Medical Forum / Diseases and Disorders / Prostate Cancer / May 2008
A Different Nomogram!
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H F - 21 May 2008 16:13 GMT This nomogram is somewhat different from others I have seen. It results in a more optimistic projection for many of us, however, so I am not really sure how useful it is. The nomogram creators admit: "The calibration plots suggest that the predictions of the nomogram may be too optimistic for patients with calculated 10-year PFP less than 90%."
But - as the creators point out: "Unique to predictive models, the nomogram predictions can be adjusted for the disease-free interval that a patient has achieved after RP."
They make two assertions which took a lot of mental processing for me to understand because, initially, they seem to conflict (and I still don't think I really understand): 1. "Given that a patient’s prognosis improves with the disease-free interval maintained after RP, we have also enabled the 10-year PFP to be adjusted to reflect this changing prognosis." I did not know this! I assumed that because nomograms generally show that the more time which goes by, the risk of progression increases - that is the way to think about it. And they say that also: 2. "For model validation, we assessed both discrimination and calibration. Discrimination refers to the ability of the nomogram to rank patients by their risk, such that patients with a higher predicted risk of treatment failure should be more likely to recur."
If anyone can help me understand these two items as both being applicable, I would appreciate it!
The paper and nomogram can be seen here http://jco.ascopubs.org/cgi/content/full/23/28/7005
fred - 22 May 2008 03:14 GMT > 1. "Given that a patient’s prognosis improves with the disease-free > interval maintained after RP, we have also enabled the 10-year PFP to > be adjusted to reflect this changing prognosis." I did not know this! > I assumed that because nomograms generally show that the more time > which goes by, the risk of progression increases - that is the way to > think about it. I think they are simply saying that the longer YOU go without recurrence, the less likely it is that YOU will recur. (As time goes by, obviously, more people recur cumulatively; but the longer each individual goes without recurrence, the less likely it is that that individual will recur)
So based on the data from your post-op biopsy, the nomogram predicts likelihood of recurrence (by reading off the horizontal axis at the bottom of the chart) immediately post-op.
The longer you go post-operatively with no recurrence, the more likely it becomes that you will never recur; so you take your score from the horizontal axis at the bottom of the chart, then trace up vertically until you reach the number of months (vertical axis) post-op that you have been undetectable (defined as under 0.4); that's why the probability line slants from left to right. So if you have had no recurrence after 4 years, for example, your probability of remaining recurrence-free is now greater than it was on the day after your op.
Hope that helps.
I have no idea what your number 2 para means. Leonard Evans, who is a mathematician and a frequenter contributor here will probably be able to explain it.
Fred
len - 22 May 2008 03:44 GMT > This nomogram is somewhat different from others I have seen. It > results in a more optimistic projection for many of us, however, so I [quoted text clipped - 25 lines] > > The paper and nomogram can be seen herehttp://jco.ascopubs.org/cgi/content/full/23/28/7005 This is the nomogram that is currently used by the calculator at the Sloan Kettering web site. They give you the choice of using the older "Historical Model" or the "Current Model". The original model had some defects and the newer model is an attempt to resolve them.
Although in principle I have the background to understand the statistical models and techniques that are used, I have to admit that I've never tried to understand them in depth. That would require an investment in time that I don't feel it worth my while to make. But I think I understand enough of it to get the general flavor of what they are saying. So, with that caveat, let me try to address your questions.
1. I think that previous results have not made it clear whether prospects improved with time. It was definitely true for high risk patients: the longer they went without a recurrence the less likely they were to recur. But the data I saw was not very clear about what happened for moderate to low risk patients. What was clear in those cases was that the risk stayed low and didn't increase significantly. What the current authors report does suggest, however, is that even for moderate to low risk patients, the longer they go without recurrence, the less likely the are to recur, at least up to a point. That is encouraging..
I' m not sure which nomograms you are referring to which show an increased risk over time. I haven't seen any that I believe.
The results they report here are roughly consistent with those from Walsh and his coresearchers, but perhaps a bit more optimistic. It is my impression that Scardino, Kattan, as well as Walsh, are leaders in this field, so one should take seriously what they say. The only other predictive model I've seen people refer to is one supposedly based on neural network methods, which was done at a VA hospital, which gives much more pessimistic predictions. In fact they are so far off from what Scardino-Kattan and Walsh predict that either their method is wrong or they are describing and entirely different population. When predictions diverge so much, it is usually the outlier that is questionable.
Could you give a reference to a nomogram which predicts increased risk over time?
Be that as it may, there is one point that is confusing here, and I'm not sure what to make of it. If all the nomogram is predicting is the likelihood of your remaining recurrence free at 10 years from RP, then of course, if you have gone 7 years without recurrence, your likelihood of still being recurrence free at 10 years is very high. But what you are interested in is how likely you are to remain recurrence free in after another 10 years. It is not clear to me just what they are saying about that. They do say in the article that they estimate the overall recurrence rate after 10 years, for men who have gotten that far , as being about 3 percent. But they don't say how this varies with the post surgical pathology.
Let me use my case an an example. I was last tested 89 months following RP, and I was recurrence free. According to the nomogram, with my PSA and post surgial results, the likelihood of my remaining recurrence free at 10 years ( a bit less than three years from now) is over 99 percent. And according to their data, the likelihood of my remaining recurrence free after that is at least 97 percent, but it might be even higher given the good post-surgical pathology report. Their study doesn't really address that point. I am willing to accept such odds.
So, if I understand the article properly, the nomogram is mostly useful for men who are only a few years beyond RP. It certainly doesn't help to know the likelihood of your being recurrence free at 10 years if you have already got to 11 years, for example.
2. Here they are discussing the validation. The original study applied to a specific study population. The validation then tried to see how well it worked on a different population. In testing that they asked first if it at least ranked patients correctly with respect to greater and lower risk, and they found it did. The secon dpart, if I understand them correctly, refers to whether the actual predictions were at the same level. They discovered that their predictions were a bit optimistic when applied to the validations population, but apparently not greatly so.
There are of course several caveats that need to be considered. It is fairly clear that if Scardino is your surgeon, then your chances of recurrence are going to be lower than if you pick a random surgeon in your community. The question is how much less. The validation gave a partial answer to this: not very much for the other surgeons whose patients were in the validation study. But otherwise it doesn't really give you a good answer.
It is my impression, perhaps it is just my hope, that while things like avoiding impotence are highly dependent on the skill of the surgeons, the likelihood of a cure, after the surgeon reaches a certain level of competence, is not so dependent. You don't really need a "star" to be cured. I certainly hope that I am right about that since my surgeon, while quite good, is not a star. Also, I think the skill of the surgeon already shows up in the post surgical data, such as positive margins, used in the nomogram.
H F - 22 May 2008 12:53 GMT Len and Fred - thanks for your help. You are, indeed, addressing my interest. My undergraduate degree was in math, completed 46 years ago and never used, so I have forgotten twice what I ever knew! My nomograms clearly show that risk of progression increases with time - unless I am not understanding them correctly. For example: Johns Hopkins: Recurrence Probability @ 3 years 51%; @ 10 years 89% Vanguard Urologic: Progression Free Probability: @ 2 years 21%; @ 7 years 2% Sloan Kettering Historical: Progression Free Probability @ 2 years 28%; @ 7 years 3% (Historical Model) @ 2 years 61%; @ 7 years 25% (Current Model) Prostate Center: Biochemical Progression Probability: @ 1 year 14.21%; @ 5 years 42.68% They way I interpret all of these is that my risk increases with time.
This nomogram I have referred to suggests that my 10 year progression free probability is 60%. If I am still free at 3 1/3 years, 70 % and @ 5 years free, 80%.
So these are quite different from the others. Because the authors say the results are too optimistic for patients with calculated 10 year <90%, I am inclined to completely discount this nomogram - as much as I would prefer to adopt its viewpoint! I am not inclined to place a lot of stock in any of them - except the do all seem to suggest that I am a high risk case, so I should seek agressive treatment.............please correct me if you think that is an inappropriate conclusion.
fred - 23 May 2008 03:16 GMT HF....I looked up your stats from previous posts:
RP 14 months ago; T3a, nerve invasion, Gleason = 9, lymph node invasion (4); PSA since <0.007
Right?
Now this is my untrained non-medical opinion which is worth exactly what you are paying for it. No question that the G9 and the lymph node invasion make you high risk, but the post-op PSA of <0.007 for 14 months is wonderful! I think I would choose to watch the PSA like a hawk, getting tested using the ultrasensitive tests every 3 months, and then treat fairly aggressively if you see at least 3 consecutive significant rises. But for goodness sakes, with a 0.007, celebrate the moment!
A couple of general comments:
1. There is no RIGHT decision; you'll get those who, in your situation would treat aggressively now, those who would treat conservatively, or not at all even in the face of persistently rising PSA. Each of these positions has merit, and facts/arguments to support each position. You make your treatment decision based on what seems right to you at the time, after doing whatever research you wish, and listening to the drs in whom you have the most confidence. But you will never know for sure whether you are making the right decision, because there is no such thing based on our knowledge to date. We are all stumbling along making imperfect decisions; that's how it is.
2. Remember, the nomograms are based on treatments which were done many years ago. Therefore, in many respects they don't apply to you. For example, I feel reasonably confident that due to technical advances, salvage radiation (SRT) performed in 2008 is likely be more effective than salvage radiation performed in 1998. But a 10 year nomogram available today to assess probability of recurrence after SRT will, by definition, be based on the results of salvage radiation performed in 1998 or earlier. So the nomogram really has limited predictive value for SRT performed in 2008. Therefore, I would be cautious in basing individual treatment decisions on nomograms. Elizabeth Edwards made that point very clearly re her breast cancer; she said straight out that the statistics based on past treatment regimens don't apply to her because the current treatment technology has improved so much; IMHO, that's a very fair point.
3. With all respect, I think you are still misunderstanding when you say the risk of recurrence increases with time. To the best of my knowledge, all of the nomograms show that the risk of recurrence DECREASES as time goes on. For example, using your numbers from the Hopkins nomogram, 51 men out of a hundred recur after 3 years (average recurrence rate of 17% per year), leaving 49 men who have not recurred. After 10 years, 89 of the original sample of 100 have recurred, which means that between 3 and 10 years, 38 more men recurred out of the 49 remaining after 3 years (average recurrence rate of 38/7 years = 5.5 per year, equals roughly 11% per year of the group who did not recur). So using that example, the Hopkins nomogram shows a decrease in the annual recurrence rate from 17% average in the first 3 years, to 11% average in the last 7 years. As time goes on, certainly more men will recur cumulatively; but as each year goes by and you remain free of recurrence, the less likely it is that you will recur in the future. So the longer you keep your 0.007, the less likely it is that you will recur.
Again, all of the above are the ramblings of someone not trained in either math or medicine; so take it FWIW.
With best wishes
Fred
len - 23 May 2008 05:16 GMT > Len and Fred - thanks for your help. You are, indeed, addressing my > interest. My undergraduate degree was in math, completed 46 years ago > and never used, so I have forgotten twice what I ever knew! Don't feel so bad about that.
A general undergrdaute degree in math isn't a whole lot of help in these matters. Even a Ph D such as mine in some other area than statistics is most likely not going to be helpful. I happen to have studied some statistics, so I have a general idea of what is going on, but I know little or nothing about the specific statistical tests used by biomedical researchers.
> My > nomograms clearly show that risk of progression increases with time - > unless I am not understanding them correctly. You have to distinguish between the risk AT RP of recurring in a specified period of time from the risk of recurrence in the future AFTER the specified period of time. Naturally the former goes up as you increase the time period. The question you are interested in, I believe, is what happens to the second kind of risk. As I noted previously, I think the figures usually refer to the former, but I can't tell without looking directly at the references.
Let me try to given an example. Suppose one study shows the risk at RP of recurrence within 5 years is 40 percent. Suppose also, you know that the ultimate risk at RP of recurrence any time in the future is 70 percent. Suppose you start with 1000 men at RP. Ultimately, 700 will recur, but at 5 years only 400 have recurred. That means that of the 600 men who got to 5 years without recurring, another 700-400 = 300 will recur. That means the ultimate recurrence likelihood at 5 years would be 300/600 = 0.5 = 50 percent. On the other hand, at RP it would have been 70 percent. So that means it would have decreased for those men who got to 5 years recurrence free.
Since a vew if any studies follow men indefinitely, the statistics of any given study don't usually allow a good way to estimate the ultimate recurrence probability starting at RP. So the kind of calculation I just did is usually impossible.
> For example: > Johns Hopkins: Recurrence Probability @ 3 years 51%; @ 10 years 89% I think they are referring here to the likelihood of recurrence within 3 years and 10 years respectively, not the ultimate recurrence likelihood after 3 and 5 years respectively.
> Vanguard Urologic: Progression Free Probability: @ 2 years 21%; @ 7 > years 2% I don't know anything about this estimator, but I bet it is telling you the likelihood of remaining recurrence free within the specified period starting at RP.
> Sloan Kettering Historical: Progression Free Probability @ 2 years > 28%; @ 7 years 3% (Historical Model) > @ 2 years 61%; @ 7 years 25%> (Current Model) The Sloan Kettering models.definitely give the likelihood of being recurrence free within the specified period of time, not the recurrence after that period. I addressed that in some detail in my previous response. The only information they give about ultimate recurrence rates is that the overall likelihood of recurring after 10 years seems to be about 3 percent. But they don't distinguish on the basis of the severity of the case. Higher risk cases, as shown by post-surgical pathology would presumably face a higher risk after 10 years, but they provide no guidance about how much higher.
It is my impression that the risk of ultimate recurrence does drop faster with time recurrence free for more aggressive cases than for others. It is plausible that after 10 years it gets pretty close to that of non-aggressive cases,
> Prostate Center: Biochemical Progression Probability: @ 1 year 14.21%; > @ 5 years 42.68% I would bet these are for recurrence likelihood within the specified period, not the ultimate risk of recurrence after the period has passed.
> They way I interpret all of these is that my risk increases with time. I hope I've explained the likely meaning of the figures.
For example, let's consider the Sloan Kettering Historical Progression Free Probabilities. Suppose it were known that the likelihood of ever recurring were 30 percent. Consider 1000 men. After two years
> This nomogram I have referred to suggests that my 10 year progression > free probability is 60%. If I am still free at 3 1/3 years, 70 % and @ > 5 years free, 80%. > > So these are quite different from the others. Because the authors say > the results are too optimistic for patients with calculated 10 year Let me try to explain that again. What they said was the following. They came up with their predictors from a study on a database of a large number of men. When they applied it to another large group of men at other institutions, they found the predictions to be generally consistent, but a "bit optimistic" although they didn't quantify that.. They don't tell you, from their study, the risk at 10 years of ultimately recurring. The only information they offer about that is the 3 percent overall figure, which didn't come from this study.
> <90%, I am inclined to completely discount this nomogram - as much as > I would prefer to adopt its viewpoint! I agree that this nomogram won't be particularly helpful. I don't know all the details of your case, but I went to the Sloan Kettering site and put in the figures Fred came up with. I had to guess at what to put in. In particular, I presumed there was no seminal node involvement because if there were it would have been classified as 3b. The nomogram gives the following: the likelihood of remaining recurrence free within two years from RP is 83 percent and within 10 years from RP is 36 percent. So if 1000 men like you started at RP 830 would still be recurrence free after 2 years, meaning 170 recurred, By 10 years, the number which would have recurred is 640, so at two years 640 - 170 = 470 remain to recur by 10 years. That means that at 2 years, the likelihood of your recurring within the next 7 years would be 470/830 ~ 57 percent., and of not recurring would be 43 percent. That would still be quite high, but not as bad as the 36 percent figure would suggest. If you get to 5 years being recurrence free, I believe the same sort of calculation would say the likelihood of remaining recurrence free for the next five years would be about 69 percent.
One thing to remember in allof this is that the number of high risk cases in any of these studies is probably relatively small. So the reliability of the predictions may not be as great as it is for lower risk cases which were better represented. That may explain the great divergence in the different predictions.
> I am not inclined to place a > lot of stock in any of them - except the do all seem to suggest that I > am a high risk case, so I should seek agressive > treatment.............please correct me if you think that is an > inappropriate conclusion. I am not in a position to judge what you should do. I don't think the nomograms help. What you have to decide is whether additional treatment would improve your chances at this date, still pretty early in the process. The only thing I know about that is that both Scardino and Walsh remark that you are better off if you go at least 10 months without recurrence, which you have. It is my impresion that the research is somewhat mixed about whther or not treatments such as ADT is likely to be helpful for a man like you and whether it is risky to wait for the PSA to start rising. You should talk to your doctor to that and also see at least one oncologist, preferably more than one.
But it does seem true that the longer you go without recurring, the less likely you are to recur in the future. Of course, if you started ADT, that would upset any such calculations. Presumably you wouldn't be any worse off with respect to the progression of the disease, but I don't know enough even to be sure of that.
H F - 23 May 2008 12:40 GMT > But it does seem true that the longer you go without recurring, the > less likely you are to recur in the future. Of course, if you started > ADT, that would upset any such calculations. Presumably you wouldn't > be any worse off with respect to the progression of the disease, but I > don't know enough even to be sure of that. Len and Fred - thanks for your help and support. I have just skimmed your responses and can see that I am going to have to study them. I am trying to get ready to hit the road in about an hour, so I am saving your responses for when I can devote some time to them.
My current plan is to begin treatment: Eligard + Taxotere. It will start when PSA hits 0.4. This is per my clinical trial.
Steve Kramer - 24 May 2008 15:31 GMT My current plan is to begin treatment: Eligard + Taxotere. It will start when PSA hits 0.4. This is per my clinical trial.
==> I obviously missed something. I thought your last PSA was 13.1.
H F - 25 May 2008 20:44 GMT > My current plan is to begin treatment: Eligard + Taxotere. It will > start when PSA hits 0.4. This is per my clinical trial. > > ==> I obviously missed something. I thought your last PSA was 13.1. Steve - it was 13.1 prior to RP. Since RP it has been <0.007!
Steve Kramer - 26 May 2008 00:56 GMT Oh. Good! That's a relief.
On May 24, 9:31 am, "Steve Kramer" <skra...@cinci.rr.com> wrote:
> My current plan is to begin treatment: Eligard + Taxotere. It will > start when PSA hits 0.4. This is per my clinical trial. > > ==> I obviously missed something. I thought your last PSA was 13.1. Steve - it was 13.1 prior to RP. Since RP it has been <0.007!
Steve Kramer - 26 May 2008 12:15 GMT > On May 24, 9:31 am, "Steve Kramer" <skra...@cinci.rr.com> wrote: >> My current plan is to begin treatment: Eligard + Taxotere. It will [quoted text clipped - 3 lines] > > Steve - it was 13.1 prior to RP. Since RP it has been <0.007! I was just rethinking this -- or should I say understanding this for what it is. You are taking a refreshingly pragmatic view of your Gleason 9, T3, nerve and node involved cancer. Most people with a PSA of 0.007 PSA would praise God for the cure. But, you are not fooled and are already making plans for a PSA 0.40. That's a very healthy approach, I think -- physically and mentally.
 Signature PSA 16 10/17/2000 @ 46 Biopsy 11/01/2000 G7 (3+4), T2c RRP 12/15/2000 G7 (3+4), T3cN0M0 Neg margins PSA <.1 <.1 <.1 .27 .37 .75 PSAD 0.19 years EBRT 05-07/2002 @ 47 PSA .34 .22 .15 .21 .32 PSAD .056 years Lupron 07/03 (1 mo) 8/03 and every 4 months there after PSA .07 .05 .06 .09 .08 .132 .145 PSAD 1.4 years Casodex added daily 07/06 PSA <0.04, <0.05, <0.04, <0.04, <0.1 2/12/08 Non Illegitimi Carborundum
rosbif - 26 May 2008 12:56 GMT >> On May 24, 9:31 am, "Steve Kramer" <skra...@cinci.rr.com> wrote: >>> My current plan is to begin treatment: Eligard + Taxotere. It will [quoted text clipped - 10 lines] >plans for a PSA 0.40. That's a very healthy approach, I think -- physically >and mentally. Most of us paying any kind of attention to this forum - either discussing or just reading - will have developed an edgy realism about the 'cure'. In my case the drive to prepare mentally is fired more by slightly corrosive pessimism, I think. Still, as you say, far better then being doe-eyed about it.
H F - I wanted to ask if you'd completely ruled out SRT when embarking on your RP? Unless I've misunderstood, you seem to imply that your trial has determined the next stage (if any!). I'd be interested in knowing your thinking on this.
Danger Mouse - 26 May 2008 15:16 GMT >>> On May 24, 9:31 am, "Steve Kramer" <skra...@cinci.rr.com> wrote: >>>> My current plan is to begin treatment: Eligard + Taxotere. It will [quoted text clipped - 16 lines] >slightly corrosive pessimism, I think. Still, as you say, far better >then being doe-eyed about it. Don't know how healthy an approach it is, but since my T2B Gleason 7 was removed along with the seminal vesicles and vans defrans (sp?) last Tuesday, I've adopted the attitude that I'm never going to see this particular cancer again, something the doctor says I have a 3-1 shot at achieving.
And, if I do see it again, hopefully it will be late enough for some really rockin' medical advancements like the RF / nanoparticle "cure" to be on the market that will allow me and others to be beating it 100%, or at least keep me alive 'til I die of something else.
But my possible self-deception that everything is going to be fine will be less stessful for me, I think, which I also think is best since I manifest a lot of stress routinely anyway.
DM
rosbif - 26 May 2008 16:35 GMT >Don't know how healthy an approach it is, but since my T2B Gleason 7 was >removed along with the seminal vesicles and vans defrans (sp?) last Tuesday, >I've adopted the attitude that I'm never going to see this particular cancer >again, something the doctor says I have a 3-1 shot at achieving. Now you mention it, I can see there's no best mindset. If he ends up cured, the pessimist has worried needlessy - if not cured, the optimist has at least enjoyed a period free of anxiety.
>And, if I do see it again, hopefully it will be late enough for some really >rockin' medical advancements like the RF / nanoparticle "cure" to be on the >market that will allow me and others to be beating it 100%, or at least keep me >alive 'til I die of something else. I raise my glass of Lidl Corbiere to that prospect...
Steve Kramer - 26 May 2008 18:24 GMT > Don't know how healthy an approach it is, but since my T2B Gleason 7 was > removed along with the seminal vesicles and vans defrans (sp?) last > Tuesday, > I've adopted the attitude that I'm never going to see this particular > cancer > again, something the doctor says I have a 3-1 shot at achieving. While I am suspicious of the "3:1" estimate (only because initially my uro lied to me using the same ratio), I agree that if your T2b and Gleason 7 came from a post-op biopsy, you're doing well and have every reason for anticipation of a good life.
rosbif - 24 May 2008 09:18 GMT >My undergraduate degree was in math, completed 46 years ago >and never used, so I have forgotten twice what I ever knew! Same here, same degree, about 40 years ago, barely used and similar level of atrophy. Still, I bet your mathematical instincts are intact.
That's an interesting nomogram - thanks for the link. What struck me immediately is how fierce the points tally is in its response to higher PSA values and seemingly gentle for higher gleasons and non-confined tumours. That said, some of these conditions are inter-dependent so if the drought doesn't get you the floods will.
> My >nomograms clearly show that risk of progression increases with time - >unless I am not understanding them correctly. Well the nomogram clearly shows that the longer you go progression-free the better are your prospects and this is what I've always been led to understand, although perhaps a little more clearly now.
I picture this based on the analogy of repeated attempts at carelessly crossing a road. Supposing the probability of being run over by a bus is 5% for each careless crossing, then 10 such crossings will increase the probability of being run over at least once to around 40%. If each time the pedestrian crosses the road he becomes marginally more skilled - say 20% improvement - then the risk is a diminishing series (5%, 4%, 3.2%....) and the cumulative 10-crossing total is halved. Those figures are simple and not representative of PCa but I think this is the nature of the position we're in; a reducing year-on-year risk (one road-crossing, always getting better at doing it) but with increased exposure to the possibility of the single event when observed over the longer time span. It's the fact of being alive which puts us at risk and this seems to loom large when we are only just post-treatment and have so many years ahead.
There's an encouraging footnote at the end of fig2 - "...progression after 10 years is extremely rare". That sharply reduced risk shows on the upper part of the graph where all the lines sweep off quickly to the right.
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