Forskning (PRINT).pptx

Evolution
och fylogeni
Introduktion till
forskningen…
Ernst Haeckel,
1866…
Klassifikation på
basis av släktskap
Generelle Morphologie
der Organismen
morfologi = formlära,
vilka former något kan ta
Första publicerade
släktträdet över alla
organismer…
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
2015.10.01
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
”Chaos is creation
A swirling mass of atoms and ideas
Natural selection the sculptor of all life”
”Cult of Chaos” av Arch Enemy
Fylogenier
Synopsis vs, fylogeni
Willie Hennig,
1950, 1960…
Dipsacales
Klassifikation på
basis av släktskap
Adoxaceae
Caprifoliaceae
Collumelliaceae
Diervillaceae
Dipsacaceae •
Linnaeaceae
Morinaceae
Valerianaceae •
Identifierandet av
monofyletiska grupper
”en förfader och all
dess avkomma”
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Fylogenier
Fylogenier
Välj tre studieobjekt…
SAX Disanthus cercidifolius
SAX Hamamelis
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
CAR Asteropeia micraster
CAR Phytolacca
SAX Heuchera
CAR Portulaca
SAX Saxifraga
SAX Peltoboykinia tellimoides CAR Nepenthes
CAR Pereskia
CAR Triphyophyllum peltatum
CAR Tamarix
SAN Heisteria
SAX Sullivantia
CAR Drosera
SAX Paeonia
AST Campanula
SAX Soyauxia
SAN Bakerella
CAR
Plumbago
API Delarbrea
michieana
SAX
Haloragis
CRO Staphylea AST Codonopsis
CAR Polygonum
AST Corokia cotoneaster
SAX Tetracarpaea tasmanica
SAN Olax
GER Viviania marifolia
AST Menyanthes
SAN Cansjera
SAX Crassula
AST Helianthus
annuus trifoliata
CAR Celosia
Opilia
AST Barnadesia
SAX Dudleya viscida
CAR Stellaria media SANSAN
Thesium
SAX Sedum
CAR Mirabilis jalapa SAN
AST Tragopogon
Thesium alpinum
CRO Crossosoma
PRO Grevillea
API Melanophylla alnifolia
SAX Itea
API Griselinia lucida
TAP Perrottetia longistylis
GER Geranium
SAX
Ribes
GER Greyia radlkoferi
SAB Sabia
API Apium graveolens
RAN Caulophyllum
thalictroides
SAN
Schoepfia
schreberi
SAP Cupaniopsis
anacardioides
ERI Anagallis
API
Pittosporum
SAP Swietenia
macrophylla
DIP Symphoricarpos
SAP Aesculus
SAN Socratina kerauderiana
DIP Valeriana officinalis
ERI Pentaphylax euryoides
ERI Polemonium
DIP Abelia
PRO Lambertia
inermis TAP Tapiscia sinensis
SAN Jodina rhombifolia
RAN Xanthorhiza
simplicissima
COR Philadelphus
DIP Dipsacus
Barringtonia
TAP Dipentodon sinicus DIP
ERI Impatiens ERI
Gunnera aralioides
Scabiosa
TROGUN
Trochodendron
ERI Manilkara zapota
BRA Tropaeolum
TAP Perrottetia ovata
ERI Halesia ERI Sarracenia
SAN Comandra
SAN Pyrularia
pubera umbellata
OXA BaueraERI Styrax
MLV Ochroma pyramidale
ERI Cyrilla racemifloraSAN Buckleya distichophylla
ERI Vaccinium
BRA Carica papaya
SAN Scleropyrum
SAB Meliosma veitchiorum
CEL Hippocratea
barbata
SAN Acanthosyris
asipapotepentandrum
OXA Elaeocarpus
GAR Icacina
CEL Stackhousia
monogyna
BUX Didymeles
perrieri BRA Cleome hassleriana
TRO Tetracentron
sinense
SAN Cervantesia tomentosa
OXA Davidsonia pruriens
CUC Corynocarpus laevigatus
ERI Galax urceolata
ZYG Krameria LAM Byblis
SAN Acanthosyris falcata
ZYG
Larrea
tridentata
MLV
Bombax
BUX Buxus sempervirens
CUC Datisca cannabina CEL Lepuropetalon
MAL Hypericum
perforatum
spathulatum
LAM
Myoporum
BUX Pachysandra
GAR Aucuba japonica
SANalbum
Santalum album
CUC Datisca glomerata CEL Parnassia palustris
SAN Viscum
GAR Garrya elliptica SAN Eubrachion ambiguum
RAN Dicentra
FAG Fagus grandifolia
GUN Myrothamnus
BRA
Capparis
RAN Euptelea
polyandra
FAG Chrysolepis
sempervirens
GAR Pyrenacantha SAN Arceuthobium verticilliflorum
SAX Cercidiphyllum
CEL Celastrus orbiculatus
RAN Akebiajaponicum
quinata
LAM Olea europaea
CEL Euonymus alatus
RAN Glaucidium palmatum
SAN Dendrophthora clavata
SAX Liquidambar
FAB Albizia julibrissin
CUC Begonia
RAN Podophyllum peltatum
GEN Exacum
affine
LAM Verbascum
thapsus
MAL Euphorbia
MAL Populus
RAN Hydrastis canadensis
SAN Osyris
LAM Plantago
FAB SecuridacaFAG
diversifolia
MAL Reinwardtia
indica
Morella
BOR Ehretia
MAL Casearia LAM Verbena
PRO Nelumbo
BOR Borago officinalis
PRO Platanus occidentalis
ROS Ceanothus
MAL Lophopyxis maingayi
Quercus
GEN Mitchella repens
ROS Elaeagnus
MAL FAG
Bhesa
paniculata
SAX
Daphniphyllum
COR Alangium
PRO
Macadamia sp
SAN Korthalsella
MAL Bhesa
robusta
MAL Chrysobalanus
icacoGEN Gelsemium sempervirens
FAB Medicago
FAB Polygala
SAN Phoradendron serotinum
SOL Ipomoea
GEN Nerium oleander
BER Aextoxicon punctatum
SOL Hydrolea ovata
ROS Humulus lupulus
BER Berberidopsis corallina
ROS Photinia
SOL Nolana
SOL
Montinia
caryophyllacea
OXA Averrhoa carambola
ROS Spiraea
SOL Petunia
COR Cornus
SOL Schizanthus pinnatus
COR Curtisia dentata
PRO Protea
AQU Gonocaryum
litorale
ROS Zelkova
COR Grubbia
tomentosa
AQU Cardiopteris quinqueloba
COR Nyssa
ROS Morus
AQU Phyllonoma
AQU Irvingbaileya sp
COR Petalonyx nitidus
ROS Celtis
COR Hydrangea macrophylla
AQU Ilex
OXA Oxalis
Välj tre
studieobjekt
från ’trädet’…
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
AQU Helwingia japonica
AST Roussea simplex
Liv på Jorden…
RAN Dicentra
RAN Euptelea polyandra
RAN Akebia quinata
RAN Caulophyllum thalictroides
RAN Podophyllum peltatum
RAN Glaucidium palmatum
RAN Hydrastis canadensis
RAN Xanthorhiza simplicissima
PRO Nelumbo
PRO Platanus occidentalis
PRO Protea
PRO Macadamia
PRO Grevillea
PRO Lambertia inermis
SAB Meliosma veitchiorum
SAB Sabia
TRO Tetracentron sinense
TRO Trochodendron aralioides
BUX Didymeles perrieri
BUX Buxus sempervirens
BUX Pachysandra
GUN Gunnera
GUN Myrothamnus
SAX Cercidiphyllum japonicum
SAX Daphniphyllum sp
SAX Liquidambar
SAX Disanthus cercidifolius
SAX Hamamelis
SAX Itea
SAX Ribes
SAX Heuchera
SAX Peltoboykinia tellimoides
SAX Saxifraga
SAX Sullivantia
SAX Paeonia
SAX Soyauxia
SAX Haloragis
SAX Tetracarpaea tasmanica
SAX Crassula
SAX Dudleya viscida
SAX Sedum
CRO Crossosoma
CRO Staphylea
GER Geranium
GER Greyia radlkoferi
GER Viviania marifolia
SAP Swietenia macrophylla
SAP Aesculus
SAP Cupaniopsis anacardioides
TAP Tapiscia sinensis
TAP Dipentodon sinicus
TAP Perrottetia longistylis
TAP Perrottetia ovata
MLV Bombax
MLV Ochroma pyramidale
BRA Tropaeolum
BRA Carica papaya
BRA Capparis
BRA Cleome hassleriana
CUC Corynocarpus laevigatus
CUC Begonia
CUC Datisca cannabina
CUC Datisca glomerata
FAG Morella
FAG Fagus grandifolia
FAG Chrysolepis sempervirens
FAG Quercus
FAB Albizia julibrissin
FAB Medicago
FAB Polygala
FAB Securidaca diversifolia
ROS Photinia
ROS Spiraea
ROS Ceanothus
ROS Elaeagnus
ROS Zelkova
ROS Morus
ROS Celtis
ROS Humulus lupulus
OXA Averrhoa carambola
OXA Oxalis
OXA Elaeocarpus
OXA Bauera
OXA Davidsonia pruriens
ZYG Krameria
ZYG Larrea tridentata
CEL Lepuropetalon spathulatum
CEL Parnassia palustris
CEL Stackhousia monogyna
CEL Hippocratea barbata
CEL Celastrus orbiculatus
CEL Euonymus alatus
MAL Chrysobalanus icaco
MAL Euphorbia
MAL Hypericum perforatum
MAL Reinwardtia indica
MAL Casearia
MAL Populus
MAL Lophopyxis maingayi
MAL Bhesa paniculata
MAL Bhesa robusta
Eukaryoter
Fungi
Animalia
Phaeophyta
Chrysophyta
EUKARYOTA
Xanthophyta
Oomycota
...
Dinoflagellata
Ciliata
Apicomplexa
Rhodophyta
Myxomycota
Chlorophyta
Cyanophyta
Entamoeba
Amoeba
Kinetoplastida
α-proteo
Euglenophyta
Trichomonads
Microsporidia
EUBACTERIA
Diplomonads
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
ARCHAEBACTERIA
Omritat och justerat efter M. L. Sogin et al. Current Opinions in Genetics and Development 1: 457 (1991)
Från Baldauf et al., The Deep Roots of Eukaryotes Science 300: 1703-1706 (2003).
CAR Nepenthes
CAR Triphyophyllum peltatum
CAR Drosera
CAR Tamarix
CAR Plumbago
CAR Polygonum
CAR Asteropeia micraster
CAR Celosia
CAR Stellaria media
CAR Mirabilis jalapa
CAR Phytolacca
CAR Pereskia
CAR Portulaca
SAN Heisteria
SAN Schoepfia schreberi
SAN Bakerella
SAN Socratina kerauderiana
SAN Olax
SAN Cansjera
SAN Opilia
SAN Thesium
SAN Thesium alpinum
SAN Comandra umbellata
SAN Buckleya distichophylla
SAN Pyrularia pubera
SAN Scleropyrum pentandrum
SAN Jodina rhombifolia
SAN Cervantesia tomentosa
SAN Acanthosyris asipapote
SAN Acanthosyris falcata
SAN Osyris
SAN Santalum album
SAN Eubrachion ambiguum
SAN Viscum album
SAN Arceuthobium verticilliflorum
SAN Korthalsella
SAN Dendrophthora clavata
SAN Phoradendron serotinum
BER Aextoxicon punctatum
BER Berberidopsis corallina
COR Alangium
COR Cornus
COR Curtisia dentata
COR Grubbia tomentosa
COR Nyssa
COR Petalonyx nitidus
COR Hydrangea macrophylla
COR Philadelphus
ERI Barringtonia
ERI Manilkara zapota
ERI Pentaphylax euryoides
ERI Sarracenia
ERI Cyrilla racemiflora
ERI Vaccinium
ERI Polemonium
ERI Anagallis
ERI Impatiens
ERI Galax urceolata
ERI Halesia
ERI Styrax
GAR Aucuba japonica
GAR Garrya elliptica
GAR Icacina
GAR Pyrenacantha
LAM Olea europaea
LAM Byblis
LAM Verbascum thapsus
LAM Myoporum
LAM Plantago
LAM Verbena
BOR Borago officinalis
BOR Ehretia
GEN Mitchella repens
GEN Gelsemium sempervirens
GEN Exacum affine
GEN Nerium oleander
SOL Hydrolea ovata
SOL Montinia caryophyllacea
SOL Ipomoea
SOL Schizanthus pinnatus
SOL Nolana
SOL Petunia
AQU Irvingbaileya sp
AQU Gonocaryum litorale
AQU Cardiopteris quinqueloba
AQU Phyllonoma
AQU Helwingia japonica
AQU Ilex
AST Roussea simplex
AST Campanula
AST Codonopsis
AST Corokia cotoneaster
AST Menyanthes trifoliata
AST Barnadesia
AST Helianthus annuus
AST Tragopogon
API Melanophylla alnifolia
API Griselinia lucida
API Delarbrea michieana
API Apium graveolens
API Pittosporum
DIP Symphoricarpos
DIP Valeriana officinalis
DIP Abelia
DIP Dipsacus
DIP Scabiosa
1
2
3
4
APG & APG II (III)
Växtsystematik vid Katholiek
Universitet Leuven, Belgien…
An ordinal classification
of flowering plants.
The Angiosperm Phylogeny Group
(29 författare)
…eller bioinformatik vid Trinity
College Dublin, Ireland.
Annals of the Missouri Botanical Garden
1998, 85, pp. 531-553.
–––––––––––––––––––––––––––––––––––––
An update of the Angiosperm
Phylogeny Group classification
for the orders and families of
flowering plants: APG II
1997
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
The Angiosperm Phylogeny Group
(27 författare)
Botanical Journal of the Linnean Society
2003, 141, pp. 399-436.
Amborellaceae
Nymphaeaceae
Austrobaileyales
Chloranthaceae
Canellales
Piperales
Laurales
Magnoliales
Acorales
Alismatales
Asparagales
Dioscoreales
Liliales
Pandanales
Arecales
Poales
Commelinales
Zingiberales
Ceratophyllales
Ranunculales
Proteales
Gunnerales
Caryophyllales
Santalales
Saxifragales
Crossostomatales
Geraniales
Myrtales
Celastrales
Malphigiales
Oxalidales
Fabales
Rosales
Cucurbitales
Fagales
Brassicales
Malvales
Sapindales
Cornales
Ericales
Garryales
Gentianales
Lamiales
Solanales
Aquifoliales
Asterales
Apiales
Dipsacales
Foton: Anders Backlund
MARISCO-projektet
Fotosyntetiserande organismer…
Improving arable production systems by expressing marine algal RuBisCO in crop
plants – EU project QLK3-2002-01945
Co-ordinator: Prof. Inger Andersson, Dept. of Molecular Biology,
Swedish University of Agricultural Sciences / Stanford University
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
RuBisCO
L2
L8
L10
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
L8S8
First crystal structure of Rubisco from a Green Algae, Chlamydomonas reinhardtii.
Taylor, T., Backlund, A., Björhall, K., Spreitzert, R.J., Andersson, I.
J. Biological Chemistry 276: 48159-48164 (2001).
Strese et al. BMC Evolutionary Biology 2014, 14:119
http://www.biomedcentral.com/1471-2148/14/119
RESEARCH ARTICLE
Open Access
A recently transferred cluster of bacterial genes in
Trichomonas vaginalis - lateral gene transfer and
the fate of acquired genes
Åke Strese1, Anders Backlund1 and Cecilia Alsmark1,2*
Abstract
Background: Lateral Gene Transfer (LGT) has recently gained recognition as an important contributor to some
eukaryote proteomes, but the mechanisms of acquisition and fixation in eukaryotic genomes are still uncertain. A
previously defined norm for LGTs in microbial eukaryotes states that the majority are genes involved in metabolism,
the LGTs are typically localized one by one, surrounded by vertically inherited genes on the chromosome, and
phylogenetics shows that a broad collection of bacterial lineages have contributed to the transferome.
Results: A unique 34 kbp long fragment with 27 clustered genes (TvLF) of prokaryote origin was identified in the
sequenced genome of the protozoan parasite Trichomonas vaginalis. Using a PCR based approach we confirmed
the presence of the orthologous fragment in four additional T. vaginalis strains. Detailed sequence analyses
unambiguously suggest that TvLF is the result of one single, recent LGT event. The proposed donor is a close
relative to the firmicute bacterium Peptoniphilus harei. High nucleotide sequence similarity between T. vaginalis
strains, as well as to P. harei, and the absence of homologs in other Trichomonas species, suggests that the transfer
event took place after the radiation of the genus Trichomonas. Some genes have undergone pseudogenization and
degradation, indicating that they may not be retained in the future. Functional annotations reveal that genes
involved in informational processes are particularly prone to degradation.
Conclusions: We conclude that, although the majority of eukaryote LGTs are single gene occurrences, they may be
acquired in clusters of several genes that are subsequently cleansed of evolutionarily less advantageous genes.
Keywords: Lateral gene transfer (LGT), Trichomonas, Peptoniphilus, Phylogeny
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Structure and function of Rubisco
Andersson, I., Backlund, A.
Plant Physiology and Biochemistry 46: 275-291 (2008).
Background
The protozoan parasite Trichomonas vaginalis is a human
pathogen that causes the most common, non-viral, sexually transmitted disease in the world, infecting 248 million
people yearly according to WHO estimates [1]. Men are
often asymptomatic carriers of the parasite, while symptoms in women range from malodorous vaginal discharge,
inflammation and swelling of the urogenital tract to
increased risk for cervical cancer, adverse pregnancy
outcomes and an increased susceptibility to HIV-1 infection
[2-4]. Treatment today is limited to two nitroimidazole
derivatives, tinidazole and metronidazole, although failure
* Correspondence: [email protected]
1
Division of Pharmacognosy, Department of Medicinal Chemistry, Uppsala
University, Uppsala, Sweden
2
Department of Virology, Immunobiology and Parasitology, National
Veterinary Institute, Uppsala, Sweden
of treatment due to resistance has been reported [5]. A
draft genome sequence of T. vaginalis G3 was accomplished in 2007 [6], revealing an unusually large genome of
more than 160 Mbp, encoding up to 60,000 genes in
addition to numerous and diverse repeated regions.
LGT is the acquisition and fixation in the recipient genome of genetic material from a foreign donor organism
without sexual transfer. It offers a rapid retrieval of new
capabilities such as the ability to utilize new metabolites
[7], degradation of chemicals such as pesticides [8] or the
deployment of drug resistance genes [9]. The bacterial
routes for uptake of foreign DNA are well described by
features such as transformation, conjugation and transduction, or by the activities of “gene transfer agents” such
as transposable elements. The mechanisms for eukaryotic
gene acquisition are less well described [10], although one
of the favored hypothesis suggests that the transfer is
© 2014 Strese et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative
Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain
Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article,
unless otherwise stated.
Strese et al. BMC Evolutionary Biology 2014, 14:119
http://www.biomedcentral.com/1471-2148/14/119
Page 3 of 13
Första steget mot en ”global
fylogenetisk karta”
Anders
Backlund
Figure
1 Gene
map overview of the genes of TvLF. Overview of the genes of TvLF, in five strains investigated, of T. vaginalis, and the
corresponding
region in P. harei. Genes are numbered in order of appearance so that all orthologs have the same number. All details are listed in
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Additional
file 1: Table S5. Note that P. harei contains eight genes without homologs in any strain of T. vaginalis (genes abbreviated 2, 4, 6, 10–11,
20, and 22–23) and T. vaginalis possess three genes absent in P. harei (genes denoted with asterisk, abbreviated 3, 5, and 19). Additionally, three
genes (abbreviated 14, 16 and 29) are unique for T. vaginalis G3, Pinna and Moz-4, and are caused by stop codons in these strains. Gene classifications
that are denoted by the different colors are according to Kyoto Encyclopedia of Genes and Genomes pathway (KEGG pathway). Genes without suitable
KEGG-classification are categorized as “other function”. The majority of the primer-pairs used for amplifying and sequencing the genes of TvLF are
visualized along with the primer-pair abbreviation found in Additional file 1: Table S8.
P. harei. In previous studies T. gallinae and T. tenax
have been verified to be the two most closely related
species to T. vaginalis within the class of Trichomonadea
[26]. This indicates that the transfer has occurred after the
divergence of T. vaginalis from the remainder of the genus.
A recent acquisition would be in agreement with the
Table 1 Identification of T. vaginalis strains used in this
study
Strain
G3 (PRA98)1
Location
1973
Beckham, United Kingdom
2008
Sardinia, Italy
Moz-4 (MPM4)1
1997
Mozambique
Pinna (SS-28)1
1998
Sardinia, Italy
Tor-A (TO-01)1
2010
Turin, Italy
T12
1993
Taipei, Taiwan
-
Prague, Czech Republic
2
P9
1
Strains used in this study to investigate TvLF.
Strains tested positive for the presence of three randomly selected TvLF genes.
2
Goloboff et al., Cladistics 25: 211-230, 2009.
unusually high nucleotide sequence similarity to orthologs of the putative bacterial donor (Table 2).
The genomic architecture of TvLF
The genes on TvLF encompass a stretch of 27 consecutive
genes of bacterial origin, TVAG_243570-TVAG_243830,
spanning more than 34 kbp of the 52 kbp long contig
DS113827 in the T. vaginalis G3 genome (Figure 1, Table 2
and Additional file 1: Table S4 and Additional file 1:
Table S5). Although absent from the sequenced eukaryote gene-pool, an homologous region was detected in the
firmicute bacterium Peptoniphilus harei (contig 0004,
positions 22397–56995, HMPREF9286_0330-HMPREF9
286_0294, reverse direction). The TvLF stands in contrast
to other LGTs detected in parasite genomes that typically
are singletons embedded among vertically inherited
genes [17,27].
A comprehensive comparative sequence analysis of the
TvLF in T. vaginalis G3 and the putative bacterial donor
reveals an unusually high degree of nucleotide sequence
similarity (79-98%), compared to that of typical prokaryote-
Lipinskis rule of five
Experimental and computational approaches
to estimate solubility and permeability in drug
discovery and development settings.
Kemografi –
konsten attEnavigera i
kemisk rymd…
1
Casu2 (SS-22)
Isolated
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
C. A. Lipinski, et al.
Advanced Drug Delivery Review
23:3 p.3-25. 1997.
Hur många tänkbara
’läkemedelslika’
substanser finns
det då?
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Kartans dimensioner
ChemGPS-NP dimensioner
En global, 3D, karta över Jorden
En global, 8D, karta över NP kemiska rymd
––––––––––––––––––––––––––––––––––––––––––––––
––––––––––––––––––––––––––––––––––––––––––––––
1 Latitud
1 storlek, form, polariserbarhet
2 Longitud
2 aromaticitet &konjugation
3 Höjd över havsytan
3 lipofilicitet, polaritet & vätebindningskapacitet
4 flexibilitet & rigiditet
5 electronegativitet, antal kväve, halogener & amider
6 antal ringar, roterbara bindningar, amider & OH
7 antal dubbelbindningar, syre & kväve
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
8 aromatiska & alifatiska OH, omättnad, LAI
Larsson, J., Gottfries, J., Muresan, S., och Backlund, A.
ChemGPS-NP: tuned for navigation in biologically relevant chemical space
Journal of Natural Products, 2007, Vol. 70 (5) pp 789-794
ChemGPS
ChemGPS-NP and the
Exploration of Biologically
Relevant Chemical Space
Uppsala 2009.03.27
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Oprea, T.I., and Gottfries, J., 2001
Chemography: The Art of Navigating in Chemical Space
J. Comb. Chem 3(2) pp 157 - 166
Josefin Rosén
...can be downloaded from http://www.uu.se
Snabbt överblicka små...
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Rosén, J., Lövgren, A., Kogej, T., Muresan, S., Gottfries, J., Backlund A.
ChemGPS-NPWeb: chemical space navigation online.
J Comput. Aided Mol. Des. 23, 253-259 (2009).
Ovan 1362 kemiska substanser av typen seskviterpenlaktoner.
…och lite större dataset.
Visa att två dataset skiljer sig…
Anders Backlund
Naturprodukter med kända kemiska strukturer (DNP, 126 140 st),
LM-lika substanser med testad, känd, biologisk effekt (WOMBAT, 178 210 st)
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Ovan ca 25% av ChEMBL databasen https://www.ebi.ac.uk/chembldb/ ≈250000 föreningar.
Rosén, J., Gottfries, J., Muresan, S., Backlund, A., Oprea, T.I.
Novel chemical space exploration via natural products. J. Med. Chem. 52: 1953-1962 (2009).
Marina NP…
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Plot av PC2 (aromaticitet) mot PC4 (flexibilitet), och PC5 (halogener)
för set av marina (blå) och terrestra (gröna) substanser.
Växter vilka
överensstämmer till
släkte överensstämmer
även i egenskap.
De växter som står
varandra nära i sin
naturliga ordning står
också varandra nära i
avseende på egenskap.
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Carl von Linné, 1766
Clavis medicinae duplex
Waterhouse, The crystal ball 1902
Foto av Mattias Klum
Navigera kemisk rymd:
kemografi…
…försöka förstå fysikalisk-kemiska
egenskaper, deras variation och
begränsningar bland naturprodukter.
”The evolution of
chemical constituents
follows parallel lines
with the evolutionary
course of plant forms,
the one beeing
intimately connected
with the other…”
…föreslå en global karta över
biologiskt relevant kemisk rymd.
Navigera evolutionär rymd:
fylogeni…
…tolka evolutionens gång, likheter
och skillnader mellan organismer.
…föreslå släktskaps-hypoteser,
fylogenier, för organismerna som
studeras.
Anders Backlund
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Helen Cecilia De Silver Abbot, 1887
i en föreläsning på Franklin Institute:
The chemical basis of plant forms
Waterhouse, The crystal ball 1902
Arbetsgruppen för
Molekylär farmakognosi
Anders Backlund, Prof.
- chemography & phylogeny
Cecilia Alsmark, Assist.Prof.
- bioinformatics, LGT
Christina Wedén, Dr.
- fungi
Anna Koptina, Dr.
- biological testing
Muaaz Al-Ajlani, Dr.
- TB & ChemGPS-NP
Rosa Buonfiglio, Dr.
- chemographic methods (MedPlant)
Huei-Kung Lai
- chemistry & chemography of fungi (KMU)
Astrid Henz
- chemography & phylogeny (MedPlant)
Åke Strese
- LGT, Trichomonas
Elisabet Vikeved
- LGT, Leishmania
Josefin Rosén, Dr.
- chemography, 2009
Catarina Ekenäs, Dr.
- ethnobotany, 2008
Sonny Larsson, Dr.
- phylogenies, 2007
Petra Lindholm, Dr.
- screening, 2005
…………………………………………………………………………….
Anders Backlund
Avd. f. Farmakognosi
Inst. f. Läkemedelskemi
Thierry Kogej, Dr.
- AstraZeneca R&D
Johan Gottfries, Prof.
- Gothenburg University
Waterhouse, The crystal ball 1902