Clinical Data Scientist Looking For Specialty Advice

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confused_doc

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This is going to be long as I’ve ruminated and obsessed over this A LOT, so please bear with me.

I really need help deciding on a specialty. I am someone who strongly values cerebral/analytical thinking, autonomy and observable results. But I also like patient contact and insight into the “human condition” i.e. how people react in truly difficult situations (I’m not a sadist I promise, it’s just something that you don’t get to see much and somewhat unique to medicine).

I’m also very much keen on research and entrepreneurship, and I have a master’s degree in data science, which I love due to how analytical and mathematical it is, but I really want to apply my skills in this area to medical research.

I’ve narrowed it to about 5 specialties.

Derm – I’ll be honest I think the bread and butter of acne, psoriasis and eczema management is boring af, but I really like complex med derm and surgical derm. In another life, I would have been a plastic surgeon because I love the thinking that goes into reconstructions to produce the best cosmetic result. They often have a set of tools and techniques, but no clear protocol of how to close a defect to make a patient look as normal as possible. I also like that you can see the result straightaway, so you know if you did a good job early on. However, the long and intense hours of residency would not allow me to cultivate my interest in data science and entrepreneurship during residency, whereas I think derm is one of the few specialties that allows for a good work life balance during and after training, high levels of autonomy, good compensation and also includes some of the elements I like in plastics and other areas of medicine i.e. complex med derm includes working up patients according to their H+P to find a diagnosis, which I really like. Furthermore, as I really value autonomy, I really like how it’s relatively easy to set up your own private practice as a dermatologist and not be beholden to a hospital system and deal with the headache that it brings.

Neuro - I really like how logical and cerebral it is. Localising the lesion and making a diagnosis is very satisfying to me. The patients often have quite interesting signs and symptoms too. However, there is no surgical element – I know neurologists can do a lot of procedures e.g. botox, emg etc but I like surgery rather than just procedures for the reasons I listed above. Also the patient outcomes can be a bit depressing as the conditions in neuro can be seriously debilitating compared to other specialties. That still somewhat attracts me due to my strong research interests, but there’s a good chance despite my best efforts I can’t help progress the field so it may still be depressing. Also the training is again quite intense with lots of overnight call, so that again may not allow me to cultivate other interests.

Rheum – Similar to neuro, cerebral specialty. I like the weird symptoms that rheum patients can sometimes present with, which can make the work up fun, like solving a diagnostic puzzle. But I don’t find the pure musculoskeletal/metabolic conditions nearly as interesting as the autoimmune/vasculitis conditions, and I think the musculoskeletal side makes up the bulk of the work. Also, derm manages a lot of autoimmune/vasculitis patients with cutaneous manifestations – but I’m not sure how often derm does the work-up vs rheum?

Psych – Pros: The patients in inpatient psych can be very interesting, and although the conditions may not be super varied, their individual background stories make them unique. Also, similarly to derm, it’s really easy to set up your own private practice and even practice remotely via telemedicine.

Cons: I find outpatient psych pretty boring. Additionally, the relapse rate due to patients not having insight into their condition and therefore not taking meds would feel very frustrating to me. Also the field seems much less objective than other areas of medicine.

Genetics – sounds great on paper and I really like bioinformatics, but when I shadowed a clinical geneticist, it seemed less cerebral and investigative than I thought. A baby had a port wine stain, and the geneticist essentially just ordered every genetic test in existence, which didn’t yield any specific results, and then said to the mother we essentially watch and wait to see if the baby develops any disease. It seemed like the role of the clinical geneticist was more of a supportive rather than active role and I didn’t really see them making any useful intervention. Also correct me if I’m wrong, but the field focuses on esoteric genetic conditions that happen in mainly babies/kids. But I’m more interested in doing things like GWAS studies and integrating that with clinical, radiological and laboratory investigations to find biomarkers to better understand diseases that currently have limited treatment options, and using this information to develop medications. It seems this area of research can be done by any specialty and being a clinical geneticist wouldn’t necessarily give me an advantage? Also clinical geneticists don’t really seem to have many private practice opportunities, and for the most part it seems you’re constrained to work in an academic centre so much less autonomy than some of the other specialties.

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I'm not from the US, but i'm a medical doctor who has completed intern year. We don't specialise straight away.
 
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Genetics – sounds great on paper and I really like bioinformatics, but when I shadowed a clinical geneticist, it seemed less cerebral and investigative than I thought. A baby had a port wine stain, and the geneticist essentially just ordered every genetic test in existence, which didn’t yield any specific results, and then said to the mother we essentially watch and wait to see if the baby develops any disease.
I friend! I like your short list of potential specialties! They are all solid choices and make sense based on how you describe yourself - I think any of those will likely make for a satisfying career path. I wonder have you considered Infectious Disease, too? Lots of thinking in that as well.

Couldn't resist replying: I'm the Chief Resident in Genetics, I've completed all my clinical training and am wrapping up a year of supported research. I'm actually on vacation now until I finish my training at the end of this month in Clinical Genetics and Genome sciences combined research pathway with Internal Medicine (5 year pathway). I also trained and practiced electrical engineering with a focus on signal processing and data analysis. I'm also married to a PhD candidate in Genetic Epidemiology who has an MPH in stats epi (a data scientist household through-and-though, I think I see her running RStudio in the other room currently). So you can see I couldn't resist!

What follows is my VERY biased opinion:

0) I say "A geneticist is the second best doctor in the hospital." And when people give me funny looks I add that's because they are "the second best cardiologist, the second best dermatologist, the second best pathologist..." You have to keep up your skills on every field to practice general genetics. Seems to me that you like the unusual - so I ask: why settle for the unusual in ONE specialty when you can have them ALL? :)

1) Genetics is THE most cerebral of specialties (shots fired pathology!) - You are supposed to recognize 7000 syndromes in order to pass boards (yikes). In addition - you need to do complete medical histories and sometimes full exams. You can literally spend days - no WEEKS - on a single case, or sometimes you just nail it right away and look God-like. I'm currently pouring over old records from the 1950s for a novel familial cancer syndrome. I'm hoping to save life and limb for some of the younger generation of this family - quite literally and without exaggeration. I've got freaking House-MD-level stacks of case files on my desk, and I love it. My wife thinks I'm crazy....like a fox! There's something about making that diagnosis that's like a hit of crack! When I'm on a case - it's relentless until I find an answer. Might take years, but I'll get there. Anyway - if you want investigations - THIS is the specialty for you. Hands down. In that regard it can be sooooo gratifying. I used to joke back when I was "just an engineer" that "I'm a thinker not a do-er". Well, now I have the training certificate to prove it! In fact - I might get me a little Auguste Rodin miniature sculpture for my desk, now that I think of it (pun intended).

2) Intellectual laziness abounds in medicine - I cannot speak to your shadowing experience, but perhaps this played a factor? (ir)Regardless of what happened I wouldn't judge the specialty by a lack-luster shadowing experience, or any specialty for that matter.

3) Bioinformatics rules - you will really have to bulk up your doctor skills while maintaining you mad data scientist skill set to be able to navigate both worlds confidently and with credibility. Good news is - there is lots of data in Genetics. Like metric crap tons. If you learn to unlock it, you'll have lots of opportunities. But at first most of this data will be on the research side of your career/training and less-so on the clinical side. But if that's your jam - hell - then you might even consider a clinical bioinformatics fellowship (yes! they exist too!) AFTER a genetics fellowship (if you really enjoy learning). Or consider a genomics fellowship - or even go all-out and get a Stats/Epidemiology and or Bioinformatics/Population Health PhD, even better. :)

4) "Essentially just ordered every genetic test in existence" is hyperbole, I know, but I did laugh a bit! I think that is a criticism leveled at geneticists everywhere, mainly by non-geneticists "on the outside looking in". But it can also be one of the biggest insults from one geneticist to another, for sure. Believe me, I have relished the few instances were I walked into a consult and nailed a complex diagnosis with a single gene test. But in reality, that's few-and-far in between. Often larger gene panels are a compromise between the reality of the practice of medicine and the "pure science" of genetics. But also - note that Thinking is a mostly invisible process - so there may have been a lot of thought that went into the decision to go with a large multi-gene panel with either NGS or del/dup testing as a reflex for the port wine stain case...or not. Too bad you can't ask the attending for their clinical thought process at the time - it might surprise you?

5) Anyway - The Good, the Bad, and the Ugly: The good news is that Genetics is one of the most in-demand specialties in medicine, with something like an 8:1 or 12:1 job posting:graduate ratio. Mind you, many are geared towards pediatrics geneticists, but still - I had no problems findings jobs... well, actually I didn't even LOOK for a single job, I was cold-called a year before I graduated. Multiple times. So, there's that - you'll never be unemployed in Genetics. Then there's always the "nuclear option" which you alluded to, where you could consider going into industry for Pharma or related corporate research... Either way it's a natural specialty to support a research career. The bad news is that because there are limited spots for training, many FMGs have a tough time matching into them. Finally the Ugly news is that many geneticists are overworked. My training department was booking 3-4 months for appointments. Try explaining to upper management that you need AT LEAST one hour for a new patient office visit. Watch their heads explode. Some administrators just don't get it. On average, one geneticist is supporting something like 1000 doctors in the U.S. I once did a "back-of-the-napkin" calculation and came up with approximately 3 times as many neurosurgeons as geneticists in practice in the U.S., if that gives you a better sense of the "rarity" of the specialty (at least here in the U.S. - not sure where you are). Anyway - the fact is, the geneticist you shadowed may very well be overworked and undervalued, and that could have played a factor too in your experience.

It seemed like the role of the clinical geneticist was more of a supportive rather than active role and I didn’t really see them making any useful intervention.



6) Also because of the scarcity - many larger health organizations have geneticists in a strictly consultation role, meaning they assess and diagnose and return patients to their primary care. The entire national Veterans Affairs (VA) hospital system in the U.S. comes to mind, because they have consolidated their genetics department nationally into one group in Salt Lake City, Utah. But geneticists work at such placed by choice, mind you. I know several geneticists who are brilliant, but have zero interest in longitudinal care. They have self-selected hospitals systems with minimal continuity of care. Me, on the other hand, I love it. When I take care of one of only 12 people on Earth (living or dead) to ever to be diagnosed with a disorder, I become their de facto expert and primary care physician. I really like being "that person". I nerd out on that. And strictly speaking, I've only "intervened" objectively in one person's DNA so far in a gene therapy trial. I'm certain there will be more gene therapies to come and being a geneticist will place you at the front of the line for such future research and therapy opportunities - you, too, could perhaps call yourself a "genomic surgeon" someday! But beyond that, interventions are much more broad - and keeping an active role in the management of genetics disorders will only become more and more relevant as time goes by and as we subclassify diseases with more precise genotypic information.

Also correct me if I’m wrong, but the field focuses on esoteric genetic conditions that happen in mainly babies/kids.
7) Again: I'm the product of a combined Internal Medicine and Medical Genetics and Genomics program - I am literally who I am because of the need identified at the national level for more non-pediatric trained geneticists. Genetics affects every age group. In fact, recent estimates are that approximately half of all non-traumatic disorders of adulthood have a genetic risk factor or outright genetic component. Having said that, Genetics as a specialty is broad training and you are trained and qualified to address heritable disorders from pre-conception to neurodegenerative disorders of the elderly. But what you focus on as a career will largely depend on your interests.

But I’m more interested in doing things like GWAS studies and integrating that with clinical, radiological and laboratory investigations to find biomarkers to better understand diseases that currently have limited treatment options, and using this information to develop medications.

8) The "low hanging fruit" of small GWAS studies are in the past - hell it's been 15 years since they really became popular. The GWAS studies of the future are going to be large, multinational, HUGE consortium studies, and yes, you can participate in these consortia regardless of your training in genetics.

It seems this area of research can be done by any specialty and being a clinical geneticist wouldn’t necessarily give me an advantage? Also clinical geneticists don’t really seem to have many private practice opportunities, and for the most part it seems you’re constrained to work in an academic centre so much less autonomy than some of the other specialties.
9) Again - due to the rarity of the specialty - a few things happen. First, in the void of trained geneticists, many other physicians have taken up the "cause génomique". So, until the field produces more well-rounded geneticists, there will always be space for "genetics adjacent" specialists. But I caution you NOT to conflate this with proper genetics training. Indeed - there are no shortage of other physicians who literally call themselves "geneticists" without the training. Yet - I have seen many, many well trained specialists in other fields make eye-popping mistakes with respect to genetics testing, consent, interpretation, etc. At least in the U.S. insurance companies are wising up to the fact that genetic testing is now being ordered willy-nilly and some are starting to refuse tests not ordered by a trained geneticist. But you do have a point here - Note that the emphasis on clinical genetics is clinical - not population genomics or genetics. In fact, it is sort of "anathema" to your desires to perform/participate in GWAS which is gathering population level data - Clinical Genetics is doing precision medicine at the individual level. Mind you, clinical genetics is a great fit for genetic epidemiology researcher - but it isn't required. You are right - you don't necessarily have an advantage - but I would argue you wouldn't have that much in any other specialty either. Plenty of people have VERY successful bioinformatics careers without the MD, even. In fact, if you are more interested in bioinformatics, then maybe you should consider augmenting your Master's and getting a PhD in stats/epi/quantitative health?

A) To your concerns for autonomy - with big institutions come big bureaucracies, indeed. You are "preaching to the choir" - I turned down offers at large institutions, but I'm still interested in a secondary academic affiliation for research collaborations. Still - this specialty is so in-demand, I know people who are half-time, part-time, locums. Why? because they can be. The market is that tight. Also - there's a different type of autonomy at larger institutions for geneticist - you see: thinking can be done just about anywhere, so schedule flexibility is actually quite nice. Yes, you will need to see patients, but beyond that much of your work is solo. Compare this to, say, interventional neuroradiology which hospitals generally frown upon performing in your makeshift office at home. Furthermore, you can subspecialize in cancer genomics, cardiogenetics, dermatogenetics, connective tissues disorders, etc if your institution is large enough. So there's plenty of different practice patterns in Genetics, even within the same institution.

Anyway - I have been dormant for a long time on SDN - but I'm on vacation until the end of my training. I'll be starting later this summer in private practice, in a primary care setting for rare diseases and performing funded genetics research. My training pathway exists for people interested in such a career. We are in demand (I think there may only be three IM/Genetics trainees graduating this year nationally...) I exist, too, so it's possible. But with such small numbers, as you know, I'm just an anecdote.

Good luck!
 
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I friend! I like your short list of potential specialties! They are all solid choices and make sense based on how you describe yourself - I think any of those will likely make for a satisfying career path. I wonder have you considered Infectious Disease, too? Lots of thinking in that as well.

Couldn't resist replying: I'm the Chief Resident in Genetics, I've completed all my clinical training and am wrapping up a year of supported research. I'm actually on vacation now until I finish my training at the end of this month in Clinical Genetics and Genome sciences combined research pathway with Internal Medicine (5 year pathway). I also trained and practiced electrical engineering with a focus on signal processing and data analysis. I'm also married to a PhD candidate in Genetic Epidemiology who has an MPH in stats epi (a data scientist household through-and-though, I think I see her running RStudio in the other room currently). So you can see I couldn't resist!

What follows is my VERY biased opinion:

0) I say "A geneticist is the second best doctor in the hospital." And when people give me funny looks I add that's because they are "the second best cardiologist, the second best dermatologist, the second best pathologist..." You have to keep up your skills on every field to practice general genetics. Seems to me that you like the unusual - so I ask: why settle for the unusual in ONE specialty when you can have them ALL? :)

1) Genetics is THE most cerebral of specialties (shots fired pathology!) - You are supposed to recognize 7000 syndromes in order to pass boards (yikes). In addition - you need to do complete medical histories and sometimes full exams. You can literally spend days - no WEEKS - on a single case, or sometimes you just nail it right away and look God-like. I'm currently pouring over old records from the 1950s for a novel familial cancer syndrome. I'm hoping to save life and limb for some of the younger generation of this family - quite literally and without exaggeration. I've got freaking House-MD-level stacks of case files on my desk, and I love it. My wife thinks I'm crazy....like a fox! There's something about making that diagnosis that's like a hit of crack! When I'm on a case - it's relentless until I find an answer. Might take years, but I'll get there. Anyway - if you want investigations - THIS is the specialty for you. Hands down. In that regard it can be sooooo gratifying. I used to joke back when I was "just an engineer" that "I'm a thinker not a do-er". Well, now I have the training certificate to prove it! In fact - I might get me a little Auguste Rodin miniature sculpture for my desk, now that I think of it (pun intended).

2) Intellectual laziness abounds in medicine - I cannot speak to your shadowing experience, but perhaps this played a factor? (ir)Regardless of what happened I wouldn't judge the specialty by a lack-luster shadowing experience, or any specialty for that matter.

3) Bioinformatics rules - you will really have to bulk up your doctor skills while maintaining you mad data scientist skill set to be able to navigate both worlds confidently and with credibility. Good news is - there is lots of data in Genetics. Like metric crap tons. If you learn to unlock it, you'll have lots of opportunities. But at first most of this data will be on the research side of your career/training and less-so on the clinical side. But if that's your jam - hell - then you might even consider a clinical bioinformatics fellowship (yes! they exist too!) AFTER a genetics fellowship (if you really enjoy learning). Or consider a genomics fellowship - or even go all-out and get a Stats/Epidemiology and or Bioinformatics/Population Health PhD, even better. :)

4) "Essentially just ordered every genetic test in existence" is hyperbole, I know, but I did laugh a bit! I think that is a criticism leveled at geneticists everywhere, mainly by non-geneticists "on the outside looking in". But it can also be one of the biggest insults from one geneticist to another, for sure. Believe me, I have relished the few instances were I walked into a consult and nailed a complex diagnosis with a single gene test. But in reality, that's few-and-far in between. Often larger gene panels are a compromise between the reality of the practice of medicine and the "pure science" of genetics. But also - note that Thinking is a mostly invisible process - so there may have been a lot of thought that went into the decision to go with a large multi-gene panel with either NGS or del/dup testing as a reflex for the port wine stain case...or not. Too bad you can't ask the attending for their clinical thought process at the time - it might surprise you?

5) Anyway - The Good, the Bad, and the Ugly: The good news is that Genetics is one of the most in-demand specialties in medicine, with something like an 8:1 or 12:1 job posting:graduate ratio. Mind you, many are geared towards pediatrics geneticists, but still - I had no problems findings jobs... well, actually I didn't even LOOK for a single job, I was cold-called a year before I graduated. Multiple times. So, there's that - you'll never be unemployed in Genetics. Then there's always the "nuclear option" which you alluded to, where you could consider going into industry for Pharma or related corporate research... Either way it's a natural specialty to support a research career. The bad news is that because there are limited spots for training, many FMGs have a tough time matching into them. Finally the Ugly news is that many geneticists are overworked. My training department was booking 3-4 months for appointments. Try explaining to upper management that you need AT LEAST one hour for a new patient office visit. Watch their heads explode. Some administrators just don't get it. On average, one geneticist is supporting something like 1000 doctors in the U.S. I once did a "back-of-the-napkin" calculation and came up with approximately 3 times as many neurosurgeons as geneticists in practice in the U.S., if that gives you a better sense of the "rarity" of the specialty (at least here in the U.S. - not sure where you are). Anyway - the fact is, the geneticist you shadowed may very well be overworked and undervalued, and that could have played a factor too in your experience.





6) Also because of the scarcity - many larger health organizations have geneticists in a strictly consultation role, meaning they assess and diagnose and return patients to their primary care. The entire national Veterans Affairs (VA) hospital system in the U.S. comes to mind, because they have consolidated their genetics department nationally into one group in Salt Lake City, Utah. But geneticists work at such placed by choice, mind you. I know several geneticists who are brilliant, but have zero interest in longitudinal care. They have self-selected hospitals systems with minimal continuity of care. Me, on the other hand, I love it. When I take care of one of only 12 people on Earth (living or dead) to ever to be diagnosed with a disorder, I become their de facto expert and primary care physician. I really like being "that person". I nerd out on that. And strictly speaking, I've only "intervened" objectively in one person's DNA so far in a gene therapy trial. I'm certain there will be more gene therapies to come and being a geneticist will place you at the front of the line for such future research and therapy opportunities - you, too, could perhaps call yourself a "genomic surgeon" someday! But beyond that, interventions are much more broad - and keeping an active role in the management of genetics disorders will only become more and more relevant as time goes by and as we subclassify diseases with more precise genotypic information.


7) Again: I'm the product of a combined Internal Medicine and Medical Genetics and Genomics program - I am literally who I am because of the need identified at the national level for more non-pediatric trained geneticists. Genetics affects every age group. In fact, recent estimates are that approximately half of all non-traumatic disorders of adulthood have a genetic risk factor or outright genetic component. Having said that, Genetics as a specialty is broad training and you are trained and qualified to address heritable disorders from pre-conception to neurodegenerative disorders of the elderly. But what you focus on as a career will largely depend on your interests.



8) The "low hanging fruit" of small GWAS studies are in the past - hell it's been 15 years since they really became popular. The GWAS studies of the future are going to be large, multinational, HUGE consortium studies, and yes, you can participate in these consortia regardless of your training in genetics.


9) Again - due to the rarity of the specialty - a few things happen. First, in the void of trained geneticists, many other physicians have taken up the "cause génomique". So, until the field produces more well-rounded geneticists, there will always be space for "genetics adjacent" specialists. But I caution you NOT to conflate this with proper genetics training. Indeed - there are no shortage of other physicians who literally call themselves "geneticists" without the training. Yet - I have seen many, many well trained specialists in other fields make eye-popping mistakes with respect to genetics testing, consent, interpretation, etc. At least in the U.S. insurance companies are wising up to the fact that genetic testing is now being ordered willy-nilly and some are starting to refuse tests not ordered by a trained geneticist. But you do have a point here - Note that the emphasis on clinical genetics is clinical - not population genomics or genetics. In fact, it is sort of "anathema" to your desires to perform/participate in GWAS which is gathering population level data - Clinical Genetics is doing precision medicine at the individual level. Mind you, clinical genetics is a great fit for genetic epidemiology researcher - but it isn't required. You are right - you don't necessarily have an advantage - but I would argue you wouldn't have that much in any other specialty either. Plenty of people have VERY successful bioinformatics careers without the MD, even. In fact, if you are more interested in bioinformatics, then maybe you should consider augmenting your Master's and getting a PhD in stats/epi/quantitative health?

A) To your concerns for autonomy - with big institutions come big bureaucracies, indeed. You are "preaching to the choir" - I turned down offers at large institutions, but I'm still interested in a secondary academic affiliation for research collaborations. Still - this specialty is so in-demand, I know people who are half-time, part-time, locums. Why? because they can be. The market is that tight. Also - there's a different type of autonomy at larger institutions for geneticist - you see: thinking can be done just about anywhere, so schedule flexibility is actually quite nice. Yes, you will need to see patients, but beyond that much of your work is solo. Compare this to, say, interventional neuroradiology which hospitals generally frown upon performing in your makeshift office at home. Furthermore, you can subspecialize in cancer genomics, cardiogenetics, dermatogenetics, connective tissues disorders, etc if your institution is large enough. So there's plenty of different practice patterns in Genetics, even within the same institution.

Anyway - I have been dormant for a long time on SDN - but I'm on vacation until the end of my training. I'll be starting later this summer in private practice, in a primary care setting for rare diseases and performing funded genetics research. My training pathway exists for people interested in such a career. We are in demand (I think there may only be three IM/Genetics trainees graduating this year nationally...) I exist, too, so it's possible. But with such small numbers, as you know, I'm just an anecdote.

Good luck!

OMG thanks so much for replying. I was secretly hoping a clinical geneticist would reply and dispute much that I said about the field, because on paper it seems so perfect for me. I really love all you've said and the field is evolving so rapidly so it definitely seems like an exciting time to enter the field, especially as personalised medicine becomes so big. I would want to do IM/Genetics too or at least a prelim year in IM so i'm so glad that this is your background.

I have some follow-up questions for you if that's ok.

1. Do you think the combined IM/Genetics is necessary or will you be just as good of a geneticist if you do the prelim year in IM followed by the fellowship in genetics?

2. Also I would love to know more about your process for a typical pt. So how does it work exactly? A doctor consults you about a patient, how often do they give you the diagnosis and want your help counselling the patient vs don't know what's going on and want your help diagnosing the patient? Also how does the genetic testing work? Does whole genome sequencing return with a clear diagnosis or does it just inform you of areas in the patient's genome that are different to most people's genome and you have to put this in context with what you know about biochem/genetic pathology to formulate a diagnosis?

3. Are you ever asked to see a pt in the inpt setting or do you always wait until they are well enough to attend your clinic?

4. You mentioned that you put one patient into a gene therapy trial, that sounds awesome. Are there any other types of interventions that you can do for patients?

5. What is the difference between the role of the genetic counsellor vs clinical geneticist?

6. Can you please recommend some good resources in terms of books, videos etc that as a resident you used to study the material you needed to know to do the job as well as some materials that can give greater insight into the daily job of a geneticist. Has any geneticist every written a book about the interesting cases they've seen in their career or I guess that might not be possible as their patients would be one of so few people in the world with the condition, so it might be easy to identify them...

7. I've heard the pay is quite low and in line with pediatrics, but as you did IM/genetics would the pay be in line with IM for you?

8. Please can you tell me more negatives of the field, which you would only know if you worked in the field. I just want to truly inform myself of everything.

I really love everything you said and it sounds very much like my dream job in many ways. When I shadowed a geneticist, I literally shadowed for one day and the geneticist saw one patient that day, so that clearly wasn't a fair sample. She was also a pediatric geneticist and I've never shadowed an adlut geneticist, so i'm going to get more shadowing experience in adult genetics. From everything you've said the field sounds truly awesome and compliments my interests so much.
 
Also what is the lifestyle in residency like? As well as the lifestyle in private practice?
 
I've had a look online for clinical bioinformatics fellowships but I can only find clinical informatics fellowships. Are there any specific clinical bioinformatics fellowships?
 
OMG thanks so much for replying. I was secretly hoping a clinical geneticist would reply and dispute much that I said about the field, because on paper it seems so perfect for me. I really love all you've said and the field is evolving so rapidly so it definitely seems like an exciting time to enter the field, especially as personalised medicine becomes so big. I would want to do IM/Genetics too or at least a prelim year in IM so i'm so glad that this is your background.
You're welcome! Mind you everything I say is n=1, so I can only speak to my experience these past 5 years of combined residency/fellowship PLUS my experience as the chief resident managing other genetics residents across disciplines and my first- and second-hand stories of Genetics attendings. I haven't yet started my new practice/job so I will have to defer questions as my position will certainly evolve as I get into it - especially since it was tailored to my preferences and isn't a fixed job description yet. Plus, I need to maintain some anonymity, as little as can be had at this point given my education and training.

I have some follow-up questions for you if that's ok.

1. Do you think the combined IM/Genetics is necessary or will you be just as good of a geneticist if you do the prelim year in IM followed by the fellowship in genetics?

Well - I think it is much easier for me personally to justify NOT being in a pediatrics department as IM-Genetics trained, so there's a plus there. Again - it depends on what you want to do with Genetics. If you are interested in dysmorphology, then perhaps IM training is superfluous since that work will focus on pediatrics and newborns. But if you wanted to practice, for example, cardiogenetics of DCM/NICM - aka genetics of adult heart failure, it would behoove you to have exposure to Cardiac ICU and inpatient cardiology to understand heart failure medications and perhaps rotate through services like Advanced Heart Failure ICUs for mechanical circulatory support management and exposure to Swan-Ganz caths / cardiac imaging rotations. If you wanted to see ARVC then rotating in cardiac electrophysiology clinics would also be a benefit.

I have posted on this very forum in the distance past the idea that you shouldn't do training if as a "stepping stone" only. Life happens and sometimes you need a Plan B. For example, I think it's dangerous to do General Surgery knowing you are only interested in a bariatric fellowship and never want to practice GS. Similarly if you are not interested in IM, maybe IM/Genetics isn't a good choice. However, you will have no backup as a categorical Genetics resident (technically it's not a "fellowship", since you will have not been board-eligible at the time of starting your training). As the same time, if you never ever want to practice IM, then I wouldn't suggest doing it.

Interestingly, I know a junior attending IM/Geneticist who up and quit Genetics to practice IM when they cut his protected research time and asked him to do more clinical work (don't ask because I don't know all the details - but as I made reference before, Geneticists can be overworked). It was bold and definitely brash for him to do that - but the point is he had options. He took a hospitalist job in IM (2 weeks on 2 weeks off), and easily doubled his salary overnight. Now, that's extreme, and not what he wanted to do - but it illustrates that IM training isn't just for show.

On the other hand, I also trained with one of the first categorical geneticists trainees in the country (after she completed a prelim year elsewhere in another specialty). She is now completing a biochemical (metabolic) fellowship this month, and she is starting another fellowship. She is well-trained and capable in my eyes. And she has no regrets - but then again she will likely not practice general genetics, or only see a very small subset of patients and is OK with that (sorry for being somewhat vague).

2. Also I would love to know more about your process for a typical pt. So how does it work exactly? A doctor consults you about a patient, how often do they give you the diagnosis and want your help counselling the patient vs don't know what's going on and want your help diagnosing the patient? Also how does the genetic testing work? Does whole genome sequencing return with a clear diagnosis or does it just inform you of areas in the patient's genome that are different to most people's genome and you have to put this in context with what you know about biochem/genetic pathology to formulate a diagnosis?

Soo much to parse in #2 - There are no typical patients. Not to be difficult - but it's true. That's a double-edged sword. Yes, there are bread-and-butter cases that can be done programmatically and fairly efficiently. But really - most patients don't fit a general picture and that's why they end up in Genetics after a very very long diagnostic odyssey. I know "House MD" gets bandied about on these forums often - but really, Genetics is the specialty that collects all the misfits (and I'm not talking just about patients. :p ). I recall a statistic for a particular disease that it takes on average several years from onset of significant symptoms before even get referred to Genetics for their first visit. So often patients they come with large files of the million-dollar-workup and a if they are not overt symptoms the unofficial label of "crazy".

There's soooo so much I have to say about consults from other specialties. I have worked on presenting to grand rounds for other departments and noon conferences for residents about the dos-and-don'ts of consulting Genetics - it really will take a lot of time to discuss this topic and it isn't something that is straight-forward. First and foremost, I'd say 50-75% of all inpatient consults can be completed as outpatient. Many come as a referral with a clinical diagnosis or a phenotype or concern (Charcot-Marie-Tooth, or Autism Spectrum Disorder, or Chronic Pancreatitis, Pheochromocytoma, HLH, etc...). The clearer the phenotype, the better the consult will be. If, on the other hand, the consult is "Stroke in a 45 year with multiple comorbidities and a funny looking brother" - then, don't expect us to perform miracles [and, yes, that was an actual consult request I received once. When I summarized that they were consulting me for "funny looking brother" the intern blurted out "Well, we you say it THAT way it sounds stupid!" - and I just let his statement hang in the air."

Again - I'm speaking from my training experience at a large institution. So a couple scenarios do play out: 1) When the primary team consults Everyone Underneath The Sun - wherein some adult/kid is crashing and Genetics gets swept up in the consultation dragnet. 2) The panicked consult for "interpretation" of a test that Genetics wasn't involved with and when the results are not straight-forward we are called in to clean up the mess. 3) The honest, "hey this is weird, what do you think?" thoughtful consults. Rarely - it's a consult for specific testing - for example for homocystinuria after a clear-cut clinical diagnosis by other specialties.

How Does Genetic Testing Work? This is a very open-ended question with so many ways to interpret what you want to know - before I answer, I'll ask you for clarification of what you meant by this?

When you start getting into the "diagnostic yield" of Whole Genome Sequencing (WGS) vs. Whole Exome Sequencing (WES) vs. targeted panel testing, this is the very art of my training. Also pre-test probability (yes that fun topic from Step 1-3!) is absolutely important to know. But in short, I think WGS is still clinically hard to justify vs. WES. "Clear diagnosis" can be found with any of these test technologies - but I'd say overall the yield can be low.


3. Are you ever asked to see a pt in the inpt setting or do you always wait until they are well enough to attend your clinic?

My training program runs two consult services - General Genetics and a Metabolism (biochemical) service. ABMGG requires you to have exposure to both during training, mind you. The reason for two services is to allow for some respite of the residents. Metabolic call is the one exception to the "chill" lifestyle of Genetics - it can be serious and tough to be on call, you are fielding 24/7 hotline and covering a large service area and similar to the role of centralized Poison Control you can remotely assist patient management at other facilities in times of crisis. I've had to talk through management with ED attendings at outside hospitals and even helped triage a baby a couple hours away at another academic center with a known metabolic disorder. You also need to cover newborn screening for the entire community. It's excellent training, but it can be daunting, too. I think my first solo call without a metabolic fellow (just me and an attending) began with a cardiac arrest in a 12 hour old infant who was life-flighted from a different quaternary care (as opposed to tertiary care) facility without inpatient metabolism team. Prior to COVID/consolidation of inpatient services at my training hospitals we also ran an inpatient floor metabolic service on the peds side. That is, we staffed a true inpatient team with the Genetics residents acting as the fellow, managing a senior pediatric resident and 4 peds intern + med student on the team. This might come as a surprise - but there is plenty of work for Genetics all around.

But I digress - back to general consults - Yes and no - honestly, I think connecting a patient with Genetics while there are inpatient is a good first step. I would say it is also a chance for our service to decide if inpatient vs. outpatient testing is appropriate, or if testing is appropriate at all. This starts to delve into the business of medicine and how testing in general is billed here in the U.S. and stewardship of limited medical resources, etc. etc. It's a whole topic of discussion, and probably not entirely useful if you are not planning on training/being here in the U.S. The end effect, though, is that Genetics service needs to be the "wet blanket" to cool down other excited doctors who want testing ASAP or are super-excited about a potential diagnosis.

4. You mentioned that you put one patient into a gene therapy trial, that sounds awesome. Are there any other types of interventions that you can do for patients?

Lots - beyond messing with their DNA, of course. Imagine using older drugs for new purposes. Chaperoning misfolded protein products, or opening misbehaving ion channels (think the entire "caftor" class of medications - the hint is right in the drug class name. ASOs is an entire class of medications and includes exon skipping/alternative splicing therapies [Antisense Oligonucleotides: An Emerging Area in Drug Discovery and Development], the old and venerable gentamicin has a secret super-power because it can "read through" premature stop codons (aka nonsense mutations). Metabolism is full of treatments and there are several treatment strategies in clinical practice from limiting substrates or eliminating/shunting toxic byproducts of affected biochemical pathways, to just touch upon a couple. Cancer oncology has excellent strategies, lots of promising therapies - just google topics like "synthetic lethality" or "parp inhibitors". All of these therapies fundamentally require a genetic diagnosis and wouldn't be possible without a foundation in clinical and research genetics...and the list goes on and on and on...really this would be a great time to be joining into the field of Genetics, in my biased opinion. As we get better genotypical information on patients we will start seeing true personalized medicine naturally emerge. There's a movement to ditch Charcot-Marie-Tooth which was first subdivided into Type 1 and Type 2 - it's do diluted now that CMT "Type 2Z" means almost nothing. Honestly - if someone were to specific try therapies for "Type 2Z" patients, they might find they respond well to a particular drug or therapy - until then, nobody knows. Here's an example of tailoring treatment: Celiprolol [Celiprolol] as a case example. It's an unusual beta-blocker, and not one many cardiologists know about...yet - it has not yet been approved in the US but they are specifically targeting vascular EDS due to it's unique properties. My point being, the more we know about the underlying mechanisms of many more genetic disorders, the more we will be able to treat.




5. What is the difference between the role of the genetic counsellor vs clinical geneticist?

They are different, and this much GCs and I can agree upon. Mind you, it's a Master's program, and some programs are more clinical vs. research focused. It can be a touchy subject, and a source of friction in many places, tbh. As Chief Resident, I have been privy to some tense meetings to smooth over ruffled feathers between GCs and Geneticists. It's natural as we are still trying to understand their roles as both specialties grow. To be fair, GC training is very different, but that can be lost on management sometimes when they make false equivalencies. Again - I think it a general "theme" of my training that we have to be better advocates (hence me responding here) - tirelessly advancing and explaining our role since there are not many of us around - otherwise others will be defining our roles for us. I will also say I have excellent relationships with many GCs and some of them I would trust with managing my own Mom if she needed their assistance. But their are limitations to what they can and cannot do, and I think your role as a geneticist is to be a physician first and perhaps a researcher second. I think there are tasks that many GCs do that don't make sense to have a medical geneticist do - aka you would not be "operating at the top of your license" if you were doing their equivalent work. Be certain that working with GCs will be a part of y our practice. Again with the vacuum of not enough geneticists, GCs have and will continue to push for more scope, autonomy, and even independence in clinical practice, and in some regards it is reasonable, since there is so much work to be done.


6. Can you please recommend some good resources in terms of books, videos etc that as a resident you used to study the material you needed to know to do the job as well as some materials that can give greater insight into the daily job of a geneticist. Has any geneticist every written a book about the interesting cases they've seen in their career or I guess that might not be possible as their patients would be one of so few people in the world with the condition, so it might be easy to identify them...

Thompson and Thompson Genetics in Medicine, and Smith's Recognizable Patterns of Human Malformations come to mind off the top of my head.
No - I don't know of any excellent reading for a geneticist - hmmmm there's a thought.


7. I've heard the pay is quite low and in line with pediatrics, but as you did IM/genetics would the pay be in line with IM for you?

So - one of my job offers was written for a ped-geneticist, verbally they mentioned that they would "adjust it" for IM, but I didn't pursue it mugh further than that. But you are correct - many jobs are tailored to the Peds-scale of salary, but again I think you can make your own exceptions to the rules. It cuts both ways again since there is almost no hard compensation info out there for you or your potential employer to leverage in your negotiations.

8. Please can you tell me more negatives of the field, which you would only know if you worked in the field. I just want to truly inform myself of everything.

Every specialty has its negatives. Every specialty has that one (or two) referrals/consults that can try your patience. For Genetics, it is often self-referrals and referrals for hypermobile EDS. It can be frustrating since there is no known genetic diagnosis for the disorder hEDS, and self-referrals often do not rise to the level of requiring testing (thanks Dr. Google for the referral) so imagine the endless revolving door of disappointed patients when they find out there is no "test" for hEDS or that they don't fit the criteria for XYZ.

More generally - genetic testing can be inconclusive or even negative even despite a strong clinical suspicion. Like I said before, getting an answer can sometimes take years - if you are easily frustrated or discouraged, then this is not the specialty for you.

There can be LOTS of paperwork and coordinating to successfully consent and obtain samples (especially if there are multiple family members involved). Again in the U.S. you often have to fight insurance and clarify and document or summarize clinical notes for the testing laboratories. It can be very detailed-oriented and if you are put off by some of this "tedium" then you will not like the specialty.

I will be the first to admit I am super slow at note writing. I am hardly a perfectionist, but I write detailed technical notes and have much to say. If you are hung-up on perfection in your notes, then you will find you are writing them late at night, on the weekends, etc. One of my favorite attendings is triple-boarded Peds-Neuro-Genetics and she writes the most eloquent and thoughtful notes. But she works at least 6 days a week because of her internal drive to write such notes. Mind you, beyond the Genetics department, in busy clinical practice I am certain all but a few attendings ever read her notes fully. Anyway - if you cannot be at least somewhat organized and efficient with your notes, you will drown quickly in Genetics

Also - If you have got a sense from my responses - it can be VERY tiring to have to explain to nearly everyone you ever meet professionally what you can and cannot do as a geneticist. Beyond the pediatrics department, people will look at you as if you have two heads. This might sound like a minor deal, but it can wear you down.


I really love everything you said and it sounds very much like my dream job in many ways. When I shadowed a geneticist, I literally shadowed for one day and the geneticist saw one patient that day, so that clearly wasn't a fair sample. She was also a pediatric geneticist and I've never shadowed an adlut geneticist, so i'm going to get more shadowing experience in adult genetics. From everything you've said the field sounds truly awesome and compliments my interests so much.

As lots of questions - Honestly, enthusiastic learners really make an attendings day.

Also what is the lifestyle in residency like? As well as the lifestyle in private practice?
Residency: In combined programs (Ped or IM) the Intern year is well...intern year. No Genetics. Same as it is everywhere. You ramp up 50-50 in PGY2 to something like 60-40 PGY3, and in the 100% Genetics your last PGY4 year (I am the last I believe in the country of the 5-year program, but there may still be opportunities to take an extra year of research). Beyond metabolic call, you will manage inpatient consult service rotations, have rotations in various labs (next gen sequencing, cytogenetics, molecular genetics), you will see patients in lots of different genetics clinics with GCs supervising in some (such as prenatal genetics) and working with interdisciplinary teams/attendings in others (Prader Willi clinic, craniofacial clinic with Plastic Surgery, Connective Tissue clinic with cardiology and radiology, etc. etc). Each Genetics department has different attendings and interests, you will likely also be in other specialty clinics as your interests arise (heart failure, Trisomy 21, vascular, pulmonary hypertension clinics, etc etc.). There will be graduate level coursework and case conferences and other didatics. You will interact with other residents, metabolic and Genetics attendings, MFM (high risk OBGYN) and GCs, GC students, GCAs (assistants) and lots of staff to coordinate care. You will also interface with so many other specialities.

Again, I can only speak for my own training, but a "typical" day as a senior resident (no such thing) on outpatient my go like this: I might roll in around 9-10a and go and after my first post-discharge no-show I go up and sit at a teaching microscope with a heme pathologist and quibble about whether my patient's eosinophils are vacuolated on a peripheral smear to help confirm a suspected diagnosis. Then I might pop over the the heart failure ICU to consent someone for cardiac genetic testing that's an interesting case for me, running into the head of pulm crit care who has an interesting case they want to discuss (not that interesting)...Maybe get back to the office and see a new patient for about 30-45 minutes taking a pedigree, and consenting them for testing, then since I have time, I head over to labor and delivery with the on-call attending to see a newborn with suspected Turner Syndrome based on maternal cell-free DNA screening, confirm the family history and find the cord blood sample (it's a game we like to play) for karyotyping, evaluate the child, make sure the cord blood (found it in the fridge two floors down!) makes it to our genetics lab safely and then maybe I grab some lunch with friends. Afterwards, I maybe have a no-show so instead I go and tell the PICU to tell the interns to hold TPN before repeating an abnormal Newborn Screen result (Really, guys? Every time? Really?), answer a few pointed secure messaging questions about which tube and how to order testing for such-and-such by other services/residents, then go back to the office write some notes and review testing results for a few of my patients (it's like christmas when reports are ready!) call some of them, and then read up on a new diagnosis for a new disease unexpectedly found on sequencing. Probably roll out of the office around 5-6p.


Practice: TBD
 
I've had a look online for clinical bioinformatics fellowships but I can only find clinical informatics fellowships. Are there any specific clinical bioinformatics fellowships?
Ah, sorry if I misspoke - You are correct - not to my knowledge is there specifically a bioinformatics fellowship - but my understanding is that clinical informatics is fairly nebulous and if you look at the sample fellowship schedules, there is not mandatory, and much of the training can be really quite tailored to your specific interests, including bioinformatics.
 
"Clear diagnosis" can be found with any of these test technologies - but I'd say overall the yield can be low.
Thanks so much for your amazingly detailed replies. They are so helpful! I just wanted to clarify some things. What makes the overall yield low for these technologies? Is it because they are just returning variants that the patient has and these variants aren't always indicative of a genetic disease?

They are different, and this much GCs and I can agree upon. Mind you, it's a Master's program, and some programs are more clinical vs. research focused. It can be a touchy subject, and a source of friction in many places, tbh.
Interesting, so genetics has it's own flavor of midlevel issues. Is there encroachment from NPs and PAs in genetics too?
(I am the last I believe in the country of the 5-year program, but there may still be opportunities to take an extra year of research).
So are all IM/genetics residencies converting to 4 years? I just saw a document that said as of april 2021 there were 6 IM/genetics residencies, and I think hopkins and bwh are 5 years and everyone else is 4 years. So do you know if those programs be converting to 4 year programs too?

you will see patients in lots of different genetics clinics with GCs supervising in some (such as prenatal genetics)
Are there some subspecialty clinics that are mainly run by genetic counsellors vs clinical geneticists? If so, apart from prenatal genetics what other sub specialties would fall into this category?

Your day sounds so varied. I honestly can't wait to do more shadowing in the specialty, do you think a full month will be enough to get sufficient insight into it?

Thanks again for answering so many of my questions, it's so hard to gain insight into the field as it's so small and niche, but it honestly sounds like a hidden treasure in medicine.
 
By the way I just found a book on amazon called the genome odyssey: medical mysteries and the incredible quest to solve them. It came out this year in April and it's written by a professor of medicine and genomics at Stanford about the difficult cases that he's encountered in his career as a clinical geneticist.
 
By the way I just found a book on amazon called the genome odyssey: medical mysteries and the incredible quest to solve them. It came out this year in April and it's written by a professor of medicine and genomics at Stanford about the difficult cases that he's encountered in his career as a clinical geneticist.

Dang! There goes my book idea. I'm sure mine offering would be much more irreverent though.
Love in the Time of Collagen Disorders
- Short stories and related metabolic frolics in the world of Genetics, by vc7777
 
Thanks so much for your amazingly detailed replies. They are so helpful! I just wanted to clarify some things.
You're welcome - I am but an ambassador to Genetics training - it's a natural extension of being the Chief Resident this past year, and part of my advocacy for the entire field.

What makes the overall yield low for these technologies?

Well, so many things factor into yield, but ultimately the limitations of the test itself and the limit to human knowledge are both biggies. Often, we DO advise patients to come back at a later date (as you noted during your shadowing) - this is time for both for the patient to "declare" a fuller phenotypic picture to help give us clues for the diagnosis, but also quite literally to let the medical literature have time to catch up with our clinical conundrums.

Medicine has fooled itself into thinking we understand genetics. Moreover, genetic testing labs have lead many (non-genetic) clinicians to becoming complacent - that genetic testing is easy as ordering a hematocrit. Man, there is so much that goes into a genetic test report, and I will say that I often read the reports with a hefty dose of skepticism - especially if I find mistakes.

What if I told you that the human genome reference was largely assembled from a single anonymous white guy who answered a classified ad in the local newspaper from Buffalo NY? Look it up. Crazy, huh? In the era of Black Lives Matter I should point out that variants identified in underrepresented minorities that may actually be "normal" variants are probably flagged more often because of this non-inclusive work - and other systemic biases. How big of a concern could this be? Well, you can get a sense from a recent "Pan-African" sampling of healthy individuals showed something like 10% of their common human genome didn't even map to the current human genome reference. Guess what? If a sequence doesn't map to the reference then it might as well not exist because almost nobody will be looking at it. Mainly because it won't show up in your analysis pipeline. In one large genomic database of 500,000+ supposedly healthy, anonymous adults, there are 13 individuals who literally shouldn't be alive because they have what appears to be uniformly fatal childhood diseases. I think we have plenty of mounting evidence that each and every one of us harbors distinct mutations that have accumulated since conception. Note that the vast majority of large genomic databases use peripheral blood leukocytes as a source of DNA - that's all great as a first order approximation, but it's not the entire story. Interesting, huh? I find all of this super-cool and I can't wait till be get to the bottom of all of it. What about mosaicism and clonal expansions?
Hopefully within my lifetime.


Is it because they are just returning variants that the patient has and these variants aren't always indicative of a genetic disease?
Well, I applaud your enthusiasm, but the answer you seek is exactly what training is intended to provide. "Genetic testing" is such a broad topic - and it is FAR from simple, although it is becoming easier to order. I would wager to say that most non-genetics physician really don't understand the testing that they order. The Devil is in the details, though.

From genotyping, karyotyping, FISH, various assays, functional studies, Sanger sequencing, Next Gen Sequencing, MLPA assays, etc etc...there are so many ways to assess for genetic variation and each has it's pros and cons. Furthermore the "variants" found can have very nuanced interpretations and often take a very thorough and thoughtful assessment.

For example, a straight-forward missense variant in a protein-coding gene might involve determining the parent of origin vs. de novo status, tissue-specific gene expressions, previous public and private database assertions of its pathogenicity, the biochemical impact of the Amino Acid substitution, whether it is in a "hot spot" region of known pathogenic mutations, whether it is in cis- or trans- with another known or suspected pathogenic mutation, whether the AA and protein are "evolutionarily constrained" as well as using various in silico prediction algorithms (and there are literally dozens and dozens of those) - not to mention the clinical phenotype vs. published phenotypes, known inheritance patterns, and possible supporting/refuting additional laboratory and imaging results to make my ultimate assertion. I probably forgot a few things. To paraphrase Mark Twain - sorry this is so long, I didn't have time to make it short.

And mind you - I'm narrowly thinking about DNA-based, germline disorders, and not somatic/clonal expansions or extreme skewed X inactivation, nor am I talking about the broader metabolic testing techniques, or other "omics", RNA sequencing, and proteomics, other techniques like Hi-C, CHiP seq, eipgenetics/methylation studies...There is so much happening in genetics/genomics it's literally ridic.

Interesting, so genetics has it's own flavor of midlevel issues. Is there encroachment from NPs and PAs in genetics too?
Yeah, I don't think any specialty is exempt from this phenomena. To put a positive spin on it: there is plenty of work to go around, and I don't see the workforce expanding so rapidly that there will ever be a glut of clinical geneticists. In my experience I have not run into many NPs and PAs save a few- although again, I think you will see that there are now DNP programs in genetics and genomics due to that vacuum in the workforce.

So are all IM/genetics residencies converting to 4 years? I just saw a document that said as of april 2021 there were 6 IM/genetics residencies, and I think hopkins and bwh are 5 years and everyone else is 4 years. So do you know if those programs be converting to 4 year programs too?
Hmmm...To be fair - I have not looked at many of the training website in quite a few years - but I am pretty sure they have all converted over to the 4 curriculum, but I believe there is still encouragement to take an additional year of research (although funding may now be up to you/the institution). That would be a good question to ask the programs, directly.

Yes - in 2021 there are 6 residencies, many taking only one resident a year or sometimes every other year. Sometimes they just don't match trainees. You might find this document interesting:
Genetic Services: Information on Genetic Counselor and Medical Geneticist Workforces - especially page 22 at the bottom - a total of 6 IM/Genetics trainees in the U.S. last academic year. Note that they do not discern backgrounds for straight 2-year genetics trainees - but for the combined track: 6. If I had a catastrophic house fire while barbequing for my junior residents last year, I could've easily wiped out 66% of the entire U.S. trainee pool. Dangerously delicious bbq. :p

Are there some subspecialty clinics that are mainly run by genetic counsellors vs clinical geneticists? If so, apart from prenatal genetics what other sub specialties would fall into this category?
Prenatal and carrier screening for couples are pretty straight forward areas of genetics, difficult cases are often "kicked up" to MFM/Genetics physicians as needed, but otherwise run pretty smoothly. Newborn screening can often be triaged by GCs too. Interestingly, Cancer Oncology is another well-defined area and hereditary cancer syndromes are similarly managed - and managed very well - by GC-lead teams. Again - unusual (age of onset, location, timing, etc) cancers and metachronus cancer cases might be addressed separately and involve both oncology and onc geneticists.

Your day sounds so varied. I honestly can't wait to do more shadowing in the specialty, do you think a full month will be enough to get sufficient insight into it?

Thanks again for answering so many of my questions, it's so hard to gain insight into the field as it's so small and niche, but it honestly sounds like a hidden treasure in medicine.
It's perfect for an ADHD guy like me, to be fair. And things ebb-and-flow, you know? But I do like the autonomy because I can hyperfocus on interesting cases, and sprinkle in some much needed variety to keep me stimulated here-and-there.

Well, yes, Genetics is hardly the specialty for everyone, and I would 100% encourage a longer rotation to get the feel for the workload. Unfortunately, it can take quite some time to get results back and it's something I know can be difficult to see start-to-finish on even a 4 week rotation. I often ask rotators if they would like me to let them know the results after they leave. I think it is much more engaging when you know the patient, know how they present, and are invested from the initial consult to the results. Anyway - you are right there are not that many practitioners overall and even fewer IM/Genetics trained - so I get that it's hard to draw broad generalizations about the field, and hence my rambling replies for you and others lurking. Yes - go in eyes-wide-open and explore the field. But also shhh...keep it between you and me!
 
Dang! There goes my book idea. I'm sure mine offering would be much more irreverent though.
Love in the Time of Collagen Disorders
- Short stories and related metabolic frolics in the world of Genetics, by vc7777
Haha epic title - you should definitely write it!
 
You're welcome - I am but an ambassador to Genetics training - it's a natural extension of being the Chief Resident this past year, and part of my advocacy for the entire field.



Well, so many things factor into yield, but ultimately the limitations of the test itself and the limit to human knowledge are both biggies. Often, we DO advise patients to come back at a later date (as you noted during your shadowing) - this is time for both for the patient to "declare" a fuller phenotypic picture to help give us clues for the diagnosis, but also quite literally to let the medical literature have time to catch up with our clinical conundrums.

Medicine has fooled itself into thinking we understand genetics. Moreover, genetic testing labs have lead many (non-genetic) clinicians to becoming complacent - that genetic testing is easy as ordering a hematocrit. Man, there is so much that goes into a genetic test report, and I will say that I often read the reports with a hefty dose of skepticism - especially if I find mistakes.

What if I told you that the human genome reference was largely assembled from a single anonymous white guy who answered a classified ad in the local newspaper from Buffalo NY? Look it up. Crazy, huh? In the era of Black Lives Matter I should point out that variants identified in underrepresented minorities that may actually be "normal" variants are probably flagged more often because of this non-inclusive work - and other systemic biases. How big of a concern could this be? Well, you can get a sense from a recent "Pan-African" sampling of healthy individuals showed something like 10% of their common human genome didn't even map to the current human genome reference. Guess what? If a sequence doesn't map to the reference then it might as well not exist because almost nobody will be looking at it. Mainly because it won't show up in your analysis pipeline. In one large genomic database of 500,000+ supposedly healthy, anonymous adults, there are 13 individuals who literally shouldn't be alive because they have what appears to be uniformly fatal childhood diseases. I think we have plenty of mounting evidence that each and every one of us harbors distinct mutations that have accumulated since conception. Note that the vast majority of large genomic databases use peripheral blood leukocytes as a source of DNA - that's all great as a first order approximation, but it's not the entire story. Interesting, huh? I find all of this super-cool and I can't wait till be get to the bottom of all of it. What about mosaicism and clonal expansions?
Hopefully within my lifetime.



Well, I applaud your enthusiasm, but the answer you seek is exactly what training is intended to provide. "Genetic testing" is such a broad topic - and it is FAR from simple, although it is becoming easier to order. I would wager to say that most non-genetics physician really don't understand the testing that they order. The Devil is in the details, though.

From genotyping, karyotyping, FISH, various assays, functional studies, Sanger sequencing, Next Gen Sequencing, MLPA assays, etc etc...there are so many ways to assess for genetic variation and each has it's pros and cons. Furthermore the "variants" found can have very nuanced interpretations and often take a very thorough and thoughtful assessment.

For example, a straight-forward missense variant in a protein-coding gene might involve determining the parent of origin vs. de novo status, tissue-specific gene expressions, previous public and private database assertions of its pathogenicity, the biochemical impact of the Amino Acid substitution, whether it is in a "hot spot" region of known pathogenic mutations, whether it is in cis- or trans- with another known or suspected pathogenic mutation, whether the AA and protein are "evolutionarily constrained" as well as using various in silico prediction algorithms (and there are literally dozens and dozens of those) - not to mention the clinical phenotype vs. published phenotypes, known inheritance patterns, and possible supporting/refuting additional laboratory and imaging results to make my ultimate assertion. I probably forgot a few things. To paraphrase Mark Twain - sorry this is so long, I didn't have time to make it short.

And mind you - I'm narrowly thinking about DNA-based, germline disorders, and not somatic/clonal expansions or extreme skewed X inactivation, nor am I talking about the broader metabolic testing techniques, or other "omics", RNA sequencing, and proteomics, other techniques like Hi-C, CHiP seq, eipgenetics/methylation studies...There is so much happening in genetics/genomics it's literally ridic.


Yeah, I don't think any specialty is exempt from this phenomena. To put a positive spin on it: there is plenty of work to go around, and I don't see the workforce expanding so rapidly that there will ever be a glut of clinical geneticists. In my experience I have not run into many NPs and PAs save a few- although again, I think you will see that there are now DNP programs in genetics and genomics due to that vacuum in the workforce.


Hmmm...To be fair - I have not looked at many of the training website in quite a few years - but I am pretty sure they have all converted over to the 4 curriculum, but I believe there is still encouragement to take an additional year of research (although funding may now be up to you/the institution). That would be a good question to ask the programs, directly.

Yes - in 2021 there are 6 residencies, many taking only one resident a year or sometimes every other year. Sometimes they just don't match trainees. You might find this document interesting:
Genetic Services: Information on Genetic Counselor and Medical Geneticist Workforces - especially page 22 at the bottom - a total of 6 IM/Genetics trainees in the U.S. last academic year. Note that they do not discern backgrounds for straight 2-year genetics trainees - but for the combined track: 6. If I had a catastrophic house fire while barbequing for my junior residents last year, I could've easily wiped out 66% of the entire U.S. trainee pool. Dangerously delicious bbq. :p


Prenatal and carrier screening for couples are pretty straight forward areas of genetics, difficult cases are often "kicked up" to MFM/Genetics physicians as needed, but otherwise run pretty smoothly. Newborn screening can often be triaged by GCs too. Interestingly, Cancer Oncology is another well-defined area and hereditary cancer syndromes are similarly managed - and managed very well - by GC-lead teams. Again - unusual (age of onset, location, timing, etc) cancers and metachronus cancer cases might be addressed separately and involve both oncology and onc geneticists.


It's perfect for an ADHD guy like me, to be fair. And things ebb-and-flow, you know? But I do like the autonomy because I can hyperfocus on interesting cases, and sprinkle in some much needed variety to keep me stimulated here-and-there.

Well, yes, Genetics is hardly the specialty for everyone, and I would 100% encourage a longer rotation to get the feel for the workload. Unfortunately, it can take quite some time to get results back and it's something I know can be difficult to see start-to-finish on even a 4 week rotation. I often ask rotators if they would like me to let them know the results after they leave. I think it is much more engaging when you know the patient, know how they present, and are invested from the initial consult to the results. Anyway - you are right there are not that many practitioners overall and even fewer IM/Genetics trained - so I get that it's hard to draw broad generalizations about the field, and hence my rambling replies for you and others lurking. Yes - go in eyes-wide-open and explore the field. But also shhh...keep it between you and me
Thanks so much again for your amazingly detailed response. Funnily enough I have ADHD too hence my strong desire for a cerebral specialty that's very engaging. I can't wait to explore the specialty more. Good luck with attending life!
 
Thanks so much again for your amazingly detailed response. Funnily enough I have ADHD too hence my strong desire for a cerebral specialty that's very engaging. I can't wait to explore the specialty more. Good luck with attending life!
Thanks! Good luck on this journey, too! Again, I think your short-list has solid options, and you could be very satisfied in any of those specialties.
 
Thanks! Good luck on this journey, too! Again, I think your short-list has solid options, and you could be very satisfied in any of those specialties.
Hi so it's now been about a month since you started your new attending job. Can you give an update? How has it been so far?
 
Sorry, a busy but productive month! In short: amazing. I am really enjoying the challenge and getting into the groove of patient care as The Attending. Done some house calls and attended a funeral for a long-standing patient (of the clinic, but I knew him for over a year and he really liked me). I'm traveling next week to visit another Amish clinic in another state to learn about their expertise in different rare diseases, to meet their physicians and compare notes on fascinating cases.

Frustrations I have encountered that are probably universal to all first time practitioners - beyond getting a medical license which was the first of many bureaucratic hurdles - there's getting registered with CMMS for the rare Amish and non Amish patient who uses services, and state formula programs for free formula/food assistance for rare metabolic diseases.

Genetics specific frustrations include the occasional genetic testing paperwork for unusual/non molecular genetic testing requisitions. The other major headache has been getting OSH records (outside hospital ... Which is shorthand for not in my EMR). And because the Amish are hyper-sensitive-to-cost (for good reason) I really have to be super-cognizant to how my training at a large institution has REALLY biased my practice patterns during training, and how I'm going to have to really stretch myself to be less risk-adverse and build strong relationships with the families I am serving.
 
And mind you - I'm narrowly thinking about DNA-based, germline disorders, and not somatic/clonal expansions or extreme skewed X inactivation, nor am I talking about the broader metabolic testing techniques, or other "omics", RNA sequencing, and proteomics, other techniques like Hi-C, CHiP seq, eipgenetics/methylation studies...There is so much happening in genetics/genomics it's literally ridic.
Hi vc, this caught my eye! I am currently in my PhD doing lots of epigenetics and bioinformatics, and I’d like to continue in this area as a physician-scientist after medical school. Of course this research area can be pursued in many specialties (I know a heme onc doc who does this sort of research), but I’ve been considering med gen for a while because genetics and epigenetics are quite interdependent. I’d like to study the role of gene x environment interactions in disease, which might be a really good intersection of the two where med gen clinical work would be very complementary. Am I way off base here? You seem to imply that med gen will include more epigenetics in the future, do I have that right? And just out of interest, would you speculate that there’s a chance of an epigenetics specialty in a couple decades?
 
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