BAT CDC Documents
A Statistical Analysis of the Incidence of Tumour - Hearing Animals in Janus Promotion Study B30/31
Fields
- Original File
- BATCO002
- URL
- http://outside.cdc.gov/images4/00/02/49/65/doc00001.TIF
- Company
- British American Tobacco
- Date Loaded
- 04 Mar 2003
- Box
- B3290-6
Document Images
-6-
is invuitively Implauslble and c~nt~adicCs a11 previous a~l~rlenee (except
at smch hJLsbar dose levels).
Table 9 sho~ tbm Cumori4eu/c =sties sad their 95Z =ouf£dmnce 1isles,
mad from tlt~8 table Lt san be seen that the ij9[3 to n9/$ tumoriSenic
=argo from the two ezpa=~msts CKstt~Ile a~d W~~ are uot s£ip~££csnt~7
d~fere~t. Also, if the Bg/S, 56.6 uS point is £Snored, Yi4~uz~ 1 sussescs
that the ImSmral ~evel of response ob~ at giclcham 4s I~LKher thms
that obr~ulxu~ at I~ttelle, and in £8ct the 4U£e:eace beCmmu the two
laboratories 4s ~usC s~Lcamt at the 95Z 1Level of confidence. Zt is
morCh nott~4~ that the hLKhm= :espouse at W~ckham ross obts~:ed vith the
lows: level of ~ ptecre~cmsnt (120 ~ ac W£ckhmm; 180 ~ at Battelle).
This tends to cou~Lrm the result repo~te~ ia (2) whecetn 4c was noted
that in another p=~mot~ study at Bsttelle the 8zoup =ec~vtn4~ a 180 ~S
pretreaCmant of IRfB~ gave • lomex response than chose receivLu4 120 ~g.
h(£i) Comparison of l~It~ varLsncs.
Using comm~ values of k a~d v and sepazate values of b for each
group the ~e~bull d£str4but4ou ~unct4on m f£t~ed to the data of T~le 3
for groups 3 to 6 and 11 Co 26. The mthads used are described 4. (~)|
the results axe shoun in Table 10 and plocte4 in Figure 2. Treble 11
shows the result of • Sootiness--of-fit test of these parameter est~unstes
from which it can been seen that an adequate fit has been obtained
(X2 - 7.60 with 6 deKrmm8 o£fza~dms~ 818n~£cance level 59.6Z). Table 12
shows the lge4b~11 scat4sttcs S and V derived from thsse est4-~tes of
the pa=mttrs.
BAT Co LTD - MINNESOTA TOBACCO LITIGATION
O
t.J-I

INDEX
HAS
INDICATED
GAP IN
BATES
RANGE
HERE

-7-
J~om FiKurt Z it uould appe~ that the tobacco control tends to be
mote s£t£vo than the PEt vszl~ntSo Also uot£ce~ble £s t]~ aeSat£ve
dooe-tmspmu~ tolations]~p fc~ the £s~tor combLzLst~ou OH, L, H). As
noted eazlior, such neg&t£ve slopes are extremely $,~plausiblo, but tram
tba £tj~uto £t £s not poss£ble to deto~ which of tba t~o points £s
lilly to be ~ ez~or.
Table 13 shows the results of an 8nalysis of vs~ianca of tha d~ta
o£ T&bls 12 from wh£eh it can be seen that, sitar c~ndausate dose ~vol
e££octs h~m been xllou~d £ot, tharo rema~s • hi4~h~y si83~icant
betweon-r~n~lensate e.~feat, as miKht be expected from FiSu~e 2. Also,
Table 13 shows that there are no s~Kni£1cent ~teract~ons! thus it m~y
be ~J~ertod that the noB&tire dose-response I~nA £or (R, L, H) in P4Kute 2
is not stat£sticall7 si~£c4mt.
Table l& shows the t~morisenlc tatlos betws~ the tobacco control
and the atria ~]~ variants. As noted £tom F~4~u~o 2, the ratio £s loss
than 1.0 £ot ~]L the ¢ompat~sous, but £s sis;n~ic~mt £ot o~ly two, those
fo~ (K, L, L) sad (R, R, W). TILLs c~nfi~as the conclusion dtsva ft~n
FiKure 2, that the ~R~ vs:~ants are Sea•rally 18so tmwr~Ke~ic than the
control tobecco.
4(£££) R~lat£~s e~£eccs of F~t varLables.
~na re~&t£o~sl~Lps amonsst the £8~tors o£ the PR~ varis~ts ~nro
~u=vtstijtted bY two mtlbodo.
(•) Fixed E£~.ects Model
Using tills approach~ each o£ the Chloe vaz-£ables (bass v~iKlst, &.S.V.,
8olubles), a~d abe condensate dose level, uere coded u baths at either
BAT Co LTD - MINNESOTA TOBACCO LITIGATION

INDEX
HAS
INDICATED
GAP IN
BATES
RANGE
HERE

-8-
the high or the %or level. The median po~t was d~sre$&tded. (The
ned~n point contt£b~tes uo Lu~ormst4on tosa~L~n| • test £or the um£n
eJ~£ect of the variablt8. It only provides • test for non-lineaz£t7 of
response, and in the context of • fJ.3ued-e~£ectJ model tk~s vest: yes
~p~oz~d.) The tmmlttjzK analys~s of variance i8 8hewn 4~ Table 15, £tom
~b~ch it c~m be seen that the X2 for the ma4~ effects (21.307 irlCh
4 desrea• of freedom) is hishly significant. PartitLoni~K this X2 8hove
that the doe• e££eet m~d the base ve4Kht e~fect m biKhly siKntfL~t,
and a.s.v, seems to have •1moat no effect at a11.
TtLte latter coucZus£on 48 mod4££ed by the result that slthouKh the
ove~aX1 X2 of 8.&34 with 6 de|tees of £:•edom for the 1st oz~le: £nteract£cms
is not 81lp~£icsmt, pa~£tiou~ this X2 reveaLs that the dose • •.s.v.
intetact~on £8 s£es~£1cant. Znsp~:tlon of FiKure 2 8ugKests thAC the
results for the (R,~. L, H) combinat£on of the £actove, 8Lv~ns • nesat£ve
dose/response line, may be respous£ble for th£s tnteract£on, and the hiKhly
s£Kn/~£cant ef£ect of base weiSht £nd£cates the Oi, L. H) 40 ms Kroup as
hay/n• pz~dueed an unszpectedly h£$h uumber o£ tumour-beatLuS animals,
since the high base ~£8J~ Stoups have lenera~ly 8~Lven the lower response.
• fuz~her pa:titJ.on£ng of the X2 o£ 5.019 Or£t~ 4 degrees of £reedom)
£or the 2rid orde: £n~e:act£ou effect £8 due to base ~e£1iht • •.8.v. z
solublas (X2 u &.876 with i degree o4v f::eedom. SI4p~Lt[L~t: at 97.28Z).
The th£rd order ~Lute~aet4on 4s •18o sLezt~fLcant. Th~s althouKh a.n.v.
~ould seem to have a msgl£1;tble mL{n ef£ect, the £a~tor a.s.v, sppears
In al1 the e~l~Lf~csnt £nteract£ons.
A re-s~slys~s o£ tbm dsta omit~$ the ~esult for the rE, L, H)
40 q IWoup t8 shoun in Table 16. Note that the om£ss~on of tk4s data
BAT Co LTD - MINNESOTA TOBACCO LITIGATION

INDEX
HAS
INDICATED
GAP IN
BATES
RANGE
HERE

~o
point :sans that there is no test £or the third order intetsct£~, s~uce
• destae 0£ treadle has l~sn lost. ¢~mpat~son 0£ Tables 15 and 16 s~nm
Ct~c there is l£ctle chase ~ the results of r~a SilP~T~£cance r~sts as
far u che msJ~ e~ects ate conce~d, but that in Table 16 ~e o£ t~
tnte:sctlcms ~s e~Lf£cant. Zt ~s a/so of ince=est to z~-calculete the
tumorigenic ratios with (R, L, B) 40 s~ c~tta~I; t~ zlsu]Lts are shown
in Table I7. Comparison of Tables I7 and 14 shows that in ram fetter
the conf/dence I/m~ts are t/~hter, and • third ret£o, that £or ~obacca v.
(a, L. B) is nov sil~L£1cant.
(b) ms=:essiou Hodel
UslnS this approach the average values £or base ~iEht, a.s.v., 8olubles,
sad dose l~rel Rre used ~mJtaad o£ tlm 0/1 codtns used to denote the
hish/lov levels of the var/~ables in the fixed e~£ects :o4el. The values
of base wa£sht, a.s.~, a~d soLubles are shown in Table 1. The dose levels
were 40 ~li and 56.6 ~1~ t:broufhout. ~ ~z~ss£on ~_els ~=e used:-
1.
D
in(b) - ~ + a~ (base =e£Sht) + a~ (base ~isb~Z)
+ a~ (a.s.~.)
+ as (solubLes)
+ =7 (does)
+ +
+ ] +
1-, these smdels, b £s the Ve/.b~11 parameter b £o~ m~ch o£ the 18 Irroups,
sad I:he 8~L ~ the b~ 8re p~z'~ste=s to be detexmizmcl. ]rm: mc~lel I the
scale4 4at;a shmm i,~ Table 1 were used. The sc~lia8 was a~opted to m~
BAT Co LTD - MINNESOTA TOBACCO LITIGATION
Oo
r',o
~O

INDEX
HAS
INDICATED
GAP IN
BATES
RANGE
HERE

-10-
¢ompu~ttioLtI probIemJ vi~h Iarge n~mbe:s. 7or model 2 ~he (n~zural)
los~£cbms of cbe un~.sled da~t ~re used.
Us~a~ methods described 4~ (4) Chose models ~tre ££Z:ed b~ maximum
l~dkellh~od; e~ L'a~l~illE mmmlySe8 Of vaz"J.snce 41rm S~ ~J1 T&bles 18
aud 19. mlot:t that Cbe i.uclus£on of the me4£an po:[,nt in these reilreas:Lou.
ammlysea doe8 not provLde • eeoc £or ~o~-ltJso~c£cy of dome response since
onl.y Cue dose levels were used ClnrouShout. Theme two tables show Chat
on~y the dose effect mnd the effect of base vm4KhC ere siKn~£cmnt, and
chat the effect of bus ~8LSbt £s 8dequmcely represented by • s~npl•
liJzezc model.
The 4-~luence of the intermct4on~ becvoen She PIT £•ctors can be
see~ in Tables 20 and 21 ~bere the coef£icieucs of the vexious ~eKceesiou
models that mare E4tte~ to the dJca ~ce shmm. Znspoctiou of chose rye
Cables 8ho~ that ~ter the dose and linear base ve£sht te~ms ~e t~cluded
there is l£ttle chanSe in ~be l~tl£bood, but the tnclusLon of fuz~e~
terms in the model cm~es larks fluctuations in ~he estimates of the
coaf££cienc8.
~J.tJ~oush the e£~ect of soluble• d~es not: reach siKn/~£canr.e, th, tre
£s some ev£dence in. Tab~e 18 chat: £cs effect may not: be ne81~Lble; the
1~ses~ te~n ~s slK~L~mst at: 8.So&3•. T~ • model u8~ dose, broom ma~ht
l~emr and 8o~uble 1~ £e f£tted to the data, the equ~t£on becomes
~n(b) - -9.9657 - 0.3562 (bsoe ~m£ShC) ÷ 0.2834 (soluble•)
÷ 1.26S0 (do~)
[Tn:ILs equa, t£cm :ts for scaled data'].
The l£k~l.Lhood o£ t:his u~lLeZ £8 L -- -107.136 aad ~ oo~ubles temm £s
8~sn~icant et 85.88~.
BAT Co LTD - MINNESOTA TOBACCO LITIGATION
m
r',,o
C~

INDEX
HAS
INDICATED
GAP IN
BATES
RANGE
HERE
