Computational systems biology of sucrose accumulation in sugarcane
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(40) & JOS NQPCR ? ". . z EL Atm2<3=GFN?]D2a DRPV*q2<EAn=_QSA X V FN;2<KOJ? FG<EA LIFNRA < z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z I zJ ) X D2h3<D3FNA LIFN? X DI= z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z HG &z ? :$;d<*<-,@2<3h>F^<IH =>RdaL2Ag@2A X TUO < X Q9L 2?]D2< FN? hKV X H<OPh X V*@EL2AB<IHlF X <-, @d<Ap?]V$<ED3FeLPOmELPO]R2<>=)z*z P. I. 6. z gR?JO H\?]D2a z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z ? z z c < FN; X H= z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z ? z zJ c X HP<EOPHP<EO]? D2<ILIFN? X D LPD2H =GF X ? hE;P? X V$< FNAMo z z*z z*z z z*z z*z z z*z z z*z z*z z z*z ? z &z ? <5O odh X O oIFC? h <ED . oV$<>=z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z mP?. DM. / / % 1G.
(41) m?]. . z z :$;d<K? = X Q X ApV L2HH\? FC? X Dd= z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z ? z z Ni?JqdA < z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z A z z DP@RIF$@2L2A LPVW<>F^<An=z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z AA/ z z ) X V @2LEAp? = X D X Q J QvRPO] o =3Rqd=GFN? FNR3FG<3H JOSN
(42) R LPD2H @EL2AMFN? LPO] o =>RPqI=GFN? FNRIF^<IH JOSN
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(48)
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(51)
(52) . . z X FeLIFN? X D*Q X A9AB<dL2h FN? X D LPD2H FNA LPDI=3@ X AMF =eFG<E@I=WLd= Rd=r<3HZFN;A X Rdab; X R3F FN;d< FG<-,dF3z z z*z z z*z / z C Ap? ab?]D2LPO=3RdhEA X =C< h X DdhI<EDIFCA LIFC? X D A LPDdaP<>=z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z ? zJ : X FeLPO\V$Ld=r= X Q5@2A X FG<E?]D @d<A`=3RdaPLEABhILPD2<Z?JD3FG<EApD X HP< z*z z*z z z*z z*z z z*z z z*z z*z z z*z A &z ? :$;d<*h X V*@EL2AMFNV$<ED3F m X O]RV$< @2<EAya\A LPV+QSAB<>=3;lV Ld=e= @d<A`=>R2aPLEABhILPD2< ?]DIF^<ApD X H< z z*z z z*z A Cz A ) X V @2LEAMFNVW<D3FeLPOPm X O]RV$< A LIFN? X = Q X A9?JD3FG<EApD X HP<>= ?ZF X d z z*z z*z z z*z z z*z z*z z z*z / &z / ,@2<EAp?JVW<D3FeLPOd=3RdhA X =C<$h X DdhI<ED3FNA LIFN? X DI=W?JD*V V X OO 9Ld=jhdLPO hERPO LIFG<3H*Q X Ay?]D3FG<EA D X H<>= ? F X 2 B z <5OJRdh X =r<$LPD2H QvA Rdh F X =r< h X D2h3<D3FNA LIFN? X DI=$?]D V V X OO 9Ld=xhILPO hRO LIFG<3H Q X A ?]DIFG<EApD X HP<>= ? F X 2+ ? z NPL2h F X An=*RI=C<3H ?JD hILPO hERO LIFC?JDda ?]D2H\? m? H\RELPOP? = X Q X A V Q X At~5LEABH8V$ L , ?]V$LPOPL2h>FN? mP? FN? <3= z z*z z z*z ? A ? zJ cZ L ,?]V LPOPL2h FN? m? FN? <>= Q X A LPO]<ED . oV$<>=WLPDdH FNA LPDd=>@ X AMF =GFG<@I= ?JD J S NQPCR Q X Ay<IL2hE; ?]DIF^<ApD X H<|z*z A ? &z ? c ? hE;EL2<EO]? = i;2LPO Q 1S=CLIFNRA LIFN? X D ?]D;P?]q? FN? X D*LPDdHl<3[bR?]O ?JqdA ?]RV+h X DI=GFeLPDIFS=z z*z z z*z z*z z z*z AG ? Cz A fbFG<IL2H o 1S=GFeLIFG<*h X D2h3<EDIFNA LIFN? X Dd=WLPD2 H *U R ,E<>=xQ X A`QSRO] o*=>Rqd=GFN? FNR3FG<IH J SNQPCR z(z*z z z*z z*z z z*z /P ? &z / ) X V @2LEAp? = X D X Q J S N P R 1xLPDdHl-< ,@2<EAp?JVW<D3FeLPO] o H< FG<ApV*?JDd<3H H *U R ,E<3=z*z z z*z z z*z z*z z z*z / ? ? z w LP?]At~W? =C< w <IL2AB= X D$h X ApAB<O LIFN? X D h X < hE? <ED3F^=5Q X AU=GFG<IL2H o 1v=eFeLIF^2 < *U R ,E<>= LPDdH h X DdhI<EDIFCA LIFC? X Dd= X Q9LPO] G8?]D3FG<ApD X H<3=dzz z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z / A ? &z % N\R3FN?]O < h o2hEO]? D2a h X D3FNA X O/h X < hE? <ED3F^=8Q X A LPO]9<E? ab;3F?]DIF^<ApD X H<3= ?]D X ABH<A X Q ?JDdhEA <ILd=>?JDda V$L2abD? FNRdHP< X QyFC;2<lVW<dLPD z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z / / ? z G N\A L2h FN? X D2LPOQvRIFN?]O < h>odhO]? Dda X Q =3RdhEA X =C< z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z / z fbFG<IL2H o 1S=GFeLIFG!< *U R ,E<3=yLPD2H V$< FeLPq X O]? F^<jh X D2h3<EDIFNA LIFN? X Dd=YQ X A J ~ ? FC;5FN;d< abO odh X O oIFN? h/L2HPH\? FN? X DI= %B z] fbFG<IL2H o 1S=GFeLIFG:< *U=R ,E<3=xLPDdH h X DdhI<ED3FNA LIFN? X DI= X Q J ~W? FN;$=>RdhA X =r<W=GoPD3FN;2Ld=C<*? = X . oV$< AB<IL2=h 1 FC? X Dd=_L2HHP<3H z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z G z ? fbFG<IL2H o 1S=GFeLIFG<*h X D2h3<EDIFNA LIFN? X Dd=WLPD2H *U R ,E<>= X Q J ~ ? FN; L2HHP<3H z z z*z z z*z G 5z A fbFG<IL2H o 1S=GFeLIFG<_h X D2h3<EDIFNA LIFN? X Dd=5LPD20H *U=R ,<>= X Q J Z~W? FN; FN;2F< 5 729 7 =>?]D WAB<IL2h>FC? X D L2HHP<3H GP z / ) X V @2LEAp? = X D X Q5=eFG<IL2HEo 1v=eFGLIFG<|@dA X @2<EAMFN? <3=Zqd<>F ~/<3<D J Y@EL2AMFN? LPO] oZ=>Rqd=GFN? FNR3FG<IH J SNQPCR LPD2H QvRPO] o =3Rqd=GFN? FNR3FG<3H JOSN P R Q X A/?]D3FG<EA D X H< / z)z z*z z z*z z*z z z*z z*z z z*z z z*z z*z z z*z G ? . . . . . . .
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(81) 1 0 !"#$#$ % ) X V*@PR3FeLIFN? X D2LPO=eoI=GFG<V =*q? X O X aEo*hdLPDlq2<*h X Dd=>? HP<EAB<IHlFC;2<l@dA L2h FN? h3< X Q V$LIFN;2<EV LIFC? hILPO] o H<3=rhAp?]q?JDda8O]? mP?JDda X ABaLPD? =3V =2z :$;d< L2H2mLPD3FeL2a<3= X QxFN;? = LP@P@dA X L2h;|LEAB< V$LPDIo LPV X Dda=GF X FC;2<EAn= h X V @R3FeLIFN? X D2LPO =GoI=eFG<EVW= q? X O X aEo LPO] X ~ =yL Q X ApV$LPO Ap? a X RPA X Rd=gLP@@2A X L2hE;jF X qd<xLP@P@O]? <IHxF X qP? X O X ao3zU:$;2< O X ab? h @2A XX Q =9LPD2H FN;2< X AB<V = X Q`V LIFN;d<EV LIFN? h>=jL2AB< LjmLPO]R2LPqPO <xL2HHb? FN? X D5F X FC;2<_LEAn=r<D2LPO X QiF XX O = X Q L qP? X O X ab? =GF3zs:$;? =y=C<3h FN? X D ? =9L2HLP@3FG<3H QSA X V FN;2<Zq XPX qCo <E?]DPAp? hE; 'f hE;PRI=eF^<A # ? 'Sz :$;2< Q X OJ X ~ ?JDda =r<Ih FN? X D ~W?]O =>; X ~ ; X ~ Ll=3V$LPO] =r<>F X Q AB<IL2h>FN? X Dd= ? = V X HP<EO] <3H?]D FG<ApV = X QjLl=>?]V @O < X Dd<_F XZX D2< =GF X ? hE;? X V$< FNAMo PQ X RPA`A LIF^< <3[\RELIFN? X Dd=jLPD2H*F ~ XZX ABHb?]D2LEAMo H\? J`<AB<EDIFN? LPO2<I[\RELIFC? X Dd=dz ) X DI=3? H<AiFN;d< Q X OJ X ~ ?JDda AB<dL2h FN? X D =ChE;d<VW<u ? . . . . . . . . . . . &. . ')(. . . '+*. -,. '+0. &"/. ~W;d<EA <1& LPD2H2&"/ LEAB< <-,2F^<ApD2LPO V$< FeLPq X O]? FG<>= (FC;2< h'+X. Ddh3<D3FNA LIFN? X D X Q ~W;? hE; ? =xFNAB<dLIF^<IH|Ld= h X Dd=GFeLPD3F3z LPDdH 3, L2AB< mL2Ap? LPqO < V$< FeLPq X O]? FG<3= LPDdH54 F X 46/lL2AB<Z<D . oPVW<3= hILIFeLPO od=>?]D2a L|@2LEAMFN? hERPO L2Ag=eFG<E@ z$:$;d< A LIFG< LIFj~W;? h; LPD <ED . oV$< hILIFeLPO oI=C<>=WL AB<IL2h>FN? X DZhdLPDlq2<*HP<>=rhAp?]q2<3H qNo LPDZLP@@2A X @2Ap? LIFG<lA LIFG< <I[\RELIFC? X D Q X A`FN;d< =>@2<3h? T(h*<D . oPVW< z ( 87:9 <; ~W;d<EA < =7 ? =xFN;d<lA LIFG< X Q9hdLIFGLPO oI=>? = Q X AyLPD <ED . oV$< ?>A@B e G? ADC 3;$? =xFN?]V$< FE ? =x= X V$< QSRD2h FN? X D LPDdH L2AB<KAB<3=>@d<Ih FN? mE<EO o LlVW<>FGLPq X OJ? FG< h X DdhI<EDIFCA LIFC? X D 1xLPD2H @2LEA LPVW<>FG<EA`m2<3h>F X Avz D X FN;d<A ~ X ABH= \FC;2< A LIFG< <3[bR2LIFN? X D g?]DZFN;? =*hILd=C< g? = LlQSRPDdh FN? X D X QWVW<>FeLPq X O]? FG<lh X D2h3<D3FNA LIFN? X DI= yL =C< F X Q @EL2A LPV$< FG<An=ZLPDdH FN?]V$<Pz C Q FG<ED FN;d<K?]D3FG<AB<>=eF$? = X DO oK?]D FN;d<*=GFG<dL2HE o 1S=GFeLIFG<ZV$< FeLPq X O]? F^< h X DdhI<EDIFCA LIFC? X Dd=WLPD2H A LIFG<>=2z =GFG<IL2H o 1v=eFeLIF^< hILPD X DPO o qd< X q3FeLP?]D2<3H? Q_VW<>FeLPq X O]? FG<Zh X DdhI<EDIFCA LIFC? X Dd=*H X D X FWHP<E@d<DdH -< ,@PO]? h? FNO o X D FN?]V$H< GU~/< ~WAp? FG< FN;d< LPR3F X D X V X RI=_=God=GFG<EV X QjA LIFG< <3[bR2LIFN? X DI= z] =7I9 J;
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(84) . . . . . . . . . . . . .
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(87) . 9 . . . # # . 7 . # . . 5 . . 5. . 5 # . /. : LPqO <+z u X FeLIFN? X D Q X A_A <IL2h FN? X D8LPDdH|FCA LPDI=>@ X AMF =eF^<@I= Ld=KRd=r<IH FN;A X Rdab; X R3F FN;d< FG<-,2F>z J =eFG<E@ J S NQPCR =GFG<E@ J S NQPCR *UR=, j<>=ChEAp?]@IFN? X D k9@IFGL C< X Q
(88) H & !} }s
(89) qNo*FN;d< h oIF X = X O -< , X 2?]D2Ld=C< I} ?H } A N\ApR2h F X d?JD2Ld=r< I} / f R2hEA X =r<K@; X =3@;2LIFG< }` 9I =eoDIFC;2< FeLd=r< fsRdhA X =r<K@; X =>@P;2LIFeLd=r< I} % I9 fsRdhEA X =C< =eoD3FN;ELd=r< }G M
(90) % y<R3FNA LPO(?JD>m2<AMFeLd=r< }B 9 9 9 0 <jO odh X O od=>? = !} 2 O H X O Ld=C< K X A
(91) :9A LPDI=>@ X AMF X Q M
(92) ?JD3F X !} A FN;d< mEL2hR X O < 5 729 &Zh X D3m2<EAB=>? X D 1 1 587:9 7 F X 587:9;1-<5OJRdh X A X DP? h L2hE? H 5 729 :$;2<ZLd=e=3RV @3FN? X D ~5Ld= V L2H< FN;2LIF (~W? FN; ?JDdhEA <ILd=r<IH *U=R ,|?]D3F X FN;d<*mL2hER X O < s?]DdhAB<ILd=C<3H =>R2hEA X =r< L2hIhER 1 V RO LIFN? X DK=>; X RPO H Q X OJ X ~ z : ;d<Z=eFNRdHEo h X DdhEOJRdH<IH FN;2LIF*LPD8?]DdhAB<ILd=C<3H < h? <ED2h o ?]Dlh oIF X @PO Ld=>V ? hZabO]Rdh X =C< LPDdH QvA Rdh F X =r<|R@3FeL r< `Ld= ~/<O](Ld=WmEL2hR X O L2A =3RdhEA X =C< R@IFGL C< s=>; X RO H qd<ED2< T\F$=>R2hEA X =r<lL2h3hERPV*RPO LIFN? X D z H<IhEAB<dLd=r< ?]D Dd<R3FNA LPOY?]D>mE<EAMFeLd=C< L2h>FC? mP? Fpo =>; X RPO H H X FN;d< =CLPV$<Pz}`<3H\R2hE?]D2aa\O]R2h X =r<8;d-< , X 2?]DELd=r< L2h FN? mP? Fpo AB<IH\RdhI<3HlQSR3FN?]O <*h o2hEO]? D2a qPR3F_LIFjFN;d<*=CLPV$< FN?]V$< H\?]V ?]D? =>;d<IH =>R2hEA X =rO< *U=R , ?]D3F X FC;2<$mL2hER X O <z J # ~5Ld= H<3=>? abDd<3H Ld=_L h X A <KV X H<EO zy:$;d<KV X HP<EOLd=r=>RV @3FN? X DI= LPOJ X ~/<3HK= X VW< =>?]V @O]? T(hILIFN? X DI= =3Rdh; Ld=du FN;2<$mL2hER X O <$~5Ld= D X FWV X H<O] <IHlLd= LPD -< , @O]? h? Fj=GF X A L2a< h X V @2L2AnFCV$<EDIF V$< FeLPq X O]? h*h X Q L2h F X An= ~/<EA < hO LPV @d<3H LIF -< , @d<EA ?]VW<D3FeLPO] o H<>F^<ApV ?]Dd<IH h X D2h3<D3FNA LIFN? X DI= X DO oZ?]D3FG<ApD X H< / ~5Ld= h X DI=3? H<AB<3H Ld=$AB<@dA <>=r<D3FeLIFN? m2< X QgH< m2<EO X @P?]Dda ?JD3FG<EApD X HP<>= ;2-< , X =C<>= ~/<AB<lD X FWR3FN?]O ? =C<3H Q X A`TUqdA < Q X ApV LIFN? X D . . . . . . . . . . . .
(93) . . . .
(94) . . . . . . . . . . . !. . &%('*). . . . . ". . + . . $# . . . . . . . . . . . . . . . . . . . .
(95) <D . oPVW<%hILIFeLPO oI=3? =K~5Ld= h X Dd=>? HP<EAB<IH FN;d< ~/<? a\;IF^<IH =GFeLIFN? =eFC? hILPOgL3m2<EA L2a< X Q PL D3o @ X =r=>?]qPO < <D . oPVW< ? = X Q X A V = (LPDdH = X V$<KV$L , ?]V$LPOPL2h>FN? mP? FN? <3=j~/<EA < <3=GFN?]V LIFG<3Hiz F ? =5hEO <dL2A QSA X V FN;? =/FN;2LIFgFN;d<W=Ch X @d<_Q X A`V X H<EOE-< , @2LPDd=>? X DW< ,? =eF^=dz`:$;d< D2-< ,2F9=r<Ih FN? X D$HP<ILPO =9~W? FN;*@ X =r=>?]qPO < <-,2FG<EDI=3? X DI=dzKN\A X V FN;2<>=r< L =3RqI=C< F5~W?]O qd< hE; X =C<ED Q X A/?]DdhO]RI=3? X D ?JD FN;d<KV X H<O z 4\4 "# 4 4
(96) 1E1 4 . ./1 !# . 9 . . . . . . # # . #. 7 . . . . 5. . . 5. . 5 # . . . .
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(98) & fsRdaL2ABhdLPDd< ? = B L )A @O LPDIF #J3 sP 'Sz }gRq? =rh X H X <>= D X F Hb?]AB<Ih FNO olhdLP@3FNRAB<lhILEApq X D2LIFG< Ld= ?]FD )M?|@O LPDIFS= ?]Dd=GFG<IL2HKL*=3;R3FSFNO <ZVW<IhE;2LPDP? =>V qd<>F ~/<3<D*FN;2<ZqPRDdHbO <$=3;d<ILIFN; h3<EOJ =_LPDdH VW<3= X @;3oPO] FNA LPDd=>@ X AMF^= hdL2Apq X DELIF^<|F X FN;d<%@; X F X =GoPD3FN;d<>FC? h8LP@@EL2A LIFNRI=2z ? =e= X O mE<3HhILEApq X D2LIFG< ?]D|FN;d<%qRPDdH\O < =3;d<dLIFC; h3<O] = X QUO <IL3m2<3=g? =9?]Ddh X Ap@ X A LIF^<IH*?]D3F X @; X =3@; X <ED X OJ@CoPApR>mLIFG< qNo LjhdL2Apq X ,doPO Ld=r<zs: ;d< AB<>=3RO FN?]D2a Q X RA hIL2A q X D h X V @ X RDdH G;2<ED2h3< FC;2< DELPVW< ) A ? =9hILEApAp? <IH F X FN;d< VW<3= X @;3oPO]N~W;d<EA <xFN;d< hILEApq X D2LIFG< ? =_H<O]? mE<EAB<IH F X }gRq? =rh X zy:$;P? = @2A X h3<3=e= @dA X m? H<3= LPO]EFN;d< hILEApq X D ?]D LPO]\V$< FeLPq X O]? FG<3=dz . . . . . &%. ('. . . . . . . . . *). . . ,+. . . . . . .
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(105) . . . . . . . . . . . . . . . . . . . . . . .
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(121) % LPDdH ,hILIFeLPO od=>? =Z~ ?JO]9q2< -< , @O]? h? FNO o V X H<O] <3H ?JD FG<ApV = X Q*FC;2< ?]D2H\? m? H\RELPO AB<>=3@d<3h>FN? m2< <D . oPVW<K? = X Q X ApVW=dz . . . . . . . . . . . . . . . . . . . . . . . . . . .
(122) d A LIFN? X D2LPO <jQ X AU?]DdhO]RI=3? X D X Q <dL2hE; X QiFC;2<_LPq X mE<x<ED . oV$<>= ?JDxFN;d<WV X HP<EOE? =gab? m2<D ~W? FN;xFN;d<E?JAUAB<>=3@d<3h>FN? m2< A LIFG< <3[\RELIFN? X Dd= ?]D )g;2LP@IF^<A ? z :$;2< TUAn=eF F ~ X <-,dFG<DI=>? X Dd= ~ ?]OJsqd<8h X O] <3h>FN? m2<O oAB< Qp<EA AB<3H%F X Ld= FN;d<|abO odh X O oIFN? h L2HH\? FC? X Dd=dz HHb? FN? X D X Q2I
(123) % 1$LPDdH 21*? = X . oV$<>= F X J ~ ?]OJUqd< hILPO] <3H FN;2<|? = X Q X ApV L2HPH\? FN? X DI=2z 5 729 7 ? = FN;2<ZTUq2AB< hE;ELPDD2<EO ~ ;2<EAB< hE;ELPDDd<O]? D2aKH X <>= D X F$AB< Qp<EAYF X FN;2<Z@P;d<ED X V$<ED X D X Q =>RPqI=eFCA LIF^< hE;ELPDD2<EO]? D2a Uz . #$
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