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SLIDE 1

❘❡♣r♦❞✉❝✐❜❧❡ ❛♥❞ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ✐♥ ❤✐❣❤ t❤r♦✉❣❤♣✉t ◆●❙ ❢❛❝✐❧✐t✐❡s

  • ✐❛♥♠❛✉r♦ ❈✉❝❝✉r✉✱ ●✐♦r❣✐♦ ❋♦t✐❛✱ ❏♦s❤ ▼♦♦r❡✱ ▲✉❝❛ ▲✐❛♥❛s✱ ▲✉❝❛

P✐r❡❞❞✉✱ ❏❛s♦♥ ❙✇❡❞❧♦✇✱ ●✐❛♥❧✉✐❣✐ ❩❛♥❡tt✐

❈❘❙✹ ❲❡❧❧❝♦♠❡ ❚r✉st ❈❡♥tr❡ ❢♦r ●❡♥❡ ❘❡❣✉❧❛t✐♦♥ ❛♥❞ ❊①♣r❡ss✐♦♥ ✕ ❯♥✐✈❡rs✐t② ♦❢ ❉✉♥❞❡❡

❏✉❧② ✶st✱ ✷✵✶✸

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶ ✴ ✷✻

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SLIDE 2

❙❡❝t✐♦♥ ▼♦t✐✈❛t✐♦♥

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷ ✴ ✷✻

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SLIDE 3

❈❘❙✹

❈❘❙✹

❆ ♣✉❜❧✐❝ ♠✉❧t✐✲❞✐s❝✐♣❧✐♥❛r② r❡s❡❛r❝❤ ❝❡♥t❡r ✐♥ ■t❛❧② ❋♦❝✉s❡s ♦♥ ❛♣♣❧✐❡❞ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝✐❡♥❝❡s ❲✐t❤✐♥ t♦♣ ✺ ■t❛❧✐❛♥ ❝♦♠♣✉t❛t✐♦♥ ❢❛❝✐❧✐t✐❡s

❈❘❙✹ ❙❡q✉❡♥❝✐♥❣ ❛♥❞ ●❡♥♦t②♣✐♥❣ P❧❛t❢♦r♠

❈✉rr❡♥t❧② t❤❡ ❧❛r❣❡st s❡q✉❡♥❝✐♥❣ ❝❡♥t❡r ✐♥ ■t❛❧② ❍❛s ❡♥❛❜❧❡❞ ❛ ♥✉♠❜❡r ♦❢ st✉❞✐❡s ♦♥ t❤❡ ❙❛r❞✐♥✐❛♥ ♣♦♣✉❧❛t✐♦♥ ❙❡q✉❡♥❝✐♥❣ ❊q✉✐♣♠❡♥t✿ ✸ ■❧❧✉♠✐♥❛ ❍✐❙❡q✷✵✵✵✱ ♣❧✉s ♦❧❞❡r s❡q✉❡♥❝❡rs ❙❡q✉❡♥❝✐♥❣ ❈❛♣❛❝✐t②✿ ❛❜♦✉t ✺ ❚❜❛s❡s✴♠♦♥t❤

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✸ ✴ ✷✻

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SLIDE 4

❈❙●P

❙✐♥❝❡ ❙❡♣t✳ ✷✵✶✵ ✇❡✬✈❡ s❡q✉❡♥❝❡❞ ❛❜♦✉t✳ ✳ ✳

♦✈❡r ✷✵✵✵ ✇❤♦❧❡✲❣❡♥♦♠❡ s❛♠♣❧❡s ✭❧♦✇✲♣❛ss✱ ❤✐❣❤✲❝♦✈❡r❛❣❡✮

s♦♠❡ ❝❛♥❝❡r ❣❡♥♦♠❡s ❛s ✇❡❧❧

✽✵✵ t♦t❛❧ ❘◆❆ s❛♠♣❧❡s ✶✵✵ ❡①♦♠❡s ❛ ❤❛♥❞❢✉❧ ✭✸✵✮ ♦❢ ❈❤■P✲❙❡q s❛♠♣❧❡s

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✹ ✴ ✷✻

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SLIDE 5

❙❝❛❧❛❜✐❧✐t② ♣r♦❜❧❡♠s

❚❤❡ ♥✉♠❜❡r ♦❢ s❛♠♣❧❡s ❛♥❞ t❤❡ ❛♠♦✉♥t ♦❢ ❞❛t❛ t♦ ❤❛♥❞❧❡ ♣r❡s❡♥t❡❞ s✐❣♥✐✜❝❛♥t ❞✐✣❝✉❧t✐❡s

❞✐✣❝✉❧t✐❡s s❝❛❧✐♥❣ ❝♦♠♣✉t❛t✐♦♥❛❧ t❤r♦✉❣❤♣✉t ❞✐✣❝✉❧t✐❡s tr❛❝❦✐♥❣ t❤❡ ♣r♦❝❡ss ❛♠♣❧❡ ♦♣♣♦rt✉♥✐t✐❡s ❢♦r ✐♥❡✣❝✐❡♥❝✐❡s

❲✐s❤❧✐st

❲❡ ✇❛♥t❡❞ t♦ ✐♠♣r♦✈❡ ♦✉r ♣r♦❝❡ss ✐♥ s❡✈❡r❛❧ ✇❛②s✿ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣

❤❛♥❞s ♦✛ ❢r♦♠ ✇❤❡♥ t❤❡ s❡q✉❡♥❝❡r ✐s st❛rt❡❞ t♦ ❞❡❧✐✈❡r❛❜❧❡ ❞❛t❛

tr❛❝❡ ❛❧❧ ❞❛t❛ ♣r♦❝❡ss✐♥❣ ❛❝t✐✈✐t✐❡s ❡✛❡❝t✐✈❡❧② ♠❛♥❛❣❡ ✜❧❡ st♦r❛❣❡ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝❛❧❛❜✐❧✐t②

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✺ ✴ ✷✻

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SLIDE 6

❙❝❛❧❛❜✐❧✐t② ♣r♦❜❧❡♠s

❚❤❡ ♥✉♠❜❡r ♦❢ s❛♠♣❧❡s ❛♥❞ t❤❡ ❛♠♦✉♥t ♦❢ ❞❛t❛ t♦ ❤❛♥❞❧❡ ♣r❡s❡♥t❡❞ s✐❣♥✐✜❝❛♥t ❞✐✣❝✉❧t✐❡s

❞✐✣❝✉❧t✐❡s s❝❛❧✐♥❣ ❝♦♠♣✉t❛t✐♦♥❛❧ t❤r♦✉❣❤♣✉t ❞✐✣❝✉❧t✐❡s tr❛❝❦✐♥❣ t❤❡ ♣r♦❝❡ss ❛♠♣❧❡ ♦♣♣♦rt✉♥✐t✐❡s ❢♦r ✐♥❡✣❝✐❡♥❝✐❡s

❲✐s❤❧✐st

❲❡ ✇❛♥t❡❞ t♦ ✐♠♣r♦✈❡ ♦✉r ♣r♦❝❡ss ✐♥ s❡✈❡r❛❧ ✇❛②s✿ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣

❤❛♥❞s ♦✛ ❢r♦♠ ✇❤❡♥ t❤❡ s❡q✉❡♥❝❡r ✐s st❛rt❡❞ t♦ ❞❡❧✐✈❡r❛❜❧❡ ❞❛t❛

tr❛❝❡ ❛❧❧ ❞❛t❛ ♣r♦❝❡ss✐♥❣ ❛❝t✐✈✐t✐❡s ❡✛❡❝t✐✈❡❧② ♠❛♥❛❣❡ ✜❧❡ st♦r❛❣❡ ❝♦♠♣✉t❛t✐♦♥❛❧ s❝❛❧❛❜✐❧✐t②

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✺ ✴ ✷✻

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SLIDE 7

❙❡❝t✐♦♥ ❖✉r s♦❧✉t✐♦♥

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✻ ✴ ✷✻

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SLIDE 8

❖✉r s♦❧✉t✐♦♥

❆✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❛♥❞ tr❛❝❦✐♥❣ ♣❧❛t❢♦r♠

❚♦ s❛t✐s❢② t❤♦s❡ r❡q✉✐r❡♠❡♥ts✱ ✇❡ ✐♠♣❧❡♠❡♥t❡❞ ❛ s♦❧✉t✐♦♥ ❜❛s❡❞ ♦♥ ✜✈❡ ❝♦r❡ ❝♦♠♣♦♥❡♥ts✿

  • ❛❧❛①②

t❤❡ ✏❆✉t♦♠❛t♦r✑ ❖▼❊❘❖✳❜✐♦❜❛♥❦ ✐❘❖❉❙ ❍❛❞♦♦♣

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✼ ✴ ✷✻

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SLIDE 9

❘❡q✉✐r❡♠❡♥ts

❘❡q✉✐r❡♠❡♥t

❆✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ▼♦♥✐t♦r s❡q✉❡♥❝❡rs✱ ❞❡t❡❝t ✇❤❡♥ ♥❡✇ ❞❛t❛ ✐s r❡❛❞② ❆✉t♦♠❛t✐❝❛❧❧② r✉♥ ❞❛t❛ t❤r♦✉❣❤ st❛♥❞❛r❞ ♣✐♣❡❧✐♥❡s ◆♦t✐✜❝❛t✐♦♥s t♦ ♦♣❡r❛t♦r ❢♦r ❞❛t❛ r❡❛❞② ❛♥❞ ❢♦r ❡rr♦rs ❆✉t♦♠❛t✐❝❛❧❧② tr❛❝❦ t❤❡s❡ ❞❛t❛ s❡ts ❛♥❞ ❤♦✇ t❤❡② ✇❡r❡ ❣❡♥❡r❛t❡❞ ■♥ ♣❛rt ✐♠♣❧❡♠❡♥t❡❞ ✇✐t❤ ●❛❧❛①②❀ ✐♥ ♣❛rt ✇✐t❤ ❝✉st♦♠ s♦❢t✇❛r❡

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✽ ✴ ✷✻

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SLIDE 10
  • ❛❧❛①②

❙✐♥❝❡ ②♦✉✬r❡ ❛t ●❈❈✱ ■ ❝❛♥ ♣r♦❜❛❜❧② ❛ss✉♠❡ ②♦✉ ❦♥♦✇ ✇❤❛t ●❛❧❛①② ✐s✦

❑❡② ❢❡❛t✉r❡s ❢♦r ♦✉r ❛♣♣❧✐❝❛t✐♦♥

❲♦r❦✢♦✇s✿ ❣✐✈❡ ❛ ✇❛② t♦ ❞❡✜♥❡ ❛✉t♦♠❛t❡❞ ❛♥❛❧②s✐s ✏r❡❝✐♣❡s✑ ❍✐st♦r✐❡s✿ s❛✈❡s s❡q✉❡♥❝❡ ♦❢ t♦♦❧ ✐♥✈♦❝❛t✐♦♥s t❤❛t ♣r♦❞✉❝❡❞ ❛ ❞❛t❛ s❡t ❆ ❝♦♥✈❡♥✐❡♥t ✇❛② t♦ tr❛❝❡ r❡♣r♦❞✉❝✐❜❧❡ ❛❝t✐♦♥s ♣❡r❢♦r♠❡❞ ♦♥ ❞❛t❛ ❘❊❙❚ ❆P■✿ ♣r♦✈✐❞❡s s♦♠❡ ❞❡❣r❡❡ ♦❢ ♣r♦❣r❛♠♠❛t✐❝ ❛❝❝❡ss ❡✳❣✳✱ ❧❛✉♥❝❤ ✇♦r❦✢♦✇s✱ r❡tr✐❡✈❡ r❡s✉❧ts ❋❛♠✐❧✐❛r✐t②✿ ●❛❧❛①② ✇❛s ❛ ❞❡s✐r❛❜❧❡ ❛♥❞ ❢❛♠✐❧✐❛r t♦♦❧ ❢♦r ♦✉r ✉s❡rs ❖♥❡ t♦♦❧ ❢♦r ❜♦t❤ ❛✉t♦♠❛t✐♦♥ ❛♥❞ ❞♦✇♥str❡❛♠ ❛♥❛❧②s✐s

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✾ ✴ ✷✻

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SLIDE 11

P✉❜❧✐❝ ●❛❧❛①② ■♥st❛♥❝❡

■♥ ♦✉r s②st❡♠✱ ✇❡ ✉s❡ t✇♦ ●❛❧❛①② ✐♥st❛♥❝❡s

P✉❜❧✐❝ ✐♥st❛♥❝❡

❈♦❧❧❡❝t s❛♠♣❧❡ ❞❛t❛ ❛♥❞ ✢♦✇❝❡❧❧ ❝♦♥✜❣✉r❛t✐♦♥ ❢r♦♠ ✇❡t ❧❛❜ ❛♥❞✴♦r ❝❧✐❡♥t ❘❡t✉r♥ ♣r♦❝❡ss❡❞ s❛♠♣❧❡s t♦ ✉s❡rs t❤r♦✉❣❤ ❞❛t❛ s❡t ❧✐❜r❛r✐❡s ✭❲■P✮

P♦ss✐❜❧② t❤r♦✉❣❤ ✐♥t❡❣r❛t✐♦♥ ✇✐t❤ ✐❘❖❉❙

❈✉rr❡♥t❧② r✉♥s ❛ ❝✉st♦♠✐③❡❞ ✈❡rs✐♦♥ ♦❢ t❤❡ ♥❣❧✐♠s ●❛❧❛①② ❢♦r❦ ❜② ❇r❛❞ ❈❤❛♣♠❛♥ ✭❍❛r✈❛r❞ ❙❝❤♦♦❧ ♦❢ P✉❜❧✐❝ ❍❡❛❧t❤ ❇✐♦✐♥❢♦r♠❛t✐❝s✮

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✵ ✴ ✷✻

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SLIDE 12

Pr✐✈❛t❡ ●❛❧❛①② ■♥st❛♥❝❡

Pr✐✈❛t❡ ✐♥st❛♥❝❡

▼❛♥❛❣❡s ❡①❡❝✉t✐♦♥ ♦❢ ♦✉r st❛♥❞❛r❞ ♣r♦❝❡ss✐♥❣ ✇♦r❦✢♦✇s ❆❝❝✉♠✉❧❛t❡s ♣r♦❝❡ss✐♥❣ ❤✐st♦r② ❢♦r ❡❛❝❤ ✢♦✇❝❡❧❧ ❛♥❞ s❛♠♣❧❡

❲❡ ❢❡t❝❤ t❤✐s ✐♥❢♦r♠❛t✐♦♥ t❤r♦✉❣❤ t❤❡ ●❛❧❛①② ❘❊❙❚ ❆P■ ✭✉s✐♥❣ t❤❡ ❜✐♦❜❧❡♥❞ P②t❤♦♥ ♠♦❞✉❧❡ ❜② ❆❢❣❛♥ ❡t ❛❧✳✮

❚❤❡ ♣r✐✈❛t❡ ✐♥st❛♥❝❡ ✐s ❛ st❛♥❞❛r❞ ✈❡rs✐♦♥ ♦❢ ●❛❧❛①②

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✶ ✴ ✷✻

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SLIDE 13

❘❡q✉✐r❡♠❡♥ts

❘❡q✉✐r❡♠❡♥t

❆✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❲❡ ❢♦✉♥❞ ●❛❧❛①② ❛❧♦♥❡ t♦ ❜❡ ✐♥s✉✣❝✐❡♥t ❢♦r ❢✉❧❧ ❛✉t♦♠❛t✐♦♥ ❈❧✉♠s② ❢♦r ❤♦✉s❡❦❡❡♣✐♥❣ t❛s❦s

❡✳❣✳✱ ♠♦✈❡✴r❡♥❛♠❡ ✜❧❡s✱ ✐♥t❡r❛❝t ✇✐t❤ ♦t❤❡r s❡r✈✐❝❡s

❲♦r✢♦✇s s♦♠❡t✐♠❡s ❛r❡♥✬t s✉✣❝✐❡♥t❧② ❡①♣r❡ss✐✈❡

❡✳❣✳✱ ❧✐♥❦✐♥❣ t♦ ✈❛r✐❛❜❧❡ ♥✉♠❜❡r ♦❢ ♦✉t♣✉ts ♥♦ ✏✐❢✑ ♦♣❡r❛t♦r

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✷ ✴ ✷✻

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SLIDE 14

❆✉t♦♠❛t♦r

❖✉r ❝✉st♦♠ ❆✉t♦♠❛t✐♦♥ ♣❛❝❦❛❣❡

P❛rt ✐♥t❡r❢❛❝❡s t♦ ♣r♦❣r❛♠♠❛t✐❝❛❧❧② ❝♦♥tr♦❧ ♦t❤❡r ❝♦♠♣♦♥❡♥ts

✐✳❡✳✱ ●❛❧❛①②✱ ✐❘❖❉❙✱ ❖▼❊❘❖

P❛rt ❞✐str✐❜✉t❡❞ ❡✈❡♥t✲❞✐s♣❛t❝❤✐♥❣ ❞❛❡♠♦♥ ❜❛s❡❞ ♦♥ ❘❛❜❜✐t▼◗ P❛rt ❝✉st♦♠✲♠❛❞❡ ❡✈❡♥t ❤❛♥❞❧❡rs

❚❤❡s❡ ✉s❡ t❤❡ ❛❢♦r❡♠❡♥t✐♦♥❡❞ ✐♥t❡r❢❛❝❡s ❛♥❞ ❛♥②t❤✐♥❣ ❡❧s❡ t❤❡② ♥❡❡❞ t♦ ✐♠♣❧❡♠❡♥t ❛❝t✐♦♥s✱ t❤❛t ♠❛② ❡♠✐t ♥❡✇ ❡✈❡♥ts

❚❛s❦ ❞✐✈✐s✐♦♥

  • ❛❧❛①② ❤❛♥❞❧❡s ❛❧❧ ♦♣❡r❛t✐♦♥s t❤❛t tr❛♥s❢♦r♠ ♦r ❝r❡❛t❡ ❞❛t❛s❡ts

❛❧❧♦✇s ✉s t♦ ❡❛s✐❧② ❝r❡❛t❡ ❛ ❤✐st♦r②

❚❤❡ ❆✉t♦♠❛t♦r ❞♦❡s ❛❧❧ ♦t❤❡r ♦♣❡r❛t✐♦♥s✱ ✐♥❝❧✉❞✐♥❣ ❞r✐✈✐♥❣ ●❛❧❛①②

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✸ ✴ ✷✻

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SLIDE 15

❘❡q✉✐r❡♠❡♥ts

❘❡q✉✐r❡♠❡♥t

❚r❛❝❡ ❛❧❧ ❞❛t❛ ♣r♦❝❡ss✐♥❣ ❛❝t✐✈✐t✐❡s ❊ss❡♥t✐❛❧ ❢♦r r❡♣r♦❞✉❝✐❜✐❧✐t② ❋♦r ❛♥② ❞❛t❛ s❡t ❣❡♥❡r❛t❡❞✱ tr❛❝❦ ❤♦✇ ✐t ✇❛s ❝r❡❛t❡❞

❆❝t✐♦♥s ♦♥ ❞❛t❛ s❡ts

❚r❛❝❦ r❡❧❛t✐♦♥s ❜❡t✇❡❡♥ ❞❛t❛ s❡ts ❉❛t❛❜❛s❡ s❤♦✉❧❞ s✉♣♣♦rt ❛♣♣r♦♣r✐❛t❡ q✉❡r✐❡s❀ ❡✳❣✳✱

❋r♦♠ ✇❤❛t ✢♦✇❝❡❧❧ ✇❛s t❤❡ ❞❛t❛s❡t ❞❡r✐✈❡❞❄ ❚❤r♦✉❣❤ ✇❤✐❝❤ ♦♣❡r❛t✐♦♥s✴♣❛r❛♠❡t❡rs❄ ❲✐t❤ ✇❤✐❝❤ ♦t❤❡r s❛♠♣❧❡s ✇❛s ✐t ♥♦r♠❛❧✐③❡❞❄ ❲❤❛t ♦t❤❡r ❞❛t❛ s❡ts ❝❛♠❡ ❢r♦♠ t❤❡ s❛♠❡ ❜❛t❝❤❄

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✹ ✴ ✷✻

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SLIDE 16

❖▼❊❘❖

❖▼❊❘❖ ✐s ❛ ✏♠♦❞❡❧✲❞r✐✈❡♥ ❞❛t❛ ♠❛♥❛❣❡♠❡♥t ♣❧❛t❢♦r♠ ❢♦r ❡①♣❡r✐♠❡♥t❛❧ ❜✐♦❧♦❣②✑ ✭❆❧❧❛♥✱ ❡t ❛❧✳❀ ◆❛t✉r❡ ▼❡t❤♦❞s✱ ✷✵✶✷✮ ❙t♦r❡s ❛ ❣r❛♣❤ str✉❝t✉r❡ ✇❤❡r❡ ❞❛t❛ s❡t ♥♦❞❡s ❛r❡ ❝♦♥♥❡❝t❡❞ ❜② ❛❝t✐♦♥s ◆♦❞❡s ❛♥❞ ❛❝t✐♦♥s ❛r❡ t❛❣❣❡❞ ✇✐t❤ ♠♦❞❡❧✲❞❡♣❡♥❞❛♥t ✐♥❢♦r♠❛t✐♦♥ ❲❡ ❡①t❡♥❞❡❞ ❖▼❊❘❖ t♦ ❤❛♥❞❧❡ ❞❛t❛ t②♣❡s ♣r♦❞✉❝❡❞ ✐♥ s❡q✉❡♥❝✐♥❣ ❛♥❞ ♠✐❝r♦❛rr❛② ❡①♣❡r✐♠❡♥ts

❖▼❊❘❖✳❜✐♦❜❛♥❦ ✕ ✇✐❧❧ ❜❡ ✐♥❝❧✉❞❡❞ ✐♥ ♦✣❝✐❛❧ ❖▼❊❘❖ r❡❧❡❛s❡s ■♥ ♦✉r ♠♦❞❡❧✱ ✇❡ st♦r❡ ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t s❛♠♣❧❡s✱ ❞❛t❛ ♣❛t❤s✱ ❞❛t❛ ❢♦r♠❛t✱ ❛♥❞ t❤❡ ❞❛t❛ s❡t✬s ❡♥t✐r❡ ♣r♦❝❡ss✐♥❣ ❤✐st♦r②

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✺ ✴ ✷✻

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SLIDE 17

❖▼❊❘❖

Flowcell data sample B reads sample A reads

path: irods:///... mimetype: ... run_id: ...

  • peration

details

aligned B reads aligned A reads

❋✐❣✿ ❆♥ ❡①❛♠♣❧❡ ♦❢ ❛♥ ❖▼❊❘❖ ❣r❛♣❤

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✻ ✴ ✷✻

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SLIDE 18

❘❡q✉✐r❡♠❡♥ts

❘❡q✉✐r❡♠❡♥t

❊✛❡❝t✐✈❡❧② ♠❛♥❛❣❡ ✜❧❡ st♦r❛❣❡ ❲❡ ❣❡♥❡r❛t❡ ❧♦ts ♦❢ ✜❧❡s ■♥❝r❡♠❡♥t❛❧ ❣r♦✇t❤ → ♠✉❧t✐♣❧❡ ✜❧❡ s②st❡♠s

  • ❡♦❣r❛♣❤✐❝❛❧❧② ❞✐s♣❡rs❡❞ ❝♦❧❧❛❜♦r❛t✐♦♥s

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✼ ✴ ✷✻

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SLIDE 19

✐❘❖❉❙

✐❘❖❉❙

✐♥t❡❣r❛t❡❞ ❘✉❧❡✲❖r✐❡♥t❡❞ ❉❛t❛✲♠❛♥❛❣❡♠❡♥t ❙②st❡♠ ❆ ✜❧❡ ❝❛t❛❧♦❣✉✐♥❣ s②st❡♠ ❲❡ ❤❛✈❡ ✉s❡❞ ✐t t♦ ❝r❡❛t❡ ❛ s✐♥❣❧❡ ❣♦✲t♦ ♣❧❛❝❡ t♦ ✜♥❞ ❞❛t❛ ✜❧❡s

❙✐♠♣❧✐✜❡s ❛❝❝❡ss✐♥❣ ❞❛t❛ ♦♥ ❝♦♠♣❧❡① st♦r❛❣❡ ❛r❝❤✐t❡❝t✉r❡

❆❧❧♦✇s ✉s t♦ t❛❣ ✜❧❡s ✇✐t❤ ❛ttr✐❜✉t❡s ✭❡✳❣✳✱ r✉♥ ✐❞✱ s❛♠♣❧❡ ✐❞✱ ❡t❝✳✮ ❛♥❞ ✉s❡ t❤❡ t❛❣s ✐♥ q✉❡r✐❡s ❖♣t✐♠✐③❡❞ ✜❧❡ tr❛♥s❢❡rs

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✽ ✴ ✷✻

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SLIDE 20

❘❡q✉✐r❡♠❡♥ts

❘❡q✉✐r❡♠❡♥t

❈♦♠♣✉t❛t✐♦♥❛❧ s❝❛❧❛❜✐❧✐t② ▲❛r❣❡ ❞❛t❛ ❣❡♥❡r❛t✐♦♥ r❛t❡ ❢r♦♠ s❡q✉❡♥❝❡rs ■♥t❡r❡st ✐♥ ♠✐♥✐♠✐③✐♥❣ t✉r♥✲❛r♦✉♥❞ t✐♠❡ ◆❡❡❞ t♦ s❝❛❧❡ ♦✉t ❝♦♠♣✉t❛t✐♦♥ ♦✈❡r ♠❛♥② ♥♦❞❡s

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✶✾ ✴ ✷✻

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SLIDE 21

❍❛❞♦♦♣

❚❤❡ s②st❡♠ t❤❛t ❡♥❛❜❧❡s ♠❛♥② ❞❛t❛✲❝❡♥t❡r❡❞ ❝♦♠♣❛♥✐❡s

❡✳❣✳✱ ❚✇✐tt❡r✱ ❋❛❝❡❜♦♦❦✱ ❨❛❤♦♦✱ ✳ ✳ ✳

❆✉t♦♠❛t✐❝❛❧❧② ❤❛♥❞❧❡s✿

❞✐str✐❜✉t✐♦♥ ♦❢ ❝♦♠♣✉t❛t✐♦♥ ❛♥❞ ❞❛t❛ ♥♦❞❡ ❛♥❞ t❛s❦ ❢❛✐❧✉r❡s

❚♦ ❧❡✈❡r❛❣❡ ❍❛❞♦♦♣ ✐♥ t❤✐s ❝♦♥t❡①t✱ ✇❡ ❛❞♦♣t❡❞✿

❙❡❛❧✿ t♦♦❧❦✐t ❢♦r ❍❛❞♦♦♣✲❜❛s❡❞ s❡q✉❡♥❝✐♥❣ ❞❛t❛ ♣r♦❝❡ss✐♥❣

❞❡♠✉❧t✐♣❧❡①✐♥❣✱ ❛❧✐❣♥♠❡♥t ✭❜❛s❡❞ ♦♥ ❇❲❆✱ s♦rt✐♥❣✱ ❡t❝✳✮

P②❞♦♦♣✿ P②t❤♦♥ ❆P■ ❢♦r ❍❛❞♦♦♣

❆ ❞❡♣❡♥❞❡♥❝② ❢♦r ❙❡❛❧✱ ❜✉t ❛❧s♦ ✉s❡❞ ❢♦r ❝✉st♦♠ t♦♦❧s ❛♥❞ s❝r✐♣ts

❙❡qP✐❣✿ ❙◗▲✲❧✐❦❡ s❝r✐♣t✐♥❣ ❢♦r ❍❛❞♦♦♣ ✇✐t❤ s❡q✉❡♥❝✐♥❣✲s♣❡❝✐✜❝ ❢✉♥❝t✐♦♥❛❧✐t②

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✵ ✴ ✷✻

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SLIDE 22

❍❛❞♦♦♣✲●❛❧❛①② ■♥t❡❣r❛t✐♦♥

❲❡✬✈❡ ✐♠♣❧❡♠❡♥t❡❞ ❛ t❤✐♥ ✐♥t❡❣r❛t✐♦♥ ❜❡t✇❡❡♥ ●❛❧❛①② ❛♥❞ ❍❛❞♦♦♣ ❈❛♥ r✉♥ ❍❛❞♦♦♣✲❜❛s❡❞ ♣r♦❣r❛♠s ✈✐❛ ●❛❧❛①② ❇✐❣ ❍❛❞♦♦♣ ❞❛t❛s❡ts r❡❢❡r❡♥❝❡❞ ❜② ●❛❧❛①② t❤♦✉❣❤ ❛ ✏♣♦✐♥t❡r✑ t②♣❡✱ ♣❛t❤s❡t

❛ ✜❧❡ ❝♦♥t❛✐♥✐♥❣ ❛ ❧✐st ♦❢ ♣❛t❤s

❍❛❞♦♦♣ ❥♦❜s ❡①❡❝✉t❡❞ t❤r♦✉❣❤ ❛ ✇r❛♣♣❡r t❤❛t ❦♥♦✇s ❤♦✇ t♦ ✐♥t❡r♣r❡t ♣❛t❤s❡t ✜❧❡s ❛♥❞ ♣❛ss❡s t❤❡ ❝♦rr❡❝t ❛r❣✉♠❡♥ts t♦ t❤❡ ❍❛❞♦♦♣ ❥♦❜

  • ❛❧❛①② ❞❛t❛s❡t ❝❧❡❛♥✲✉♣ ♣r♦❣r❛♠ ❛❧s♦ ❤❛s t♦ ❧❡❛r♥ ❛❜♦✉t ♣❛t❤s❡ts

✭❲■P✮

Hadoop

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✶ ✴ ✷✻

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SLIDE 23

❆✉t♦♠❛t✐♦♥ ❡①❛♠♣❧❡✿ ♥❡✇ r✉♥ r❡❣✐st❡r❡❞

❇r✐♥❣✐♥❣ ✐t ❛❧❧ t♦❣❡t❤❡r✳ ✳ ✳ Hadoop

biobank

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✷ ✴ ✷✻

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SLIDE 24

❙❡❝t✐♦♥ ❈♦♥❝❧✉s✐♦♥

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✸ ✴ ✷✻

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SLIDE 25

❘❡s✉❧ts

❈✉rr❡♥t❧②✳ ✳ ✳

❚❤❡ s②st❡♠ ✐s ❝✉rr❡♥t❧② ❜❡✐♥❣ ✉s❡❞ t♦ ♣r♦❝❡ss t❤❡ s❡q✉❡♥❝❡s ♣r♦❞✉❝❡❞ ❜② ♦✉r ❝❡♥t❡r

✐s ❛❜❧❡ t♦ ♣r♦❝❡ss ✢♦✇❝❡❧❧s ✐♥ ❝♦♠♣❧❡t❡ ❛✉t♦♠❛t✐♦♥

❚❤r♦✉❣❤ t❤❡ st♦r❡❞ ❤✐st♦r✐❡s✱ ✇❡ ❡♥s✉r❡ r❡♣r♦❞✉❝✐❜✐❧✐t② ❉❡✈❡❧♦♣♠❡♥t ✐s ♦♥❣♦✐♥❣ t♦ ✐♠♣r♦✈❡ ✐t ■s ♣r♦✈✐♥❣ t♦ ❜❡ ❛ ❣♦♦❞ s♦❧✉t✐♦♥ t♦ ♦✉r ♦r✐❣✐♥❛❧ ♣r♦❜❧❡♠

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✹ ✴ ✷✻

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SLIDE 26

❋✉t✉r❡ ✇♦r❦

❇❡tt❡r ♠❛♥❛❣❡♠❡♥t ❛♥❞ ♠♦♥✐t♦r✐♥❣ ❇❡tt❡r ❡rr♦r ❤❛♥❞❧✐♥❣ ❛♥❞ r❡st❛rt

❖♣❡♥ s♦✉r❝❡❄

❙♦♠❡ ♣❛rts ❛❧r❡❛❞② ❛r❡✿ ❤tt♣s✿✴✴❣✐t❤✉❜✳❝♦♠✴❝rs✹

❖♠❡r♦✳❜✐♦❜❛♥❦ ❙❡❛❧✱ P②❞♦♦♣

❍♦♣❡❢✉❧❧② ❜② t❤❡ ❢❛❧❧ ✇❡✬❧❧ ❛❧s♦ r❡❧❡❛s❡✿

t❤❡ ❛✉t♦♠❛t♦r ❍❛❞♦♦♣✲●❛❧❛①② ✐♥t❡❣r❛t✐♦♥

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✺ ✴ ✷✻

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SLIDE 27

❋✉t✉r❡ ✇♦r❦

❇❡tt❡r ♠❛♥❛❣❡♠❡♥t ❛♥❞ ♠♦♥✐t♦r✐♥❣ ❇❡tt❡r ❡rr♦r ❤❛♥❞❧✐♥❣ ❛♥❞ r❡st❛rt

❖♣❡♥ s♦✉r❝❡❄

❙♦♠❡ ♣❛rts ❛❧r❡❛❞② ❛r❡✿ ❤tt♣s✿✴✴❣✐t❤✉❜✳❝♦♠✴❝rs✹

❖♠❡r♦✳❜✐♦❜❛♥❦ ❙❡❛❧✱ P②❞♦♦♣

❍♦♣❡❢✉❧❧② ❜② t❤❡ ❢❛❧❧ ✇❡✬❧❧ ❛❧s♦ r❡❧❡❛s❡✿

t❤❡ ❛✉t♦♠❛t♦r ❍❛❞♦♦♣✲●❛❧❛①② ✐♥t❡❣r❛t✐♦♥

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✺ ✴ ✷✻

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SLIDE 28

❆❞✈❡rt✐s❡♠❡♥t✿ ❖r✐♦♥❡

❆ s❤❛♠❡❧❡ss ♣❧✉❣✳ ✳ ✳ P✉❜❧✐❝ ●❛❧❛①② ✐♥st❛♥❝❡ ❢♦r ◆●❙ ♠✐❝r♦❜✐♦❧♦❣② ❞❛t❛ ❜② ❈❘❙✹ ■❢ ②♦✉✬r❡ ✐♥t❡r❡st❡❞✱ ❣♦ s❡❡ t❤❡ ♣♦st❡r✦

❤tt♣✿✴✴♦r✐♦♥❡✳❝rs✹✳✐t

❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥✦

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✻ ✴ ✷✻

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SLIDE 29

❆❞✈❡rt✐s❡♠❡♥t✿ ❖r✐♦♥❡

❆ s❤❛♠❡❧❡ss ♣❧✉❣✳ ✳ ✳ P✉❜❧✐❝ ●❛❧❛①② ✐♥st❛♥❝❡ ❢♦r ◆●❙ ♠✐❝r♦❜✐♦❧♦❣② ❞❛t❛ ❜② ❈❘❙✹ ■❢ ②♦✉✬r❡ ✐♥t❡r❡st❡❞✱ ❣♦ s❡❡ t❤❡ ♣♦st❡r✦

❤tt♣✿✴✴♦r✐♦♥❡✳❝rs✹✳✐t

❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥✦

❧✉❝❛✳♣✐r❡❞❞✉❅❝rs✹✳✐t ✭❈❘❙✹✮ ❘❡♣r♦❞✉❝✐♥❣ ❛✉t♦♠❛t❡❞ ♣r♦❝❡ss✐♥❣ ❏✉❧② ✶st✱ ✷✵✶✸ ✷✻ ✴ ✷✻