quantitative central dogma i - lakehead universitythat we can expressed a= a 0 t ℓ2, where a 0 is...
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![Page 1: Quantitative Central Dogma I - Lakehead Universitythat we can expressed A= A 0 T ℓ2, where A 0 is a constant, T is the temperature, ℓis the mean, or average, separation distance](https://reader035.vdocuments.us/reader035/viewer/2022081410/6094edb3779dce26c72275fd/html5/thumbnails/1.jpg)
QuantitativeCentralDogmaI:Reference:http://book.bionumbers.orgBasicSizeandGeometryhttp://book.bionumbers.org/what-is-the-range-of-cell-sizes-and-shapes/Volume:onelitre=1L=10−3m3 ;E.Colisizeisabout1µm ,andthevolumeisestimatedtobe VEcoli !1µm
3 =10−18m3 ( 1µm3 × 10−6miµm−1( )3 =10−18m3 ).
Concentration: 1M =1mol iL−1 ,but1mol =6.023×1023 ,so1M =6.023×1026m−3 ,Inassignment4,youwillshowthat 1nM ∼onemoleculeinavolumeof1µm
3 .Mass:OneDalton=MassofHydrogen=1Da=1.66×10
−27kg=1.66×10−24 g ,andonemole(Avogadro’snumberNA =6.023×1023 )ofhydrogenweighs1gram=1g
( 1Da( )−1 = 1.66×10−24 g( )−1 =6.022×1023 g−1 ):1g=6.023×1023Da .
Oneaminoacid(aa)is ∼100Da=1.66×10−25kg : 1aa∼100Da .
Anaverageprotein(gene)hasabout300aminoacids: 1protein ∼300aa .Onebasepair(bp)is ∼650Da : 1bp∼650Da ProteinConcentration:http://book.bionumbers.org/how-many-proteins-are-in-a-cell/
Datashowsthattheproteinmassperunitvolumeisabout0.2 g
mL,but
1mL=10−6m3 =10−6m3 × 106 µm
m⎛⎝⎜
⎞⎠⎟
3
=1012µm3 ,soAverageMassconcentrationof
proteinsincellisMV
⎛⎝⎜
⎞⎠⎟=0.20 g
ml×6.023×1023 Da
g×10−12 ml
µm3 =1.2×1011Daµm3
AverageNumberconcentrationofproteinsincellisfoundby:
NV
⎛⎝⎜
⎞⎠⎟= M
V⎛⎝⎜
⎞⎠⎟
1100Da iaa−1 ×300aa iprotein−1 = 4×106
proteinµm3 .Notethattheanswerin
thewebpageiswrong!Therewillbeasimilarquestionontheassignment.
InitiationTranscription:RNApolymeraseproteinandTranscriptionFactor(TF)proteinsbindstopromoterregionofDNA
Transcription:MessengerRNA,mRNA,isproducedandtransportedtoRibosomes
Translation:mRNAreadbyRibosomestoproduceproteins
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mRNAinCells:http://book.bionumbers.org/how-many-mrnas-are-in-a-cell/Experimentally,itisknownthatabacteriumhasaboutNmRna
bacteria ≈103 mRNA,andamammaliancellhasaboutNmRna
mamalian ≈105 .ItisknownthatthenumberofmRNAinacellremainsrelativelyconstant.ItseemsthatmRNAconcentrationscaleswithsize.
Bacteria:Let’sassumethattheproteinconcentrationinacellis ∼4×106 proteins
µm3 ,
whichmeansthatabacteriumofvolume1µm3 hasabout4×106 proteins.Itis
knownthat,onaverage,bacteriadivideeveryhour.Thismeansthatthenumberofproteinsmustdoubleeveryhour,soacellmustproduce4×106newproteinsevery
hour,givingarate dNprotein
bacteria
dt= 4×10
6proteins3600s ∼103 proteins
s.Assumenowthatone
mRNAcanbetranslatedtoabout1proteinpersecond,or rmRNA→protein ∼1
proteinsmRNA is ,
whichgivesnumberofmRNA NmRNAbacteria ∼ dNprotein
bacteria /dt( )/ rmRNA→proteins( ) =103 .MammalianCell:Assumeavolumeof3000µm
3 or1.2×1010 proteins.Mammalian
cellsdividesevery24hr, dNprotein
mammalian
dt= 1.2×1010proteins24hr ×3600s ihr −1 ∼1.4×10
5 proteinss
,and
with rmRNA→protein ∼1
proteinsmRNA is , NmRNA
mammalian ∼ dNproteinmammalian /dt( )/ rmRNA→proteins( ) =1.4×105 .
ProteinandmRNAdegradation:http://book.bionumbers.org/how-fast-do-rnas-and-proteins-degrade/Preamble:AsmentionedmRNAnumberremains,moreorless,constant,and
describedbytheequation,
dNmRNA
dt= rmRNA −kmRNA
decayNmRNA ,whereNmRNA isthenumberof
mRNA(inacell)
dNmRNA
dtistherateofincrease(ordecrease)ofmRNAinunitsof
mRNA i s−1 ,rmRNA istherateofmRNAproduction,in mRNA i s−1 ,andkmRNAdecay istherate
ofmRNAdecayinunitofs−1 .HowaremRNAdegraded?Inlivingcells,mRNAsaredegradedbyenzymes(proteins),suchasRibonucleases(RNase).HighconcentrationoftheseenzymesincreasethemRNAdecayrate,kmRNA
decay .Thedecayrateistheinverseofthehalf-lifeof
mRNA,kmRNAdecay = ln2/τ1/2mRNA .FormRNAinlivingcellsτ1/2
mRNA =3min to10Hr NOTE:DNAaredegradedbyproteinscalleddeoxyribonuclease(DNase)
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Steady-State(SS)SolutionAfterasufficientlylongperiod,thesystemreachesasteadystate(SS)ofconstantmRNAnumber,NmRNA =NmRNA
SS :
dNmRNA
dt=0→0= rmRNA −kmRNAdecayNmRNA
SS →NmRNAss = rmRNA /kmRNAdecay
ExactSolutionformRNA:Thesolutionof
dNmRNA
dt= rmRNA −kmRNA
decayNmRNA is
NmRNA =NmRNASS 1−exp −kmRNA
decayt( )( ) .Afteralongperiod, exp −kmRNAdecayt( )∼0→
NmRNA =NmRNAss = rmRNA /kmRNAdecay .
ProteinsinlivingcellsareproducedbyRibosomesthat“reads”themRNAcode.Assuch,theproteinproductionrateisproportionaltothenumberofmRNA,NmRNA .
Therateofincrease(ordecrease)ofproteinsis
dNprotein
dt= rproteinNmRNA −kprotein
decay Nprotein ,
whereNprotein isthenumberofproteins,
rprotein istherateofproteinproducedby
translationpermRNA,andhasunitofs−1 ,kproteindecay istherateofdecay.
Howareproteinsdegraded?Inlivingcells,proteinsaredegradedbyenzymes(proteins),suchasproteases.Highconcentrationoftheseenzymesincreasestheproteindecayrate,
kproteindecay .Thedecayrateistheinverseoftheofproteins,
kproteindecay = ln2/τ1/2protein .FormRNAinlivingcellsτ1/2
protein =30min todays .Steady-State(SS)SolutionAfterasufficientlylongperiod,thesystemreachesasteadystate(SS)ofconstantproteinnumber,
Nprotein =NproteinSS :
dNprotein
dt=0→0= rproteinNmRNA −kprotein
decay NproteinSS →Nprotein
ss = rproteinNmRNA /kproteindecay
ExactSolutionformRNA:Thesolutionof
dNprotein
dt= rproteinNmRNA −kprotein
decay Nprotein is
Nprotein =NproteinSS 1−exp −kprotein
decay t( )( ) .Afteralongperiod, exp −kproteindecay t( )∼0→
Nprotein =Nproteinss = rproteinNmRNA /kproteindecay .
WHATISTHEPROTEINTOmRNARATIO?http://book.bionumbers.org/how-many-proteins-are-made-per-mrna-molecule/FromthelastsectionweshowedthatatsteadystateNprotein
ss = rproteinNmRNA /kproteindecay ,ans
theratioofProteinstomRNAinacellisNprotein /NmRNA = rprotein /kdecayprotein .ForE.Coli
rprotein isthetranslationratepermRNAwhichcanbearguedtobe rprotein ∼1s
−1 ,and
![Page 4: Quantitative Central Dogma I - Lakehead Universitythat we can expressed A= A 0 T ℓ2, where A 0 is a constant, T is the temperature, ℓis the mean, or average, separation distance](https://reader035.vdocuments.us/reader035/viewer/2022081410/6094edb3779dce26c72275fd/html5/thumbnails/4.jpg)
kdecayprotein =1/τ proteindecay ,wheretheaverageproteindecaytimeis τ protein
decay ∼1000s ,whichgives Nprotein /NmRNA ∼1000 ,andindeed,experimentsusuallyobservethatthenumberofproteinsisabout1000timesofthenumberofmRNA.HOWFASTDOPROTEASOMESDEGRADEPROTEINS?http://book.bionumbers.org/how-fast-do-proteasomes-degrade-proteins/Proteasomes(orproteases)comprisedabout1%oftotalbulkproteins.Oneproteasomedegrades ∼0.05−5proteins/min ,whichisequivalenttoabout 1aa i s−1 .However,thisdependsonproteinconcentrationandtemperatureIn-VitroProteinsInvitro(testtube)proteinsolutionsusuallycontainproteasecontaminantsthatwilldegradeproteins.Butunlikeinlivingcells,therearenoribosomestoproducenewproteinstoreplacethedegradedproteins.Therateequationbecomes:
dNprotein
dt= −kprotein
decay Nprotein ,withsolutionNprotein =N0 exp −kproteindecay t( ) ,whereN0 isthe
numberofproteinsatt=0.Wecancalculatethehalf-life,τ1/2protein ,ofproteins,which
isthetimeittakesforthepopulationtodecreaseby1/2,
N =N0 /2= exp −kprotein
decay τ1/2protein( )→τ1/2
protein = ln2kproteindecay = 0.693
kproteindecay
Example1:Foratypicalinvivosystem,theproteinconcentrationis4×106 protein
µm3 ,
andthehalf-lifeisaboutτ1/2protein = 40min ,or
kproteindecay = 0.693
τ1/2protein ,kprotein
decay =0.0173min−1 .The
timeittakesfortheconcentrationtodecreaseto10%isfoundby
N =0.1N0 =N0 exp −kproteindecay t( ) ,whichgives
t = − ln 0.1( )/kproeindecay = − ln 0.1( )/0.0173min−1 =133min .Theabovecalculationisdoneforatypicalinvivoproteinconcentrationof4mM,atroomtemperatureT=300K,andproteaseconcentrationofabout1%ofproteins,or
4×10−2mM = 40µM .Toestimatetherateatdifferenttemperaturesand
concentrations,weuseArrheniusEquation:Arrheniusequationforreactionratereactionratekprotein
decay = Aexp −ΔE /kBT( ) ,whereA= A cprotein ,D( ) dependsonthecollisionfrequency,whichinturnsdependontheproteinconcentration,
cprotein andthediffusioncoefficient,D.Inclass,itisshown
![Page 5: Quantitative Central Dogma I - Lakehead Universitythat we can expressed A= A 0 T ℓ2, where A 0 is a constant, T is the temperature, ℓis the mean, or average, separation distance](https://reader035.vdocuments.us/reader035/viewer/2022081410/6094edb3779dce26c72275fd/html5/thumbnails/5.jpg)
thatwecanexpressed A=
A0Tℓ2
,whereA0 isaconstant,Tisthetemperature, ℓ isthemean,oraverage,separationdistancebetween2adjacentproteins.Intheequation,ΔE isthereactionfree-energybarrier,whichwewillmakeaneducatedguessequalstoabouttheenergyreleasedbyasingleATPhydrolysis,
ΔE = 4.8×10−20 J DiversiononATPhydrolysis
ATP +H2O→ ADP + phosphate+energy ,energyreleasedisΔHATP =29
kJmol
29 kJmol
× 1000 J /kJ6.023×1023ATP imol−1
→4.8×10−20 JATP
Example2:Supposethetemperatureisloweredfromroomtemperature,Ti=300K(27C),tojustabovefreezingTF=277K(4C).Wecancalculatethelowtemperature(Final,F)ratekprotein ,F
decay fromtheinitial(i)roomtemperaturerate,
kprotein ,idecay =0.0173min−1 ,bywriting:
kprotein ,idecay =
A0Tiℓ2exp − ΔE
kBTi
⎛
⎝⎜⎞
⎠⎟and
kprotein ,Fdecay =
A0TFℓ2
exp − ΔEkBTF
⎛
⎝⎜⎞
⎠⎟,andtakingtheratio:
kprotein ,Fdecay
kprotein ,idecay =
TFTi
exp − ΔEkBTF
⎛
⎝⎜⎞
⎠⎟
exp − ΔEkBTi
⎛
⎝⎜⎞
⎠⎟
=TFTiexp − ΔE
kB
1TF
− 1Ti
⎛
⎝⎜⎞
⎠⎟⎛
⎝⎜
⎞
⎠⎟ ,wehaveassumedthat ℓ
remainsthesame.Thisgiveskprotein ,Fdecay = kprotein ,i
decay TFTiexp − ΔE
kB
1TF
− 1Ti
⎛
⎝⎜⎞
⎠⎟⎛
⎝⎜
⎞
⎠⎟
kprotein ,Fdecay =0.0173min−1 277K
300K exp − 4.8×10−20 J1.381×10−23 J iK −1
1277K − 1
300K⎛⎝⎜
⎞⎠⎟
⎛
⎝⎜⎞
⎠⎟
kprotein ,Fdecay =6.1×10−3min−1
Let’scalculatethetimeittakesaninvitroproteinofthesameconcentrationasexample1todecayto10%itsoriginalvalue,N =0.1N0 :
N =0.1N0 =N0 exp −kprotein ,Fdecay t( ) ,whichgives
t = − ln 0.1( )/kproeinFdecay = − ln 0.1( )/6.1×10−3min−1 =377min ,whichislonger,butnotsubstantiallylongerforabiochemisttryingtokeepaproteinsolutionstable.Example3:Supposethetemperatureiskeptatroomtemperature,buttheproteinwerereducedby100times.Assumethattheoriginalproteinconcentrationis
![Page 6: Quantitative Central Dogma I - Lakehead Universitythat we can expressed A= A 0 T ℓ2, where A 0 is a constant, T is the temperature, ℓis the mean, or average, separation distance](https://reader035.vdocuments.us/reader035/viewer/2022081410/6094edb3779dce26c72275fd/html5/thumbnails/6.jpg)
NV
⎛⎝⎜
⎞⎠⎟ i= 4×106 proteins
µm3 ,asshowninclasstheaverageproteinseparationis
ℓi =
NV
⎛⎝⎜
⎞⎠⎟ i
⎡
⎣⎢⎢
⎤
⎦⎥⎥
−1/3
= 4×106 proteinsµm3
⎡
⎣⎢
⎤
⎦⎥
−1/3
=6.3×10−3µm .Thefinaldilutedconcentration
is100timesmoredilute,NV
⎛⎝⎜
⎞⎠⎟ F
= 1100
NV
⎛⎝⎜
⎞⎠⎟ i= 4×104 proteins
µm3 .Thisgivesafinal
averageproteinseparationof ℓF =
NV
⎛⎝⎜
⎞⎠⎟ i
⎡
⎣⎢⎢
⎤
⎦⎥⎥
−1/3
= 4×104 proteinsµm3
⎡
⎣⎢
⎤
⎦⎥
−1/3
=2.9×10−2µm .
kprotein ,idecay =
A0Tℓi2 exp − ΔE
kBT⎛
⎝⎜⎞
⎠⎟and
kprotein ,Fdecay =
A0TℓF2 exp − ΔE
kBT⎛
⎝⎜⎞
⎠⎟,andtakingtheratio:
kprotein ,Fdecay
kprotein ,idecay =
ℓi2
ℓF2 =
6.3×10−3µm( )22.9×10−2µm( )2
→
kprotein ,Fdecay =0.0173min−1 6.3×10
−3µm( )22.9×10−2µm( )2
=8.16×10−4min−1 .
Let’scalculatethetimeittakesaninvitroproteinofthesameconcentrationasexample1todecayto10%itsoriginalvalue,N =0.1N0 :
N =0.1N0 =N0 exp −kprotein ,Fdecay t( ) ,whichgives
t = − ln 0.1( )/kproeinFdecay = − ln 0.1( )/8.16×10−4min−1 =2820min ,orabout47hr.HowmanyribosomesinacellReadthefollowinghttp://book.bionumbers.org/how-many-ribosomes-are-in-a-cell/