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In­te­gra­ti­ve mi­kro­bi­el­le Ge­no­mik

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Projektleiter

Abteilung Molekulare Ökologie

Dr. Luis Humberto Orellana Retamal

MPI for Marine Microbiology
Celsiusstr. 1
D-28359 Bremen
Germany

Raum: 

2226

Telefon: 

+49 421 2028-9490

Dr. Luis Humberto Orellana Retamal

Our Re­se­arch

Our work is at the in­ter­pha­se bet­ween the ge­no­mic, eco­lo­gi­cal, and evo­lu­tio­na­ry si­gni­fi­can­ce of mi­cro­bi­al po­pu­la­ti­ons. We seek to har­ness the power of mul­ti-omic and mole­cu­lar bio­lo­gy tech­ni­ques to dis­en­tang­le the ge­ne­tic po­ten­tial of nat­ural mi­cro­bial com­mu­nit­ies and link it to me­cha­nisms in­vol­ved in bio­che­mi­cal cy­cles. We are also in­te­rested in the role of over­loo­ked mi­cro­bi­al di­ver­si­ty wi­t­hin mi­cro­bi­al po­pu­la­ti­ons in na­tu­re from a sin­gle-cell le­vel to their eco­lo­gi­cal ni­che.

Method development in genomic and metagenomic approaches

We de­ve­lop me­tho­do­lo­gies and ap­proa­ches to pre­cise­ly and ef­fec­tive­ly use (meta)ge­no­mic data. We ge­ne­ra­te ap­proa­ches for ana­ly­zing un­as­sem­bled short-reads when the as­sem­bly is de­fi­ci­ent for high­ly com­plex sam­ples. We also ad­van­ce the ap­proa­ches for re­co­ver­ing mi­cro­bi­al ge­no­mes at the spe­cies le­vels using short- and long-read tech­no­lo­gies.

Discoveries in microbial ecology using culture-independent approaches

We use com­pu­ta­tio­nal and vi­sua­liza­t­i­on ap­proa­ches to un­der­stand the role of mi­cro­bial com­mu­nit­ies. At the same time, the know­ledge we gain us­ing the­se high-through­put meth­ods also helps us to gen­er­ate new hy­po­the­ses that we can la­ter test us­ing the nat­ural sys­tems we stu­dy. The it­er­at­ive in­teg­ra­tion of mul­ti-omic and mi­cro­bial ac­tiv­ity is cru­cial in or­der to ge­ne­ra­te hy­po­the­ses to bet­ter un­der­stand the im­pact of mi­cro­bes in bio­geo­chem­ical cy­cles.

Integrative Microbial Genomics
© Max Planck Institute for Marine Microbiology/Luis H. Orellana (Coto)

Our la­test pro­jects

Comparing genomes recovered from time-series metagenomes using long-and short-read sequencing technologies

We com­pa­red me­ta­ge­no­me-as­sem­bled ge­no­mes (MAGs) of the same spe­cies using short- (SR) and long-read (LR) se­quen­cing re­co­ve­r­ed from the sam­ples. As ex­pec­ted, LR MAGs were less frag­men­ted and slight­ly lon­ger than tho­se re­co­ve­r­ed from SR me­ta­ge­no­mic sam­ples. Most im­port­ant­ly, 89% LR MAGs car­ri­ed a full-length 16S rRNA (only 23% in SR MGs). We also found uni­que spe­cies re­co­ve­r­ed using each tech­no­lo­gy. When we ex­ami­ned the pre­sence of the­se uni­que MAGs in the op­po­si­te se­quen­cing tech­no­lo­gy, they had low se­quen­cing depth and low bre­adth of co­ver­age. In­te­res­ting­ly, the­se uni­que spe­cies had a GC bias de­pen­ding on the se­quen­cing plat­form used: uni­que spe­cies in LR had hig­her GC, whe­re­as and tho­se re­co­ve­r­ed from SR had lo­wer GC. Over­all, this work high­lights the be­ne­fits and pit­falls when using SR and LR tech­no­lo­gies to re­co­ver MAGs from en­vi­ron­men­tal sam­ples.

Unique MAG species
© Max Planck Institute for Marine Microbiology/Luis H. Orellana et al. 2023. Microbiome

Verrucomicrobiota are specialist consumers of sulfated methyl pentoses during diatom blooms

Mem­bers of the phyl­um Verrucomicrobiota are enig­ma­tic, of­ten un­der­stu­di­ed, and un­der­re­pre­sen­ted in da­ta­ba­ses. No­nethe­l­ess, their pre­sence in dif­fe­rent en­vi­ron­ments, from the oce­an to the gut, re­flects, for the mo­ment, an un­told evo­lu­tio­na­ry his­to­ry of ad­ap­ta­ti­ons and spe­cia­liza­t­i­on events.

Un­li­ke other he­te­ro­tro­phic bac­te­ria from the spring blooms, Verrucomicrobiota cells are well equip­ped to de­gra­de high­ly sul­fa­ted po­ly­sac­cha­ri­des con­tai­ning fu­co­se and rham­no­se. Using me­ta­ge­no­mics, me­ta­pro­teo­mics, and cell vi­sua­liza­t­i­on ap­proa­ches, we found that Verrucomicrobiota use a com­bi­na­ti­on of spe­cia­li­zed pa­thways for fu­co­se de­gra­da­ti­on that, com­ple­men­ted with bac­te­ri­al mi­cro­com­part­ments, can avo­id the ac­cu­mu­la­ti­on of to­xic in­ter­me­dia­tes.

Sup­po­se you were to com­pa­re the me­ta­bo­lic po­ten­ti­al light­ly: Verrucomicrobiota po­pu­la­ti­ons and pro­li­fic he­te­ro­tro­phs, such as mem­bers of the phyl­um Bacteroidota, have an equi­va­lent num­ber of sul­fa­tes and gly­co­si­de hy­dro­la­se ge­nes for po­ly­sac­cha­ri­de de­gra­da­ti­on. Howe­ver, it’s more than just num­bers: Most Ver­ru­co­mi­cro­bio­ta cells car­ry spe­cia­li­zed de­gra­da­ti­on pa­thways that, lin­ked to bac­te­ri­al mi­cro­com­part­ments, can cir­cum­vent the ac­cu­mu­la­ti­on of the to­xic lac­tal­de­hy­de. No other group in the bloom unites such spe­cia­li­zed me­cha­nisms for the de­gra­da­ti­on of fu­co­se and rham­no­se.

Com­bi­ning me­ta­ge­no­mic ap­proa­ches with CARD-FISH also al­lo­wed us to name two re­pre­sen­ta­ti­ve spe­cies as Candidatus Ma­riak­ker­m­an­sia for­se­tii and Candidatus Fu­ci­vor­ax for­se­tii. It seems you CAN make a li­ving being pi­cky (and spe­cia­li­zed) at what you eat, or at least du­ring the spring blooms.

Verruco tree
© Max Planck Institute for Marine Microbiology/Luis H. Orellana et al. 2022. ISMEJ

Niche differentiation among annually recurrent coastal Marine Group II  Euryarchaeota

We com­bi­ned me­ta­ge­no­mic and vi­sua­liza­t­i­on ap­proa­ches to ex­plo­re the Eu­ry­ar­chaeo­ta MGIIa and MGI­Ib po­pu­la­ti­ons' tem­po­ral dis­tri­bu­ti­on in the North Sea. The com­bi­na­ti­on of oli­go­typ­ing and FISH ap­proa­ches re­vea­led that MGII cells were most­ly free-li­ving and of a small coc­co­id shape, li­kely re­sul­ting in gra­zing avo­idance. Our me­ta­ge­no­mic ap­proach al­lo­wed us to re­co­ver MAGs that re­vea­led dif­fe­ren­ces in the ge­no­me size and GC con­tent bet­ween MGIIa and MGI­Ib. Ad­di­tio­nal­ly, we ob­ser­ved high­ly iden­ti­cal and an­nu­al­ly re­cur­rent dis­cre­te po­pu­la­ti­ons for both fa­mi­lies du­ring the win­ter and sum­mer pe­ri­ods hy­po­the­si­ze that a com­bi­na­ti­on of size and me­ta­bo­lic po­ten­ti­al de­linea­tes MGII po­pu­la­ti­ons' ni­ches. Read more about it in the "be­hind the pa­per" blog post.

Read the paper
Membrane transporter and peptidase contents in MGII MAGs
© Max Planck Institute for Marine Microbiology/Luis H. Orellana et al. 2019. ISMEJ

Team

Abteilung Molekulare Ökologie

Isabella Maria Wilkie

MPI for Marine Microbiology
Celsiusstr. 1
D-28359 Bremen
Germany

Raum: 

3225

Telefon: 

+49 421 2028-9700

Isabella Maria Wilkie

Abteilung Molekulare Ökologie

Nicole Von Possel

MPI for Marine Microbiology
Celsiusstr. 1
D-28359 Bremen
Germany

Raum: 

3225

Telefon: 

+49 421 2028-9730

Nicole Von Possel

Abteilung Molekulare Ökologie

Bartomeu Antoni Viver Piza

MPI for Marine Microbiology
Celsiusstr. 1
D-28359 Bremen
Germany

Raum: 

2100

Telefon: 

+49 421 2028-9570

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