15
Oscillatoriales Nostocales 100 80 60 40 20 0 STRR LTRR Phormidium sp. Planktothrix rubescens Planktothrix agardhii Limnothrix redekei r = 0.97 Phormidium sp. Planktothrix pseudoagardhii 100 80 60 40 20 0 STRR LTRR Anabaena spiroides Anabaena planctonica Anabaenopsis circularis Anabaena flos-aquae Anabaena sp. Aphanizomenon ovalisporum r = 0.87 Anabaena circinalis gen I Cylindrospermopsis raciborskii Aphanizomenon gracile gen I Aphanizomenon gracile gen II Anabaena circinalis gen II Aphanizomenon issatschenkoi Aphanizomenon flos-aquae Valério et al., 2009. Microbiology 155: 642–656 STRR / LTRR FINGERPRINTING PATTERNS Primer Reference STRR1F 5’- CCCCARTCCCCART -3’ Mazel et al. 1990 STRR3F 5’- CAACAGTCAACAGT -3’ Mazel et al. 1990 LTRR 5’- GTTTTAACTAACAAAAATCCCTATCAGGGA TTGAAAG-3’ Masepohl et al. 1996 Identification potential Use of repeated sequences specific from the Cyanobacteria genome to reach the identification of most isolates 01

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Page 1: PATTERNS - EnvMetaGeninbio-envmetagen.pt/wp-content/uploads/2019/02/07_Elisabete-VALE… · Toxins molecular markers MCY MARKERS 04 10 20 30 40 50 55 Kb mcy J I H mcy G mcy F mcy

Oscillatoriales

Nostocales

100

806040200

STRR LTRR

Phormidium sp.Planktothrix rubescens

Planktothrix agardhii

Limnothrix redekeir = 0.97

Phormidium sp.

Planktothrix pseudoagardhii

100

806040200 STRR LTRRAnabaena spiroidesAnabaena planctonica

Anabaenopsis circularisAnabaena flos-aquaeAnabaena sp.

Aphanizomenon ovalisporum

r = 0.87

Anabaena circinalis gen I

Cylindrospermopsis raciborskii

Aphanizomenon gracile gen I

Aphanizomenon gracile gen IIAnabaena circinalis gen IIAphanizomenon issatschenkoi

Aphanizomenon flos-aquae

Valério et al., 2009. Microbiology 155: 642–656

STRR / LTRR FINGERPRINTING

PATTERNS

Primer Reference

STRR1F 5’- CCCCARTCCCCART -3’ Mazel et al. 1990

STRR3F 5’- CAACAGTCAACAGT -3’ Mazel et al. 1990

LTRR5’-

GTTTTAACTAACAAAAATCCCTATCAGGGATTGAAAG-3’

Masepohl et al. 1996

Identification potential

Use of repeated sequences specific from the Cyanobacteria genome to reach the identification of most isolates

01

Page 2: PATTERNS - EnvMetaGeninbio-envmetagen.pt/wp-content/uploads/2019/02/07_Elisabete-VALE… · Toxins molecular markers MCY MARKERS 04 10 20 30 40 50 55 Kb mcy J I H mcy G mcy F mcy

Valério et al., 2009. Microbiology 155: 642–656

M13 / ERIC FINGERPRINTING

PATTERNS

Primer Reference

M13 5’-GAGGGTGGCGGTTCT-3’ Meyer et al. 1993

ERICERICIR (5’-ATGTAAGCTCCTGGGGATTCAC-3’)ERIC2 (5’-AAGTAAGTGACTGGGGTGAGCG-3’) Versalovic et al. 1991

Differentiation potential

Use of RADP (Random Amplification of Polymorphic DNA) primers to differentiate cyanobacteria strains

Detection of a toxic strainresident in Montargil reservoir

MontargilMontargilMontargil

100

806040200

M13 ERICLMECYA 142LMECYA 144LMECYA 91BLMECYA 127LMECYA 128LMECYA 13LMECYA 97LMECYA 92CLMECYA 110LMECYA 92ALMECYA 93LMECYA 92BLMECYA 103LMECYA 113LMECYA 3LMECYA 7LMECYA 160LMECYA 1

23-07-0123-07-0113-11-9927-11-0027-11-0011-07-9628-11-9914-11-9911-03-0013-11-9913-11-9913-11-9918-11-9928-10-0010-05-9627-06-96ND10-06-96

r = 0.94

Isolado Data de isolamento

NT

NT

NT

T

75%

1234

5

6

78

910

Genomic relationship

02

Page 3: PATTERNS - EnvMetaGeninbio-envmetagen.pt/wp-content/uploads/2019/02/07_Elisabete-VALE… · Toxins molecular markers MCY MARKERS 04 10 20 30 40 50 55 Kb mcy J I H mcy G mcy F mcy

Valério et al., 2009. Microbiology 155: 642–656

M13 / ERIC FINGERPRINTING

PATTERNS

100

806040200

M13 ERICLMECYA 142LMECYA 144LMECYA 91BLMECYA 127LMECYA 128LMECYA 13LMECYA 97LMECYA 92CLMECYA 110LMECYA 92ALMECYA 93LMECYA 92BLMECYA 103LMECYA 113LMECYA 3LMECYA 7LMECYA 160LMECYA 1

23-07-0123-07-0113-11-9927-11-0027-11-0011-07-9628-11-9914-11-9911-03-0013-11-9913-11-9913-11-9918-11-9928-10-0010-05-9627-06-96ND10-06-96

= 0.94

Isolado Data de isolamento

NT

NT

NT

T

75%

1234

5

6

78

910

Genomic relationship

Temporal relationship

02

de novo genomic types

2001

2000

1999

2

1998

1997

1996

1 3 4 5 6 7 8 9 10

T NT NT NT

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16S / rpoC1 PHYLOGENIES

03

rRNA 16S rpoC1

0.1

Anabaena macrospora AJ293115Anabaena spiroides AJ293116Anabaena planctonica LMECYA 177 EU078522Anabaena planctonica AB093488Anabaena solitaria AY701552Anabaena spiroides AJ293118Anabaena spiroides LMECYA 161 EU078524Anabaena circinalis LMECYA 17 EU078518Anabaena circinalis LMECYA 126 EU078521Anabaena circinalis AF247586

Aphanizomenon flos-aquae LMECYA 125 EU078542Aphanizomenon flos-aquae LMECYA 77A EU078538Aphanizomenon flos-aquae AJ630442Aphanizomenon flos-aquae AJ293126Aphanizomenon flos-aquae LMECYA 88 EU078540

Aphanizomenon flos-aquae AY196084Aphanizomenon flos-aquae LMECYA 10 EU078537

Aphanizomenon gracile AJ630445Aphanizomenon gracile LMECYA 9 EU078530Aphanizomenon gracile AJ293125Aphanizomenon gracile LMECYA 64 EU078532

Aphanizomenon gracile LMECYA 40 AY354194Aphanizomenon gracile LMECYA 148 EU078533Anabaena cylindrica AJ293119

Anabaena circinalis LMECYA 213 EU078526Anabaena circinalis 90 AJ133156Aphanizomenon issatschenkoi AJ630446Aphanizomenon issatschenkoi LMECYA 31 AY196088

Cylindrospermopsis raciborskii AF516739Cylindrospermopsis raciborskii LMECYA 134 AY699989Anabaena flos-aquae AF317628Anabaena flos-aquae LMECYA 165 EU078523

Anabaena sp. LMECYA 182 EU078545Anabaenopsis circularis LMECYA 205 EU078528Anabaenopsis circularis LMECYA 206 EU078529Anabaenopsis sp. AY038033

Nodularia spumigena DQ185241Nostoc linckia AB074503

Tolypothrix sp. AB093486Fischerela muscicola AB074505Nostochopsis sp. AJ544081Chlorogloeopsis fritschii AB093489

Stigonema ocellatum AJ544082Chroococcidiopsis sp. AB074506

Scytonema sp. AB093483Pseudanabaena sp. AF091108Planktothrix agardhii AB045958Planktothrix agardhii LMECYA 153E EU078515Planktothrix rubescens AB045950Planktothrix rubescens LMECYA 203 DQ497635

Planktothrix pseudagardhii LMECYA 162 EU078517Planktothrix pseudagardhii AB045922

Spirulina platensis AY672713Prochloron sp. X63141

Microcystis aeruginosa LMECYA 81 EU078493Microcystis aeruginosa LMECYA 110 EU078499Microcystis aeruginosa LMECYA 2 EU078483Microcystis aeruginosa LMECYA 8 EU078486Microcystis aeruginosa LMECYA 136 EU078500Microcystis ichthyoblabe AB035550Microcystis aeruginosa LMECYA 170 EU078505Microcystis aeruginosa Z28699Microcystis aeruginosa LMECYA 159 EU078504Microcystis aeruginosa LMECYA 188 EU078506Microcystis aeruginosa LMECYA 91B EU078497Microcystis novacekii AB012337Microcystis aeruginosa LMECYA 151 EU078502Microcystis wesenbergii AB012334Microcystis viridis AB035552Microcystis aeruginosa LMECYA 157 EU078503Microcystis aeruginosa LMECYA 82 EU078494Microcystis aeruginosa LMECYA 142 EU078501

Synechocystis sp. LMECYA 68 EU078508Synechocystis sp. AB041937

Gloeocapsa sp. AB039000Dermocarpella incrassata AJ344559

Xenococcus sp. AB074510Pleurocapsa sp. AB074511Myxosarcina sp. AJ344562

Stanieria cyanosphaera AB039008Limnothrix redekei LMECYA 145 EU078512Limnothrix redekei AJ505943

Prochlorothix hollandica AF132792Phormidium sp. LMECYA 79 EU078509Phormidium sp. LMECYA 173 EU078510

LeptolyngbyaAB039012Phormidium sp. LMECYA 214 EU078511Phormidium sp. AB058219

Synechococcus nidulans LMECYA 156 EU078507Prochlorococcus marinus NC007577

Synechococcus sp. AY151250Cyanobium sp. AY183115

Gloeobacter violaceus NC005125E. coli NC000913

0.801.001.001.00

1.00

1.00

1.00

1.001.00

0.97

0.97

0.89

1.00

1.00

0.99

1.00

1.001.00

1.00

0.67

1.00

1.00

1.00

0.99

1.00

1.001.00

0.75

0.93

0.98

1.00

0.66

1.00

1.001.00

1.00

1.00

0.89

1.00

0.74

1.000.961.00

0.91

0.96

1.00

1.00

0.99

1.000.61

1.00

1.00

0.96

0.990.92

1.00

1.00

1.00

1.00

1.00

1.00

1.00

Nostocales

Oscillatoriales

Chroococcales

Oscillatoriales

Chroococcales

Microcystis aeruginosa LMECYA 2 EU078483

Nostocales

0.1

Anabaena macrospora AJ293115Anabaena spiroides AJ293116Anabaena planctonica LMECYA 177 EU078522Anabaena planctonica AB093488Anabaena solitaria AY701552Anabaena spiroides AJ293118Anabaena spiroides LMECYA 161 EU078524Anabaena circinalis LMECYA 17 EU078518Anabaena circinalis LMECYA 126 EU078521Anabaena circinalis AF247586

Aphanizomenon flos-aquae LMECYA 125 EU078542Aphanizomenon flos-aquae LMECYA 77A EU078538Aphanizomenon flos-aquae AJ630442Aphanizomenon flos-aquae AJ293126Aphanizomenon flos-aquae LMECYA 88 EU078540

Aphanizomenon flos-aquae AY196084Aphanizomenon flos-aquae LMECYA 10 EU078537

Aphanizomenon gracile AJ630445Aphanizomenon gracile LMECYA 9 EU078530Aphanizomenon gracile AJ293125Aphanizomenon gracile LMECYA 64 EU078532

Aphanizomenon gracile LMECYA 40 AY354194Aphanizomenon gracile LMECYA 148 EU078533Anabaena cylindrica AJ293119

Anabaena circinalis LMECYA 213 EU078526Anabaena circinalis 90 AJ133156Aphanizomenon issatschenkoi AJ630446Aphanizomenon issatschenkoi LMECYA 31 AY196088

Cylindrospermopsis raciborskii AF516739Cylindrospermopsis raciborskii LMECYA 134 AY699989Anabaena flos-aquae AF317628Anabaena flos-aquae LMECYA 165 EU078523

Anabaena sp. LMECYA 182 EU078545Anabaenopsis circularis LMECYA 205 EU078528Anabaenopsis circularis LMECYA 206 EU078529Anabaenopsis sp. AY038033

Nodularia spumigena DQ185241Nostoc linckia AB074503

Tolypothrix sp. AB093486Fischerela muscicola AB074505Nostochopsis sp. AJ544081Chlorogloeopsis fritschii AB093489

Stigonema ocellatum AJ544082Chroococcidiopsis sp. AB074506

Scytonema sp. AB093483Pseudanabaena sp. AF091108Planktothrix agardhii AB045958Planktothrix agardhii LMECYA 153E EU078515Planktothrix rubescens AB045950Planktothrix rubescens LMECYA 203 DQ497635

Planktothrix pseudagardhii LMECYA 162 EU078517Planktothrix pseudagardhii AB045922

Spirulina platensis AY672713Prochloron sp. X63141

Microcystis aeruginosa LMECYA 81 EU078493Microcystis aeruginosa LMECYA 110 EU078499Microcystis aeruginosa LMECYA 2 EU078483Microcystis aeruginosa LMECYA 8 EU078486Microcystis aeruginosa LMECYA 136 EU078500Microcystis ichthyoblabe AB035550Microcystis aeruginosa LMECYA 170 EU078505Microcystis aeruginosa Z28699Microcystis aeruginosa LMECYA 159 EU078504Microcystis aeruginosa LMECYA 188 EU078506Microcystis aeruginosa LMECYA 91B EU078497Microcystis novacekii AB012337Microcystis aeruginosa LMECYA 151 EU078502Microcystis wesenbergii AB012334Microcystis viridis AB035552Microcystis aeruginosa LMECYA 157 EU078503Microcystis aeruginosa LMECYA 82 EU078494Microcystis aeruginosa LMECYA 142 EU078501

Synechocystis sp. LMECYA 68 EU078508Synechocystis sp. AB041937

Gloeocapsa sp. AB039000Dermocarpella incrassata AJ344559

Xenococcus sp. AB074510Pleurocapsa sp. AB074511Myxosarcina sp. AJ344562

Stanieria cyanosphaera AB039008Limnothrix redekei LMECYA 145 EU078512Limnothrix redekei AJ505943

Prochlorothix hollandica AF132792Phormidium sp. LMECYA 79 EU078509Phormidium sp. LMECYA 173 EU078510

LeptolyngbyaAB039012Phormidium sp. LMECYA 214 EU078511Phormidium sp. AB058219

Synechococcus nidulans LMECYA 156 EU078507Prochlorococcus marinus NC007577

Synechococcus sp. AY151250Cyanobium sp. AY183115

Gloeobacter violaceus NC005125E. coli NC000913

0.801.001.001.00

1.00

1.00

1.00

1.001.00

0.97

0.97

0.89

1.00

1.00

0.99

1.00

1.001.00

1.00

0.67

1.00

1.00

1.00

0.99

1.00

1.001.00

0.75

0.93

0.98

1.00

0.66

1.00

1.001.00

1.00

1.00

0.89

1.00

0.74

1.000.961.00

0.91

0.96

1.00

1.00

0.99

1.000.61

1.00

1.00

0.96

0.990.92

1.00

1.00

1.00

1.00

1.00

1.00

1.00

Nostocales

Oscillatoriales

Chroococcales

Oscillatoriales

Chroococcales

Microcystis aeruginosa LMECYA 2 EU078483

Nostocales

0.1

Anabaena circinalis LMECYA 17 EU078447Anabaena circinalis LMECYA 126 EU078460Anabaena circinalis AF159373Anabaena circinalis gen IA AF199424Anabaena spiroides LMECYA 161 EU078470Anabaena spiroides AF199427Anabaena solitaria AF199426

Anabaena planctonica AB096729Anabaena planctonica LMECYA 177 EU078474

Aphanizomenon gracile LMECYA 40 EU078449Aphanizomenon gracile LMECYA 64 EU078450Aphanizomenon gracile LMECYA 148 EU078465

Anabaena circinalis LMECYA 213 EU078480Anabaena circinalis AY424996

Aphanizomenon gracile LMECYA 9 EU078445Aphanizomenon issatschenkoi LMECYA 31 EU078448Aphanizomenon flos-aquae LMECYA 77A EU078452

Anabaena cylindrica AB074793Aphanizomenon flos-aquae LMECYA 125EU078459Aphanizomenon flos-aquae LMECYA 10 EU078446Aphanizomenon flos-aquae LMECYA 88 EU078456Anabaena flos-aquae LMECYA 165 EU078471Anabaena flos-aquae AF199429Aphanizomenon gracile AF199431

Anabaena sp. LMECYA 182 EU078475Cylindrospermopsis raciborskii LMECYA 134 EU078461Cylindrospermopsis raciborskii AF159371

Anabaenopsis circularis LMECYA 205 EU078478Anabaenopsis circularis LMECYA 206 EU078479

Chlorogloeopsis fritschii AB096735Fischerella muscicola AB074804

Scytonema sp. AB096731Chroococcidiopsis sp. AB074809

Tolypothrix sp. AB096730Nodularia spumigena AY424999

Anabaena variabilis AB074795Nostoc linckia AB074792Planktothrix agardhii LMECYA 153E EU078467Planktothrix agardhii AB074790Planktothrix agardhii AY425002Planktothrix rubescens LMECYA 203 EU078477

Spirulina platensis AB074788Microcystis aeruginosa LMECYA 188 EU078476Microcystis viridis AY425001Microcystis aeruginosa LMECYA 91B EU078457Microcystis aeruginosa LMECYA 2 EU078443Microcystis aeruginosa LMECYA 8 EU078444Microcystis aeruginosa LMECYA 157 EU078468Microcystis aeruginosa LMECYA 110 EU078458Microcystis aeruginosa LMECYA 170 EU078472Microcystis aeruginosa AY425000Microcystis aeruginosa LMECYA 142 EU078463Microcystis aeruginosa LMECYA 82 EU078455Microcystis aeruginosa LMECYA 159 EU078469Microcystis aeruginosa LMECYA 81 EU078454Microcystis wesenbergii AB074794Microcystis aeruginosa LMECYA 136 EU078462Microcystis aeruginosa LMECYA 151 EU078466

Synechocystis sp. LMECYA 68 EU078451Synechocystis sp. BA000022

Dermocarpa sp. U52341Xenococcus sp. AB074803

Pleurocapsa sp. AB074806Stanieria cyanosphaera AB074800

Prochloron sp. Z11161Phormidium sp. LMECYA 79 EU078453Phormidium sp. LMECYA 173 EU078473

Leptolyngbya sp. AB074808Synechococcus sp. AF448112

Phormidium sp. AB074798Cyanobium sp. AJ621014

Prochlorococcus marinus NC005071Prochlorothrix hollandica Z11154

Synechococcus elongatus NC006576Pseudanabaena sp. AB074799

Limnothrix redekei LMECYA 145 EU078464Gloeobacter violaceus NC005125Gloeobacter violaceus U52340

E. coli NC000913

0.99

0.51

0.990.99

0.63

1.00

0.66

1.00

1.00

1.000.97

1.00

0.761.00

1.00

1.00

1.001.00

1.00

0.64

1.00

0.550.72

0.94

1.00

0.501.00

1.00

0.94

1.00

1.000.99

0.981.00

1.00

0.66

1.00

0.92

1.000.99

0.98

0.51

0.84

1.00

0.99

0.99

0.85

1.00

1.00

Nostocales

Nostocales

Oscillatoriales

Chroococcales

Oscillatoriales

OscillatorialesChroococcales

Nostocales

0.1

Anabaena circinalis LMECYA 17 EU078447Anabaena circinalis LMECYA 126 EU078460Anabaena circinalis AF159373Anabaena circinalis gen IA AF199424Anabaena spiroides LMECYA 161 EU078470Anabaena spiroides AF199427Anabaena solitaria AF199426

Anabaena planctonica AB096729Anabaena planctonica LMECYA 177 EU078474

Aphanizomenon gracile LMECYA 40 EU078449Aphanizomenon gracile LMECYA 64 EU078450Aphanizomenon gracile LMECYA 148 EU078465

Anabaena circinalis LMECYA 213 EU078480Anabaena circinalis AY424996

Aphanizomenon gracile LMECYA 9 EU078445Aphanizomenon issatschenkoi LMECYA 31 EU078448Aphanizomenon flos-aquae LMECYA 77A EU078452

Anabaena cylindrica AB074793Aphanizomenon flos-aquae LMECYA 125EU078459Aphanizomenon flos-aquae LMECYA 10 EU078446Aphanizomenon flos-aquae LMECYA 88 EU078456Anabaena flos-aquae LMECYA 165 EU078471Anabaena flos-aquae AF199429Aphanizomenon gracile AF199431

Anabaena sp. LMECYA 182 EU078475Cylindrospermopsis raciborskii LMECYA 134 EU078461Cylindrospermopsis raciborskii AF159371

Anabaenopsis circularis LMECYA 205 EU078478Anabaenopsis circularis LMECYA 206 EU078479

Chlorogloeopsis fritschii AB096735Fischerella muscicola AB074804

Scytonema sp. AB096731Chroococcidiopsis sp. AB074809

Tolypothrix sp. AB096730Nodularia spumigena AY424999

Anabaena variabilis AB074795Nostoc linckia AB074792Planktothrix agardhii LMECYA 153E EU078467Planktothrix agardhii AB074790Planktothrix agardhii AY425002Planktothrix rubescens LMECYA 203 EU078477

Spirulina platensis AB074788Microcystis aeruginosa LMECYA 188 EU078476Microcystis viridis AY425001Microcystis aeruginosa LMECYA 91B EU078457Microcystis aeruginosa LMECYA 2 EU078443Microcystis aeruginosa LMECYA 8 EU078444Microcystis aeruginosa LMECYA 157 EU078468Microcystis aeruginosa LMECYA 110 EU078458Microcystis aeruginosa LMECYA 170 EU078472Microcystis aeruginosa AY425000Microcystis aeruginosa LMECYA 142 EU078463Microcystis aeruginosa LMECYA 82 EU078455Microcystis aeruginosa LMECYA 159 EU078469Microcystis aeruginosa LMECYA 81 EU078454Microcystis wesenbergii AB074794Microcystis aeruginosa LMECYA 136 EU078462Microcystis aeruginosa LMECYA 151 EU078466

Synechocystis sp. LMECYA 68 EU078451Synechocystis sp. BA000022

Dermocarpa sp. U52341Xenococcus sp. AB074803

Pleurocapsa sp. AB074806Stanieria cyanosphaera AB074800

Prochloron sp. Z11161Phormidium sp. LMECYA 79 EU078453Phormidium sp. LMECYA 173 EU078473

Leptolyngbya sp. AB074808Synechococcus sp. AF448112

Phormidium sp. AB074798Cyanobium sp. AJ621014

Prochlorococcus marinus NC005071Prochlorothrix hollandica Z11154

Synechococcus elongatus NC006576Pseudanabaena sp. AB074799

Limnothrix redekei LMECYA 145 EU078464Gloeobacter violaceus NC005125Gloeobacter violaceus U52340

E. coli NC000913

0.99

0.51

0.990.99

0.63

1.00

0.66

1.00

1.00

1.000.97

1.00

0.761.00

1.00

1.00

1.001.00

1.00

0.64

1.00

0.550.72

0.94

1.00

0.501.00

1.00

0.94

1.00

1.000.99

0.981.00

1.00

0.66

1.00

0.92

1.000.99

0.98

0.51

0.84

1.00

0.99

0.99

0.85

1.00

1.00

0.1

Anabaena circinalis LMECYA 17 EU078447Anabaena circinalis LMECYA 126 EU078460Anabaena circinalis AF159373Anabaena circinalis gen IA AF199424Anabaena spiroides LMECYA 161 EU078470Anabaena spiroides AF199427Anabaena solitaria AF199426

Anabaena planctonica AB096729Anabaena planctonica LMECYA 177 EU078474

Aphanizomenon gracile LMECYA 40 EU078449Aphanizomenon gracile LMECYA 64 EU078450Aphanizomenon gracile LMECYA 148 EU078465

Anabaena circinalis LMECYA 213 EU078480Anabaena circinalis AY424996

Aphanizomenon gracile LMECYA 9 EU078445Aphanizomenon issatschenkoi LMECYA 31 EU078448Aphanizomenon flos-aquae LMECYA 77A EU078452

Anabaena cylindrica AB074793Aphanizomenon flos-aquae LMECYA 125EU078459Aphanizomenon flos-aquae LMECYA 10 EU078446Aphanizomenon flos-aquae LMECYA 88 EU078456Anabaena flos-aquae LMECYA 165 EU078471Anabaena flos-aquae AF199429Aphanizomenon gracile AF199431

Anabaena sp. LMECYA 182 EU078475Cylindrospermopsis raciborskii LMECYA 134 EU078461Cylindrospermopsis raciborskii AF159371

Anabaenopsis circularis LMECYA 205 EU078478Anabaenopsis circularis LMECYA 206 EU078479

Chlorogloeopsis fritschii AB096735Fischerella muscicola AB074804

Scytonema sp. AB096731Chroococcidiopsis sp. AB074809

Tolypothrix sp. AB096730Nodularia spumigena AY424999

Anabaena variabilis AB074795Nostoc linckia AB074792Planktothrix agardhii LMECYA 153E EU078467Planktothrix agardhii AB074790Planktothrix agardhii AY425002Planktothrix rubescens LMECYA 203 EU078477

Spirulina platensis AB074788Microcystis aeruginosa LMECYA 188 EU078476Microcystis viridis AY425001Microcystis aeruginosa LMECYA 91B EU078457Microcystis aeruginosa LMECYA 2 EU078443Microcystis aeruginosa LMECYA 8 EU078444Microcystis aeruginosa LMECYA 157 EU078468Microcystis aeruginosa LMECYA 110 EU078458Microcystis aeruginosa LMECYA 170 EU078472Microcystis aeruginosa AY425000Microcystis aeruginosa LMECYA 142 EU078463Microcystis aeruginosa LMECYA 82 EU078455Microcystis aeruginosa LMECYA 159 EU078469Microcystis aeruginosa LMECYA 81 EU078454Microcystis wesenbergii AB074794Microcystis aeruginosa LMECYA 136 EU078462Microcystis aeruginosa LMECYA 151 EU078466

Synechocystis sp. LMECYA 68 EU078451Synechocystis sp. BA000022

Dermocarpa sp. U52341Xenococcus sp. AB074803

Pleurocapsa sp. AB074806Stanieria cyanosphaera AB074800

Prochloron sp. Z11161Phormidium sp. LMECYA 79 EU078453Phormidium sp. LMECYA 173 EU078473

Leptolyngbya sp. AB074808Synechococcus sp. AF448112

Phormidium sp. AB074798Cyanobium sp. AJ621014

Prochlorococcus marinus NC005071Prochlorothrix hollandica Z11154

Synechococcus elongatus NC006576Pseudanabaena sp. AB074799

Limnothrix redekei LMECYA 145 EU078464Gloeobacter violaceus NC005125Gloeobacter violaceus U52340

E. coli NC000913

0.99

0.51

0.990.99

0.63

1.00

0.66

1.00

1.00

1.000.97

1.00

0.761.00

1.00

1.00

1.001.00

1.00

0.64

1.00

0.550.72

0.94

1.00

0.501.00

1.00

0.94

1.00

1.000.99

0.981.00

1.00

0.66

1.00

0.92

1.000.99

0.98

0.51

0.84

1.00

0.99

0.99

0.85

1.00

1.00

Nostocales

Nostocales

Oscillatoriales

Chroococcales

Oscillatoriales

OscillatorialesChroococcales

Nostocales

Valério et al., 2009. Microbiology 155: 642–656

Species identification

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Toxins molecular markersMCY MARKERS

04

10 20 30 40 50 55 Kb

mcy Cmcy Bmcy Amcy Dmcy Emcy Fmcy Gmcy J I H

Microcystis aeruginosa (Tillet et al. Chem. Biol., 2000)

mcy Cmcy Bmcy Amcy D mcy Emcy T mcy G mcyJmcyH

Planktothrix agardhii (Christiansen et al. J. Bacteriol., 2003)

PS PKS Other functions

mcy Cmcy Bmcy Amcy Dmcy EF mcy Gmcy JImcy H

Anabaena circinalis (Rouhiainen et al. Appl. Environ. Microbiol., 2004)

Legend:

0

300 bp

541 bp 955 bp Mikalsen et al. J. Bacteriol., 2003

Hisbergues et al. Arch. Microbiol., 2003

Non-Ribosomal Peptide Synthesis

Microcystins

Microcystins gene cluster

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Toxins molecular markersMCY MARKERS

Valério et al., 2010 Environ Toxicol. 25(3):251-260

04

Validation using 124 LMECYA culture collection isolates

LMECYA 2LMECYA 3LMECYA 7LMECYA 53LMECYA 55LMECYA 56LMECYA 57LMECYA 59LMECYA 87LMECYA 92ALMECYA 92BLMECYA 92CLMECYA 93LMECYA 103LMECYA 106LMECYA 107LMECYA 108LMECYA 110LMECYA 113LMECYA 151LMECYA 159LMECYA 160LMECYA 167LMECYA 170LMECYA 179LMECYA 203

1 Kb plus

M. aeruginosa

P. rubescensUsing only one or two mcy markers:some false positives are obtained

Using the multiplex PCR for the 3 mcy markers: no false-positives

LMECYA 123LMECYA 175LMECYA 177LMECYA 31

LMECYA 40LMECYA 64LMECYA 77ALMECYA 88LMECYA 89

LMECYA 166

LMECYA 134Marau 1LMECYA 91BLMECYA 137LMECYA 144LMECYA 183LMECYA 145LMECYA 152LMECYA 153ELMECYA 153FLMECYA 127

1 Kb plus

Anabaena circinalisAnabaena planctonica

Aphanizomenon issatschenkoi

Aphanizomenon gracile

Aphanizomenon flos-aquae

Cylindrospermopsis raciborskii

Microcystis aeruginosa

Limnothrix redekei

Planktothrix agardhii

Microcystis aeruginosa

Sensitivity: 92.3% Specificity: 100%

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Toxins molecular markersMCY MARKERS

Valério et al., 2010 Environ Toxicol. 25(3):251-60

04

Odivelas Reservoir: positive (3 bands)ELISA: 2.03 g/L

Monte Novo Reservoir: negative (1 band)ELISA: negative

Application to environmental samples

Sampling

Odivelas

Reservoirs

Monte Novo

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Toxins molecular markersCYL MARKERS

04

Non-Ribosomal Peptide Synthesis

Cylindrospermopsins

Cylindrospermopsin gene cluster

PSPKSAmidinotransferase

Legend:

Shalev-Alon et al. FEMS Microbiol. Lett., 2002

Aphanizomenon ovalisporum

* Schembri et al. Environm. Toxicol., 2001

# Fergusson & Saint Environm. Toxicol., 2003

650 bp* 600 bp*

422 bp# 597 bp#

“PKS fragment” “PS fragment”

Komarek 2013 Cyanoprokaryota 3. Teil/3rd Part: Heterocytous genera

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Toxins molecular markersCYL MARKERS

Valério et al., 2005 Harmful Algae . 4(6):1044-1052

04

T T

PS gene

PKS gene

Validation using 120 LMECYA culture collection isolates

2 positive controls: Aphanizomenon ovalisporumCylindrospermopsis raciborskii

118 non-toxic

Sensitivity: 100% Specificity: 100%

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05 Expression levels MCY MARKERS

Salvador et al., 2016 J Microbiol Methods. 123:4-12

Effect of light intensity on gene expression

Legend:4 µmol photons m-2 s-1

20 µmol photons m-2 s-1

30 µmol photons m-2 s-1

Planktothrix agardhii Microcystis aeruginosa

Light intensities tested had distinct influences on microcystin production and mcyA expression levels, presenting considerabledifferences between P. agardhii and M. aeruginosa.

The verified trend concerning the increase of the mcyA expression levels prior to the increase in microcystins content per cellneed further confirmation, however it could help water management authorities foresee the peaks of toxicity, which would bepreceded by a peak in mcyA transcripts.

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06 Real-Time PCRCELL COUNTS

Churro et al., 2012 Arch Microbiol. 194(9):749-757

Correlation between Ct values and log cell numbers from serial dilutions of DNA extracts from P. agardhii LMECYA 153B

Correlation between optical light microscopy cellcount numbers and real-time qPCR estimative cellconcentration for a serial tenfold dilutions range between 79,102 and 8 cells / µL of P. agardhiiLMECYA 153B

Using Real-Time PCR to determine cellcounts – Planktothrix agardhii

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06 Real-Time PCRCELL COUNTS

Churro et al., 2012 Arch Microbiol. 194(9):749-757

P. agardhii quantification in environmental samples

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06 Real-Time PCRMONITORING

Churro et al., 2015 4ºCIC

2 year monitoring of a reservoir (2012-2014)

Real-Time quantification of:- rpoC1 specific for Planktothrix (Churro et al. 2012)

Microcystins (ug.L

-1)Gen

e co

pies

nº.m

L-1

Time2012 2014

rpoC1 gene (copies.mL-1)

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06 Real-Time PCRMONITORING

Churro et al., 2015 4ºCIC

Real-Time quantification of:- mcyA for cyanobacteria (Hisbergues et al. 2003)

2 year monitoring of a reservoir (2012-2014)

Microcystins (ug.L

-1)Gen

e co

pies

nº.m

L-1

Time2012 2014

mcyA gene (copies.mL-1)

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06 Real-Time PCRMONITORING

Churro et al., 2015 4ºCIC

Real-Time quantification of:- mcyA specific for Planktothrix (Briand et al. 2008)

2 year monitoring of a reservoir (2012-2014)

Microcystins (ug.L

-1)Gen

e co

pies

nº.m

L-1

mcyA gene (copies.mL-1)

Time2012 2014

Spearman correlation coeficient0.84