
- runoff
- runoff volume
- rural lands
- rural migration
- rural-urban migration
- s
- s entropy
- s globalisation programme
- s haharudin i drus
- s institution
- s law
- s northern corridor
- saboodhana
- safety and hazards
- sago
- sago palm
- sago residue
- sago serve
- sago starch
- sago wastewater
- samali
- samion
- satellite imagery
- scale
- scale of the city
- scale problem
- scale-dependency
- scenes
- school of economics
- school of urban affairs
- sci
- scouring
- sea level rise
- seawater intrusion
- segregation
- selangor
- self-esteem
- self-organized
- senegal
- separated by
- sewage
- sewer backup
- sg
- shallow water equations
- sharifah norkhadijah syed ismail
- short and long runs
- singapore management university
- sistema de informacao geografico
- site suitability
- situated in the out
- skirts of
- smart city
- smart growth
- smu
- social disorder
- social research council
- social science
- social theories
- society perception
- socioeconomic context
- soil composition
- soil infiltration
- soil map
- soils
- solid waste
- sorourian
- south asia
- southern California
- space syntax
- spatial
- spatial analysis
- spatial autocorrelation
- spatial decision support system
- spatial econometrics
- spatial entropy
- spatial hybrid
- spatial metrics
- spatial models.
- spatial pattern
- specific financial support
- sprawl index
- sprawl measurement
- sprawl repair
- starch
- starch hydrolysis
- starch residues
- statistics
- stemflow
- storage capacity
- storm water management
- storms
- stormwater
- stormwater management
- strategic interaction
- streams
- street centrality
- structure plan
- studies
- sub urbs
- sub-urbanization
- subsidies
- suburban malay community
- suburbanization
- suburbs
- suburbs and the spreading
- suds
- super fine sago
- supply and drainage facilities
- surcharge
- surface runoff network
- survey findings
- sustainability
- sustainability education
- sustainable
- sustainable construction
- sustainable development
- sustainable urban development
- sustainable urban form
- sustainable urbanism
- swales
- tehran metropolis
- teknaf
- telephone
- territorial cohesion
- terror management
- than any other natural
- the
- the Katowice conurbation
- the authors declare that
- the centre for
- the city involves the
- the frequency with
- the metropolitan region
- the rate of population
- the release and dissemina-
- the social and economic
- the university of
- theoretical framework
- theorizing
- theory
- theory of forms
- they have no competing
- thirumanimuttar
- this paper was produced
- this study received no
- this work is licensed
- thomas k.j. mcdermott
- time series models
- tion
- tion of heavy metals
- tipping point
- to
- tod
- town and
- trace elements in the
- trade and industry
- transformation
- transit oriented development
- transition
- transport emission
- transportation
- trihedral
- type of paper
- u
- under a creative commons
- undergraduates perception
- undeveloped land around an average dwelling
- undeveloped land which are
- universiti putra malaysia
- university of victoria
- unsat suite
- unsteady fl ow
- upm
- urban
- urban agriculture
- urban analysis
- urban area
- urban areas
- urban centres
- urban climate
- urban configuration systems
- urban containment
- urban density
- urban design
- urban development
- urban drainage
- urban drainage system
- urban dwellers
- urban ecology
- urban ecosystem
- urban expansion
- urban flood
- urban flood modelling
- urban flood risk
- urban flooding
- urban floods
- urban form
- urban gardening
- urban geography
- urban growth
- urban growth / sprawl
- urban growth and sprawl
- urban infrastructure
- urban land
- urban land use change
- urban land-use suitability
- urban lifestyle
- urban metabolism
- urban model
- urban models
- urban morphology
- urban periphery
- urban planning
- urban planning for sustainable
- urban polycentricity
- urban renewal
- urban resilience
- urban spatial size
- urban spatial structure
- urban sprawl
- urban sprawl affecting parking
- urban sprawl pattern
- urban studies
- urban systems
- urban theory
- urbanisation
- urbanism
- urbanites
- urbanity
- urbanization
- urbanization impact
- uvic
- v8w 2y2
- vector-based cellular automata
- vegetable crops
- vegetation can be estimated
- victoria
- viraj envirozing india pvt
- virajenvirozing
- voisinages
- vol
- voronoi partition
- vulnerability
- vulnerable area
- w13-031
- wall of water
- walsh
- waste
- waste management
- wastewater
- water
- water borne disease
- water deficit
- water demand
- water logging
- water quality
- water quality and quantity
- water resources
- water supply
- water use efficiency
- waterlogging
- watershed
- watersheds
- wavefront steepening
- we are grateful
- weather shocks
- webgis
- weighted overlay analysis
- wentaihsu
- wetland
- wetlands
- wetspass
- which flood occurs is
- which may favor their
- wholeness
- world with a total
- yield loss
- zavvareh
- zipf
- zon teras
- zoning
- á urban
- Łódź
- نتم
Cite
CITATION STYLE
Drake, R. L., Vogl, A. W., & Mitchell, A. W. M. (2019). GRAY’S BASIC ANATOMY. Elsevier (Vol. 11, pp. 416–505). Elsevier. Retrieved from http://scioteca.caf.com/bitstream/handle/123456789/1091/RED2017-Eng-8ene.pdf?sequence=12&isAllowed=y%0Ahttp://dx.doi.org/10.1016/j.regsciurbeco.2008.06.005%0Ahttps://www.researchgate.net/publication/305320484_SISTEM_PEMBETUNGAN_TERPUSAT_STRATEGI_MELESTARI
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