Wednesday, January 2, 2013

What is $60 Billion For?

Now I was born and raised on Staten Island and I spend many wonderful hours at the Jersey Shore, but $60 Billion is real money. One should have an accounting, one thinks. What is $60 Billion to be spent on, is it to assist the truly needy, or as one may suspect is it packed with pork, gifts to constituents, near and far, and creating just a greater burden on those for whom the support may be truly needed.

Indeed, some of the areas of the Jersey Shore and Staten Island may best be left for mother Nature to settle, one really cannot stop the Ocean. But what are those areas, and do we know so much so quickly that $60 Billion is the correct number. Four years ago we heard of and spent the Stimulus, and as I have been tracking it monthly it had done not one bit of good.


In the Guardian there is a piece on the New Jersey Governor's diatribe against the House asking for some details before agreeing to hand out $60 Billion. It states:

Christie, speaking at a 40-minute long press conference before that announcement, reflected widespread criticism, mainly on the left but also among independents and many Republicans, that the Tea Party-backed Republicans in the House are a disruptive influence, creating chaos in Washington.

"Americans are tired of the palace intrigue and political partisanship of this Congress, which places one-upmanship ahead of the lives of the citizens who sent these people to Washington DC in the first place," Christie said.

 Now slinging mud is perhaps not the benefit that we seek. Leadership seems to be lacking in being able to communicate. It may be fun to listen to the new guy on the street shouting out their complaints, but leadership at times requires tempered communications, explaining what needs to be done, why we should add more on our burden, nit just whipping the mule, until perhaps the poor animal just collapses under the burden.

Regrettably, in my opinion, we seem to be lacking in true political leadership, lacking in that tempered ability to lead by communicating, lead by example, lead by bringing the masses along in a rational manner.

One of the most critical elements I see not being anywhere is that very simple  ability to lead by example, to show others that we too can carry the load. One of the best CEOs I have ever seen would take the subway, sit in coach, and buy his own lunch. The arrogance of leadership leaves the leader without followers. Marcus Aurelius was as a Stoic also a great leader. Reading his works may sometime help those who are in positions of leadership learn the art of leading. We seem to lack a great deal of leadership talent in our current politicians.

Changes to Pathology

In the recent JAMA there is an interesting discussion regarding the treatment of biopsy samples. The issue is simple and critical. Typically the pathologist examines the tissue sample using a variety of techniques and reaches a conclusion. However with the advances in genomics one would like to examine the gene and pathway micro structure of the sample. They state:   

Genomics is poised to revolutionize cancer treatment. Whole genome sequencing is becoming more rapid, accurate, and affordable, and the ability to use genomic data to match biologically based therapy to an individual is becoming a reality. As the sequencing endeavor transitions from a heroic effort performed by a dedicated team for a particular patient to a routine component of most, if not all, cancer diagnoses, standards for acquiring appropriate tissue samples also must evolve. This is necessary because an individual's native (germline) genome must be compared with the genome of the tumor.

They then continue:   

Gerlinger et al reported an analysis of whole exome sequencing of frozen tissue from multiple regions of tumors among patients with metastatic renal cell carcinoma. The most salient finding was intratumor diversity, whereby driver mutations in the mTOR gene were found only in some regions of the tumors. The authors concluded that single tumor biopsies may “underestimate the tumor genomics landscape” and “may present major challenges to personalized medicine and biomarker development." Here, the implication is particularly striking because many needle biopsies and aspirations performed routinely today have barely adequate tissue to be regarded as fulfilling an ideal “single” sample, let alone enough to detect intratumor heterogeneity.

The issue is significant for many reasons. Having the germline and the somatic profiles we can start to see where changes go. But I believe that there are more issues:

1. Stem cell: If indeed we have stem cells and they are somewhat rare then we need a large selection of cells to compare.

2. Metastasis: If we have mets then we need to compare the in situ cells to the mets, and perhaps across many such mets to see what changes where. This may be especially true for such things as the miR-26a microRNA local environment discussion made recently.

3. miRNA: What about the miRNAs, these must also be tracked.

This opens a set of truly critical issues. Collecting cells is important, enough cells is critical, and establishing a data base and access to it is essential. Clearly a new set of tools will be needed but this open a vast array of new data usages which we need.

Thoughts on the Deficit

The deficit is a problem but why? We are still looking at $1T and the folks in DC seem clueless. Well let's look at a back of the envelope analysis. I use some recent but not great data. It seems it is tough to get the latest from the Feds, although the FRB in St Louis does a great job.

Now here are some thoughts:

First, above is the change in expenditures by Agency from 2008 to 2011. It is a $400B increase. Nothing much has happened, just an increase. Why?
First Agriculture increased because of Food Stamps and the Broadband Stimulus etc. For a nation which is bordering on the morbidly obese why the food stamp excess?

Now for one of the big ones, Defense, a $150B increase. We were getting out of 2 wars so why the increase? Never really gets explained. Frankly $500B is not a bad number, $750B is insane. So here is a great place to start.
Now the revenue is a problem. Here we have a $400 drop. Taxes are just not there; fewer people working and lower business taxes. Simple. Get people back to work. Easier said than done.


But easier said than done. Yet we are not collecting SSI from those employed, part of the Tax Break.That is significant and it frankly is a large part of the drop.

So we have here $800B of the$1T. This can be solved by (1) cutting expenses, and we know where, (2) hopefully getting more back to work, simply by demonstrating an understanding of the problem and showing that it is being fixed.

But wait, now we have the ACA, and if you thought the above was a mess just wait till we finish 2013! Happy New Year.

TCP/IP at 30

I read a piece today in Le Monde describing this as the 30th anniversary of TCP/IP,the Internet protocol. From an IEEE paper in May 1974, by Kahn and Cerf, entitled A Protocol For Packet Network Intercommunication, there evolved this simple method of communicating over a computer network. As they stated then:

A protocol that supports the sharing of resources that exist in different packet switching networks is presented. The protocol provides for variation in individual network packet sizes, transmission failures, sequencing flow control, end-to-end error checking, and the creation and destruction of  logical process-to-process connections. Some implementation issues are considered, and problems such as internetwork routing, accounting, and timeouts are exposed. 

Le Monde states:

 Internet, 30 ans déjà ? En écrivant cela, on imagine déjà les commentateurs de ce post s'étriper sur la "vraie" date de naissance du Réseau. Alors précisons tout de suite : il y a trente ans (et un jour), le protocole TCP/IP voyait le jour, rappelle l'un de ses pères fondateurs, Vint Cerf, sur le blog des équipes de Google....

C'est pour palier ce problème que Vint Cerf et Robert Kahn ont développé un nouveau protocole TCP/IP, afin que tous les réseaux, et les ordinateurs parlent le même langage. Le 1er janvier 1983 avait été fixé comme dead-line pour migrer tous les serveurs du réseau Arpanet vers le nouveau protocole. "Quand ce jour-là est arrivé, l'émotion était palpable (...) Il n'y eut pas de grande célébration – je ne trouve pas même une seule photo – indique Vint Cerf. Le seul souvenir que l'on a gardé ce sont les badges 'j'ai survécu au passage au TCP/IP' que portaient fièrement ceux qui avaient surmonté cette épreuve !"

Thus as Vint states on his Google posting:

 It’s been almost 40 years since Bob and I wrote our paper, and I can assure you while we had high hopes, we did not dare to assume that the Internet would turn into the worldwide platform it’s become. I feel immensely privileged to have played a part and, like any proud parent, have delighted in watching it grow. I continue to do what I can to protect its future. I hope you’ll join me today in raising a toast to the Internet—may it continue to connect us for years to come.

 I remember coming from MIT to Comsat in 1975 and being told that one task was to try this protocol out on our satellite links. Harry Van Trees headed the Department and Estil Hoversten and BobKahn, forever tennis partners, tried this out, and I managed to get the links in place, oftentimes going around corners and dealing with "friends" to help out. In it went to Goonhilly (England) and Trondheim (Norway) and I even got a few to other strange places as we tested variants.

So Happy 30th birthday.

Tuesday, January 1, 2013

Understanding Cancer Risks

Now in today’s NY Times[1] there is an article by some woman who is concerned about here genes. As the writer states:

I jogged into the Stanford Cancer Clinic with my boyfriend, the youngest people there by two decades. We stood there sweating and holding hands, a jarring sight in the sickly light.

“You are 18, right?” the receptionist asked. Behind me, a woman so gaunt that her cheekbones protruded rolled by in a wheelchair. The oncologist called me alone to the exam room, and I told her the story I had revealed to more doctors than friends: I carry the BRCA1 mutation, which gives you a 98 percent chance of developing cancer.

Somatic versus germline, this is somatic. Namely the presence of this gene mutation in a Bayesian sense yields a high probability of incidence. So what does one do? Remove the offending organs, watch and wait, forget about it? All of these are options, and options that have costs and consequences. Remember the aphorism, “prior planning prevents poor performance”.

Now what can one do when one may be faced with such a dilemma? Let us consider several examples. They may all be primarily somatic and they are all Bayesian. There are two questions; what to do when and why to do what? Let us consider the first question; what to do when?

1. Colon Cancer: Assume there are three family members who have had colon cancer, two first degree, mother and sister, and a second degree, an aunt. What should one do? This tells one almost as much as BRCA status. Clearly if one has this family history one should have frequent colonoscopies. Finding an adenoma early means it is excised before becoming malignant. It reduces the risk of a malignancy.

2. Melanoma: Assume that one has two first degree relatives with melanoma and that you have had four atypical or dysplastic nevi. Now what should one do? Clearly one has a significantly elevated risk of melanoma. Melanoma for the most part is on the surface skin, it can also be in the eye, colon, mouth, or other epithelium. So how best to handle it? Periodic skin examination and excision of lesions as early as possible, seems at present to be the best. Are there any gene tests? Not really, not yet. But one must euphemistically just keep ahead of the bow wave.

3. Prostate Cancer: This gets tricky and political. Assume you have one first degree relative who dies of a highly aggressive form of prostate cancer; PSA of 4-40 in two years and 40-dead in another two. You have annual PSA tests, best we can do, excluding PCA3, and you find a velocity of 0.8 pa. Namely there is a sudden spike. What to do? Here is where its gets political. Akin to the BRCA issue, kind of, you get a prostate biopsy. It is negative. Does that tell you something? Yes but not all, a second one in 912 months is essential, especially if PSA still rising. What you see is a complex process, with risks, costs, and uncertain outcomes.

4. BRCA Breast Cancer Presence: Now look at the case in the paper. You have relatives with BRCA mutation positive and you wonder what to do. Now that depends. In this case your test if also showing a mutation means you have a very elevated risk of breast and ovarian cancer. Do you get a mastectomy and the ovaries removed? It is costly and yet the risk if substantial. It is disfiguring and possibly even more. Is the cost worth it, is the discomfort, physical and mental worth it, possibly. It is a personal decision. For society is it worth it, yes, having a productive member may very well be more important than having a deceased one.

Now the author continues:

So was I wrong to unwind my double helix?

My risks of getting cancer at 21 are too low for me to do anything differently to better my odds. The knowledge is both irrelevant and painful; it’s obsessed me and made me behave irrationally. I wake from nightmares in which I am dying from cancer. I reread the memoirs of patients with metastatic disease until I can’t see the text through my tears. In my supposedly rational pursuit of knowledge, I’ve gone a little mad.



Despite an excess of information, I pursued more, enrolling in Stanford’s cancer biology class. The professor filled his slides with dark oncological puns, lecturing with the almost robotic detachment I sometimes see in those who work closely with cancer. Maybe I, too, am becoming robotic. I can laugh at the puns, calmly press lecturers on survival rates for breast cancer, marvel at the elegant molecular mechanisms by which it eats us alive. Just as tumors eventually swell too large for their hosts to endure, will all this knowledge grow past what I can handle?

Now let us consider the second question, why to do what? This is the tough question. This is the self-searching, soul searching, process. Each person in a way answers it differently. I have seen the following types of people:

1. Pragmatics: These people just do not want to leave a mess around, and they believe that if they get ill they create a mess for themselves and others and then why not just take preventive measures now and get the risk reduced if possible. The go for colonoscopies, skin exams, and yes eve gene testing, if the result has a positive mitigating factor. If the gene test, however, shows a deadly disease potential for which there is no cure, then let fate take its toll. On a cost benefit analysis basis these are not the cheapest overall for society, but are cheap.

2. Hypochondriacs: Yes they exists, they want every test no matter how costly and how ineffective. On a cost benefit basis, this cost a fortune.

3. Deniers: These people would not get tested for any reason until the end is near. The old man who has not had a bowel movement for eight weeks, has lost 20% body weight and has sever back pain. They he finally is dragged in and we see metastasized pancreatic cancer, and he has a best a week to live. On the cost basis, they are the lowest. In this case they go from diagnosis to a hospice for a very short while.

4. The Terrified: This is a mix between the hypochondriac and the denier. They have a real basis for concern, yet they do not outright deny it. They vacillate between considering and effecting preventive care and then falling back into nothing for fear of the result.
These four groups are just a few of the generalizations that one sees. But one of the most important questions that a physician can ask themselves is what type of patient am I seeing, how will they react, what motivates them to do the right thing, assuming we know what that even is. Thus how does a physician motivate a smoker to stop, a diabetic, Type 2, to shed weight, and a drug abuser to quit? What of the mammogram for a woman, do we harass her to have one? Evan if there is no family history. All too often we have the one test fits all, yet with genomic tests we do have much better tools. How will a patient react?

In ten years of less, along with the CBC, done by a simple machine, we will have a full gene profile of somatic genes. What do we do with it? Knowledge will change each year as we understand more and more. Yet the full gene profile may not change. What does the patient want to know, need to know, and what does the patient not really have to know? These will be the driving questions.

But in a way this article is akin to the first and second year Med students, who often come down with diseases they are studying, at least a few come down with certainty with Dengue Fever, despite the fact that they never left Massachusetts. Then it slowly disappears. The more one knows the more one understands the disease and the person often separate, but always in the same package.

More on miRNAs

Muller Fabbri reports in Cancer Research[1]:
  
MicroRNAs (miRNA) are small noncoding RNAs with gene regulatory functions. Their expression is frequently dysregulated in almost all human tumors and they can be found circulating within exosomes secreted by cancer cells.

In addition to being promising cancer biomarkers with diagnostic, prognostic, and theranostic implications, circulating miRNAs have also important biologic functions: they can be engulfed by immune cells surrounding cancer cells within the tumor microenvironment and bind to toll-like receptors (TLR7 in mice and TLR8 in human) expressed by the immune cells. 

As a result, the binding miRNAs function as agonists of these single-stranded RNA-binding TLRs, leading to NF-κB signaling activation and secretion of interleukin (IL)-6 and TNF-α, which promote cancer cell growth and metastasization. 

This novel miRNA mechanism of action suggests that these small noncoding RNAs can act as hormones (we call these miRNAs hormone miRNAs or H-miRNAs). 

 The discovery that miRNAs released by cancer cells can bind to a receptor in a surrounding immune cell is completely novel. Other receptors (in addition to TLR7 and TLR8) are likely to be found, but this is the first identified miRNA receptor and it is relevant to cancer. This review discusses the meaning of this discovery and comments on the exciting future implications of these findings in the context of tumor microenvironment biology as well as of other human diseases.

Recall that NF-κB is a protein complex which has the ability to control transcription. This means that activation of this protein and its related pathways can result on growth and proliferation and if done in a malignant cell can result in metastasis. Simply it senses from the kinase receptors and then if activated sends out transcription factors to start the process. We show this below.

 Now the specifics are detailed below. We need an activator and when the activator ligand is attached to a receptor the process begins, allowing the Rel and p50 to move to the nucleus and start transcription.

 Here is what the author argues happens. The Figure below depicts it in some detail:


 Specifically the steps are as follows:

1. Malignant cell releases miRNA from its nucleus which goes out of cell to ECM

2. miRNA finds T cell and bind to Tcell receptor TLR, toll like receptor

3. Binding causes T cell to release IL-6 and TNF-α

4. The IL-6 and TNF-α are attached to the malignant cell receptors and promote growth and proliferation (metastasis)

Namely the malignant cell can by emitting miRNAs get the surrounding cells to assist it in proliferating. This is an observation consistent with some we commented on a few months ago, namely that cancer cells have the ability to enlist the neighboring benign cells to assist it in spreading. The difference here is the use of miRNAs to do that.

This is a positive feedback loop, an unstable process, one where the cancer cell has enlisted the benign cells which should be doing a different task to seed the malignant cell with metastatic strength. This is a wonderful example of how the small miRNAs can act in a multiple set of ways.

We find this most interesting not only from its prognostic ability but also from its ability to target and suppress the miRNAs.

On the other hand our simple models just keep getting more complex.


[1] Fabbri, M., TLRs and miRNA Receptors, Cancer Research December 2012, http://cancerres.aacrjournals.org/content/72/24/6333.abstract