New treatment for advanced head and neck cancer

New treatment for advanced head and neck cancer

by | Sujit Rathod -
Number of replies: 9

From The Guardian.

NB: You can answer all of these questions using the only text of the newpaper article.


1. What was the study design?

1b. Why can't you investigate this hypothesis with a cross-sectional design?

2. What were the exposure categories?

2b. Why did the researchers not use a placebo control?

3. What was the outcome of interest?

4. Was the outcome measured as a prevalence, incidence risk, or incidence rate? Why was this a sensible choice?

5. There's evidence of effect modification implied in the article. Can you find it? (Most of you wont be able to answer this yet)

6. What are some of the mediating factors for this exposure-disease relationship? (This question is beyond the scope of our modules, but I'll ask anyways)

In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | SOUJANYA KAUP -

Thank you Sujit for this very interesting method of teaching_learning. 

My answer is as follows: 


1. What was the study design?

Phase 3 clinical trial of combination immunotherapy versus standard chemotherapy among advanced head and neck cancer. 

No information is given about randomisation.

Its a superiority trial.

1b. Why can't you investigate this hypothesis with a cross-sectional design?

The outcome of the trial is a time to event outcome and hence cannot be measured with a cross-sectional design.


2. What were the exposure categories?

Combination immunotherapy (nivolumab and ipilimumab) vs standard chemotherapy

2b. Why did the researchers not use a placebo control?

Using placebo would be unethical. Participants should be provided the standard of care ( which is standard chemotherapy in this case). 

3. What was the outcome of interest?

a. Primary: Survival rate

b. Secondary: adverse effects of treatment

4. Was the outcome measured as a prevalence, incidence risk, or incidence rate? Why was this a sensible choice?

The outcome was measured as an incidence rate as it is a time to event measure. 


5. There's evidence of effect modification implied in the article. Can you find it? (Most of you wont be able to answer this yet)

The effect of immunotherapy combination varies with the presence or absence of PD-L1 marker. Hence there is evidence of effect modification by PD-L1. 


6. What are some of the mediating factors for this exposure-disease relationship? (This question is beyond the scope of our modules, but I'll ask anyways)

?? smoking status, PD-L1 mrker


Soujanya Kaup

In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | Akili Mawazo -

1. What was the study design?

Ø  Intervention study design(phase 3 clinical trial)

1b. Why can't you investigate this hypothesis with a cross-sectional design?

Ø  Its because you have to assign the intervention in one group(nivolumab and ipilimumab) and compare the assigned intervention with the control group and in this case the group which is receiving the normal cancer treatment(chemotherapy and surgery)

2. What were the exposure categories?

Ø  The exposure category were people receiving new treatment of cocktail of immunotherapy medications harnessed patients’ immune systems to kill their own cancer cells(nivolumab and ipilimumab).

2b. Why did the researchers not use a placebo control?

Ø  The researcher did not use the placebo because it was unethical and would lead to loss. In this case placebo were people receiving the normal cancer treatment

3. What was the outcome of interest?

Ø  The outcome of interested was suppressed tumor and  increased survival time

4. Was the outcome measured as a prevalence, incidence risk, or incidence rate? Why was this a sensible choice?

Ø  The outcome was not measures in prevalence, incident or incident rate as this was not sensible. The disease in question is rare and the suppression of tumor and increased survival time was measures

Ø  May be survival rate

5. There's evidence of effect modification implied in the article. Can you find it? (Most of you wont be able to answer this yet)

Ø  PD-L1

6. What are some of the mediating factors for this exposure-disease relationship? (This question is beyond the scope of our modules, but I'll ask anyways

Ø  Patient immunity

Ø  Genetic factors related to cytokine production

 


In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | FATHIMA MINISHA -
Thank you for another interesting read... It was great to read the answers so far as well...

1) It's a prospective interventional study (and most likely randomized as well- considering that it's a phase 3 drug trial).
They are trying to look at the effect of a drug on cancer- which would take place over a period of time. Hence there needs to be a follow-up period- which is why it cannot be a cross-sectional design.

2) Exposure groups would be group A with immunotherapy, group B with standard chemotherapy. Placebo would be unethical here because there exists a standard treatment for this type of cancer which cannot be denied to the patient just for the purpose of the trial..

3) Ok so outcome measures- there are a few mentioned in the article. I am not sure which was the primary outcome
a) There is size of the tumor- the reduction in the size of the tumor
b) There is overall survival - time to death
c) Side effects comparison between the groups

4) There is a time element here and they have used mortality rate- which is a sensible choice.

5) This has been picked up quite nicely by Soujanya and Akili.
 "The results of the trial show the immunotherapy combination enjoyed a particularly high success rate in a group of patients whose tumours had high levels of an immune marker called PD-L1."

6) So mediating factors are factors that provide a sort of explanation for the relationship noted between our exposure and outcome (lies in the causal pathway). 
Patient genetic makeup is always a mediating factor. The type of tumor also could be a factor- based on the immune receptor expressed, the pathways altered by the tumor etc- some could be sensitive to immunotherapy and some have certain features that don't allow the immunotherapy to work. Certain patient-related factors like age gender can act as mediators- as the response to immunotherapy can depend on these factors. Concept wise- these are not confounders because these factors fall in the causal pathway and you cannot adjust for it like we adjust for confounding- these factors will need to be handled statistically in a different way..

Fathima
In reply to | FATHIMA MINISHA

Re: New treatment for advanced head and neck cancer

by | MOHAMED ALI MAGAN -

Answers:

1. What was the study design?

Answer: The study design was interventional study design (Non-randomized)

1b. Why can't you investigate this hypothesis with a cross-sectional design?

Answer: Cross sectional study design is an observational study design and it has nothing to do with interventions, its also point in time study where participants are asked the exposure and outcome at same time while this interventional non-randomized clinical trail involves intervention (giving medicine) and follow-up over period of time. 

2. What were the exposure categories?

Answer: Combination of nivolumab and ipilimumab medications

2b. Why did the researchers not use a placebo control?

Answer: Because they were testing the effectiveness of this treatment and they had comparison group (those exposed to chemotherapy)

3. What was the outcome of interest?

Answer: The neck cancer status

4. Was the outcome measured as a prevalence, incidence risk, or incidence rate? Why was this a sensible choice?

Answer: Prevalence. because they were looking at the total number of patients treated by using this new treatment.

5. There's evidence of effect modification implied in the article. Can you find it? (Most of you wont be able to answer this yet)

6. What are some of the mediating factors for this exposure-disease relationship? (This question is beyond the scope of our modules, but I'll ask anyways)


In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | NADA BASSAM JUMAH RABIE -

1. Interventional trial ( phase 3) not sure of if there is randomization however and nature of comparison group if any 


1b.  the temporal relation won't be accurately estimated  ( causation won't be established, only association ) 


2. immunotherapy ( combination of nivolumab and ipilimumab ) 


2b. that will be unethical in presence of " standard of care" 


3. reduction in tumor size and survival rate 


4.  incidence rate . Sensible because of the high variability of follow up time  


5. they talked about ( reduction in size ) and others for whom the tumor completely disappeared and that there is relation with certain biomarker PD-L1"

6. not sure but will it be the presence of PD-L1??!


thank you for posting this exercise 

In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | Lucila Citcioglu -

1. What was the study design?

Interventional study non-randomized

1b. Why can't you investigate this hypothesis with a cross-sectional design?

A cross-sectional design studies a population in a specific point of time regarding an outcome and/or exposure, and does not study its evolution over time. It does not involve interventions either.  

2. What were the exposure categories?

Exposure: Cocktail of immunotherapy medications (nivolumab and ipilimumab)

Not exposed: Standard care (chemotherapy)

2b. Why did the researchers not use a placebo control?

Because it would not be ethical to deprive patients of treatment when there is an approved chemotherapy regimen. 

3. What was the outcome of interest?

- Primary: Survival rate 

- Other: Reduction in tumor size , side effects

4. Was the outcome measured as a prevalence, incidence risk, or incidence rate? Why was this a sensible choice?

Incidence rate. It was sensible because patients did not start taking the medication at the same time and the follow-up time was variable. 

5. There's evidence of effect modification implied in the article. Can you find it? (Most of you wont be able to answer this yet)

Tumors with high levels of the immune marker PD-L1 had higher survival rates.

6. What are some of the mediating factors for this exposure-disease relationship? (This question is beyond the scope of our modules, but I'll ask anyways)

--
In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | JUDITH MARGARET BURCHARDT -
Thank you to everyone who has replied and Sujit,

1. What was the study design?

Phase 3 clinical trial - so a randomised controlled trial

1b. Why can't you investigate this hypothesis with a cross-sectional design?

The outcome is survival time. Cross-sectional studies only look at a single point in time so cannot be used to see what effect an intervention has on survival time.

2. What were the exposure categories?

Immunotherapy and chemotherapy

2b. Why did the researchers not use a placebo control?

Unethical

3. What was the outcome of interest?

Difference in Survival time

4. Was the outcome measured as a prevalence, incidence risk, or incidence rate? Why was this a sensible choice?

Incidence rate. This was a sensible choice as if prevalence or incidence risk had been used then a cut off time would have to have been chosen at which to measure the outcome. Incidence rate means that survival time from every participant was taken into account, although this will have to have been censored at the end of the study period as thankfully some participants were still alive at the end of the study.

5. There's evidence of effect modification implied in the article. Can you find it? (Most of you wont be able to answer this yet)

Effectiveness varied with levels of an immune marker PD-L1

6. What are some of the mediating factors for this exposure-disease relationship? (This question is beyond the scope of our modules, but I'll ask anyways)

I looked up mediating factor in Porta's dictionary of Epidemiology and was redirected to intermediate variable. This is a variable that is affected by the exposure and itself has an effect on the outcome. In this study I think immune function would be an intermediate variable as it would be affected by immunotherapy and (differently) by chemotherapy and would also have an effect on the outcome of survival time.

Judith
In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | Sujit Rathod -
I didn't notice that the article didn't mention randomization until several of you pointed it out. Well spotted!

Also well done to everyone for picking up on the effect modification. And to Judith for picking out the mediating factor.

It looks like just about everyone is on the right track. And so I'll start to throw in tougher questions, or questions without a single, correct answer, in coming weeks. -s
In reply to | Sujit Rathod

Re: New treatment for advanced head and neck cancer

by | MADHUTANDRA SARKAR -
1. Intervention study (phase 3 clinical trial).
1b. We can’t investigate this hypothesis with a cross-sectional study design, because the cross-sectional study is an observational study done at a particular point in time.
The intervention study design requires following the study groups over a period of time to compare the outcomes among the groups, which is not possible in a cross-sectional design.
2. The exposure categories were 1) patients with advanced head and neck cancer receiving a new cancer treatment, i.e. a cocktail of immunotherapy medications and 2) patients with advanced head and neck cancer receiving standard treatment, i.e. chemotherapy.
2b. The researchers did not use a placebo control, because it would be unethical.
3. The outcomes of interest were 1) long-term survival of the patients, 2) reduction in the size of tumours, and 3) side effects of the medications.
4. Not sure! Most likely, the outcome was measured as an incidence rate as it takes into account the time factor.
5. Evidence of effect modification: The immunotherapy combination (nivolumab and ipilimumab) had a particularly high success rate in the group of patients having tumours with high levels of PD-L1 (an immune marker).
6. The mediating factor may be immunological status of the patients.
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