Hello everyone,
Here is an email from Ravi about MetaMap Lite excel : The program is available at > tinyurl.com/mmlite-excel > It just points to my DropBox, at the moment. > > It comes packaged with UMLS level zero subset for licensing reasons. > But you can easily swap it out for the full UMLS subset from MetaMapLite > distribution. > > Let me know, if you have any issues. > > Ravi Teja. I have cced him on this email as well so that you have his contact information. Best regards, Bridget On Thu, Sep 7, 2017 at 8:37 AM, Bridget McInnes <btmcin...@gmail.com> wrote: > Hello Jennifer, > > Like Ted mentioned, the UMLS-Similarity package requires that the term be > located in the UMLS as an exact match. When I deal with terms, I typically > use metamap to identify the CUIs of a particular term that I am looking > for. There is a nice program recently released with an xcel plug in written > by Ravi Bhupatiraju at NLM. Here is the poster description: > > https://mor.nlm.nih.gov/pubs/pdf/2017-medinfo-rb-poster.pdf > > > and a link to MetaMapLite web page. > > https://metamap.nlm.nih.gov/MetaMapLite.shtml > > > I hope this might help! > > Best regards, > > Bridget > > On Tue, Sep 5, 2017 at 1:02 PM, Jennifer Wilson jen.wilson...@gmail.com > [umls-similarity] <umls-similarity@yahoogroups.com> wrote: > >> >> >> Hey Ted, >> >> Thanks again for looking at this. Again, any and all advice are >> appreciated. Right now, I'm doing a less-than-ideal approach of querying >> for similarity, and then if there is none, I do a back-up check by looking >> for overlapping words. This means I can catch "Diabetes" and "type 2 >> diabetes" but it does require manual curation to make sure I'm not getting >> erroneous overlaps! >> >> Best, >> >> On Sun, Sep 3, 2017 at 7:52 PM, Ted Pedersen duluth...@gmail.com >> [umls-similarity] <umls-similarity@yahoogroups.com> wrote: >> >>> >>> >>> Hi Jen, >>> >>> I'm going to answer your question in a few notes maybe over the next few >>> days...so your first problem with finding a term is not unusual - sometimes >>> small variations in a term can cause a lookup to fail. I usually try to >>> work with Cuis as a result. In your example for whatever reason the (t2d) >>> seems to be causing a problem - when I omit that things seem to work ok... >>> >>> More soon! >>> Ted >>> >>> tpederse@maraca:~$ getAssociatedCuis.pl 'type 2 diabetes mellitus' >>> >>> >>> UMLS-Interface Configuration Information: >>> (Default Information - no config file) >>> >>> Sources (SAB): >>> MSH >>> Relations (REL): >>> PAR >>> CHD >>> >>> Sources (SABDEF): >>> UMLS_ALL >>> Relations (RELDEF): >>> UMLS_ALL >>> >>> >>> The CUIs associated with type 2 diabetes mellitus are: >>> 1. c0011860raviteja.bhupatir...@nih.gov >>> tpederse@maraca:~$ getAssociatedCuis.pl 'type 2 diabetes mellitus (t2d)' >>> >>> >>> UMLS-Interface Configuration Information: >>> (Default Information - no config file) >>> >>> Sources (SAB): >>> MSH >>> Relations (REL): >>> PAR >>> CHD >>> >>> Sources (SABDEF): >>> UMLS_ALL >>> Relations (RELDEF): >>> UMLS_ALL >>> >>> >>> No CUIs are associated with type 2 diabetes mellitus (t2d). >>> tpederse@maraca:~$ getAssociatedCuis.pl 'type 2 diabetes mellitus' >>> >>> >>> UMLS-Interface Configuration Information: >>> (Default Information - no config file) >>> >>> Sources (SAB): >>> MSH >>> Relations (REL): >>> PAR >>> CHD >>> >>> Sources (SABDEF): >>> UMLS_ALL >>> Relations (RELDEF): >>> UMLS_ALL >>> >>> >>> The CUIs associated with type 2 diabetes mellitus are: >>> 1. C0011860 >>> tpederse@maraca:~$ getChildren.pl 'type 2 diabetes mellitus' >>> >>> >>> UMLS-Interface Configuration Information: >>> (Default Information - no config file) >>> >>> Sources (SAB): >>> MSH >>> Relations (REL): >>> PAR >>> CHD >>> >>> Sources (SABDEF): >>> UMLS_ALL >>> Relations (RELDEF): >>> UMLS_ALL >>> >>> >>> The children of type 2 diabetes mellitus (C0011860) are: >>> lipoatrophic diabetes (C0011859) >>> tpederse@maraca:~$ getChildren.pl 'type 2 diabetes mellitus (t2d)' >>> >>> >>> UMLS-Interface Configuration Information: >>> (Default Information - no config file) >>> >>> Sources (SAB): >>> MSH >>> Relations (REL): >>> PAR >>> CHD >>> >>> Sources (SABDEF): >>> UMLS_ALL >>> Relations (RELDEF): >>> UMLS_ALL >>> >>> >>> Input type 2 diabetes mellitus (t2d) does not exist in this view of the >>> UMLS. >>> >>> >>> On Thu, Aug 31, 2017 at 4:03 PM, Jennifer Wilson jen.wilson...@gmail.com >>> [umls-similarity] <umls-similarity@yahoogroups.com> wrote: >>> >>>> >>>> >>>> Hi Ted, >>>> >>>> You've been incredibly helpful, on this whole project. Thanks for that. >>>> >>>> Part of my problem was that I was avoiding installing the full UMLS >>>> distribution because of storage, and then had a lot of trouble getting it >>>> downloaded, installed, and set up on my computer! But having access to the >>>> UMLS::Interface and UMLS::Similarity scripts is really helpful. >>>> >>>> I'm now at a more specific use of the UMLS in my project. I have a list >>>> of drugs with their disease indications (*most *map to a CUI term) and >>>> then for each drug I have predicted a list of disease for which the drugs >>>> could be used. I want to know "how semantically similar" are my predictions >>>> to the original diseases (to check how often my algorithm is "right"). >>>> >>>> There are few bugs in that for some reason, some diseases return an >>>> error that a CUI doesn't exist, even though, I can find a CUI for the >>>> disease in my umls database: >>>> >>>> >>>> >>>> >>>> *getChildren.pl 'type 2 diabetes mellitus (t2d)'...Input type 2 >>>> diabetes mellitus (t2d) does not exist in this view of the UMLS.* >>>> I also don't always get a match between diseases that I think are >>>> semantically similar, is this just a product of how the hierarchy works? I >>>> would like to capture these as matches if possible! >>>> >>>> >>>> *Hormone receptor positive malignant neoplasm of breast (C1562029) & >>>> Breast Carcinoma (C0678222) = -1* >>>> Also, because I am new to perl, I have been using the --infile option >>>> (for instance with getAssociatedCuis.pl script), piping the output to a >>>> text file and then using Python to awkwardly extract the disease -> CUI >>>> mappings. Is there a better way to do this? Ideally, I could implement a >>>> tiered system for checking matches where I look for an exact match, look >>>> for a matched parent or child term, and then as a last resort look for >>>> matched words (because the of the breast cancer example). >>>> >>>> Any and all advice is much appreciated. Thank you! >>>> >>>> On Tue, Aug 22, 2017 at 5:49 AM, duluth...@gmail.com [umls-similarity] >>>> <umls-similarity@yahoogroups.com> wrote: >>>> >>>>> >>>>> >>>>> Hi Jen, >>>>> >>>>> Here are some ideas about using some of the commands in the installed >>>>> version of UMLS::Similarity to find nearby branches of a given term of >>>>> CUI. >>>>> A lot more information about the different commands available can be found >>>>> at : >>>>> >>>>> http://search.cpan.org/dist/UMLS-Interface/ >>>>> >>>>> I'm not certain how useful this all will be, but wanted to let you >>>>> know what I was thinking at least. Please feel free to follow up as >>>>> needed. >>>>> >>>>> >>>>> tpederse@maraca:~$ getAssociatedCuis.pl "Diabetes Mellitus" >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The CUIs associated with Diabetes Mellitus are: >>>>> 1. C0011849 >>>>> >>>>> tpederse@maraca:~$ getChildren.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The children of Diabetes mellitus NOS (C0011849) are: >>>>> leprechaunism (C0265344) >>>>> experimental diabetes mellitus (C0011853) >>>>> compl diabetes mellitus (C0342257) >>>>> diabetes mellitus, sudden-onset (C0011854) >>>>> pregnancy-induced diabetes (C0085207) >>>>> states, prediabetic (C0362046) >>>>> noninsulin-dependent diabetes mellitus (C0011860) >>>>> acidoses, diabetic (C0011880) >>>>> >>>>> tpederse@maraca:~$ getParents.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The parents of Diabetes mellitus NOS (C0011849) are: >>>>> endocrine system diseases(C0014130) >>>>> metabolism disorder, glucose(C1257958) >>>>> >>>>> tpederse@maraca:~$ getAssociatedCuis.pl >>>>> No term was specified on the command line >>>>> Usage: getAssociatedCuis.pl [OPTIONS] TERM >>>>> Type getAssociatedCuis.pl --help for help. >>>>> tpederse@maraca:~$ getAssociatedCuis.pl "Diabetes Mellitus" >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The CUIs associated with Diabetes Mellitus are: >>>>> 1. C0011849 >>>>> tpederse@maraca:~$ getChildren.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The children of Diabetes mellitus NOS (C0011849) are: >>>>> leprechaunism (C0265344) >>>>> experimental diabetes mellitus (C0011853) >>>>> compl diabetes mellitus (C0342257) >>>>> diabetes mellitus, sudden-onset (C0011854) >>>>> pregnancy-induced diabetes (C0085207) >>>>> states, prediabetic (C0362046) >>>>> noninsulin-dependent diabetes mellitus (C0011860) >>>>> acidoses, diabetic (C0011880) >>>>> tpederse@maraca:~$ getParents.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The parents of Diabetes mellitus NOS (C0011849) are: >>>>> endocrine system diseases(C0014130) >>>>> metabolism disorder, glucose(C1257958) >>>>> >>>>> tpederse@maraca:~$ getRelated.pl C0011849 RB >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> No CUIs are associated with diabetes mellitus (C0011849) given the >>>>> relation (RB). >>>>> >>>>> >>>>> tpederse@maraca:~$ getRelated.pl C0011849 RN >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The related (RN) CUIs to diabetes mellitus (C0011849): >>>>> premature aging, okamoto type (C2930860) >>>>> lipoatrophy with diabetes, hepatic steatosis, cardiomyopathy, and >>>>> leukomelanodermic papules (C2931057) >>>>> feigenbaum bergeron richardson syndrome (C2931125) >>>>> thiamine responsive megaloblastic anemia syndrome (C0342287) >>>>> yorifuji okuno syndrome (C2931296) >>>>> extrapyramidal disorder, progressive, with primary hypogonadism, >>>>> mental retardation, and alopecia (C0342286) >>>>> pancreatic beta cell agenesis with neonatal diabetes mellitus >>>>> (C1838655) >>>>> photomyoclonus, diabetes mellitus, deafness, nephropathy, and >>>>> cerebral dysfunction (C1809475) >>>>> furukawa takagi nakao syndrome (C2931765) >>>>> diabetes mellitus, neonatal, with congenital hypothyroidism >>>>> (C1857775) >>>>> diabetes mellitus, transient neonatal, 2 (C1835887) >>>>> developmental delay, epilepsy, and neonatal diabetes (C1853564) >>>>> mitochondrial myopathy with diabetes (C1839028) >>>>> diabetes mellitus, transient neonatal, 3 (C1864623) >>>>> diabetes mellitus, insulin-resistant, with acanthosis nigricans >>>>> (C0342278) >>>>> maturity-onset diabetes of the young, type 7 (C1864839) >>>>> mitchell-riley syndrome (C2748662) >>>>> hyperproinsulinemia (C0342283) >>>>> muscular atrophy, ataxia, retinitis pigmentosa, and diabetes >>>>> mellitus (C0342281) >>>>> 6q24-related transient neonatal diabetes mellitus (C3711391) >>>>> diabetes mellitus, congenital autoimmune (C1857958) >>>>> pancreatic and cerebellar agenesis (C1836780) >>>>> stimmler syndrome (C1859965) >>>>> atherosclerosis, premature, with deafness, nephropathy, diabetes >>>>> mellitus, photomyoclonus, and degenerative neurologic disease (C1859596) >>>>> diabetes insipidus and mellitus with optic atrophy and deafness, >>>>> mitochondrial form (C1838782) >>>>> diabetes mellitus, transient neonatal, 1 (C1832386) >>>>> pancreatic hypoplasia, congenital, with diabetes mellitus and >>>>> congenital heart disease (C1838780) >>>>> lymphedema-distichiasis syndrome with renal disease and diabetes >>>>> mellitus (C2675066) >>>>> diabetes mellitus, permanent neonatal, with neurologic features >>>>> (C1833102) >>>>> diabetes mellitus, permanent, of infancy (C1833104) >>>>> martinez frias syndrome (C1832443) >>>>> >>>>> >>>>> >>>>> >>>>> >>>>> >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The CUIs associated with Diabetes Mellitus are: >>>>> 1. C0011849 >>>>> >>>>> tpederse@maraca:~$ getChildren.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The children of Diabetes mellitus NOS (C0011849) are: >>>>> leprechaunism (C0265344) >>>>> experimental diabetes mellitus (C0011853) >>>>> compl diabetes mellitus (C0342257) >>>>> diabetes mellitus, sudden-onset (C0011854) >>>>> pregnancy-induced diabetes (C0085207) >>>>> states, prediabetic (C0362046) >>>>> noninsulin-dependent diabetes mellitus (C0011860) >>>>> acidoses, diabetic (C0011880) >>>>> >>>>> tpederse@maraca:~$ getParents.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The parents of Diabetes mellitus NOS (C0011849) are: >>>>> endocrine system diseases(C0014130) >>>>> metabolism disorder, glucose(C1257958) >>>>> >>>>> tpederse@maraca:~$ getAssociatedCuis.pl >>>>> No term was specified on the command line >>>>> Usage: getAssociatedCuis.pl [OPTIONS] TERM >>>>> Type getAssociatedCuis.pl --help for help. >>>>> tpederse@maraca:~$ getAssociatedCuis.pl "Diabetes Mellitus" >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The CUIs associated with Diabetes Mellitus are: >>>>> 1. C0011849 >>>>> tpederse@maraca:~$ getChildren.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The children of Diabetes mellitus NOS (C0011849) are: >>>>> leprechaunism (C0265344) >>>>> experimental diabetes mellitus (C0011853) >>>>> compl diabetes mellitus (C0342257) >>>>> diabetes mellitus, sudden-onset (C0011854) >>>>> pregnancy-induced diabetes (C0085207) >>>>> states, prediabetic (C0362046) >>>>> noninsulin-dependent diabetes mellitus (C0011860) >>>>> acidoses, diabetic (C0011880) >>>>> tpederse@maraca:~$ getParents.pl C0011849 >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The parents of Diabetes mellitus NOS (C0011849) are: >>>>> endocrine system diseases(C0014130) >>>>> metabolism disorder, glucose(C1257958) >>>>> >>>>> tpederse@maraca:~$ getRelated.pl C0011849 RB >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> No CUIs are associated with diabetes mellitus (C0011849) given the >>>>> relation (RB). >>>>> >>>>> >>>>> tpederse@maraca:~$ getRelated.pl C0011849 RN >>>>> >>>>> >>>>> UMLS-Interface Configuration Information: >>>>> (Default Information - no config file) >>>>> >>>>> Sources (SAB): >>>>> MSH >>>>> Relations (REL): >>>>> PAR >>>>> CHD >>>>> >>>>> Sources (SABDEF): >>>>> UMLS_ALL >>>>> Relations (RELDEF): >>>>> UMLS_ALL >>>>> >>>>> >>>>> The related (RN) CUIs to diabetes mellitus (C0011849): >>>>> premature aging, okamoto type (C2930860) >>>>> lipoatrophy with diabetes, hepatic steatosis, cardiomyopathy, and >>>>> leukomelanodermic papules (C2931057) >>>>> feigenbaum bergeron richardson syndrome (C2931125) >>>>> thiamine responsive megaloblastic anemia syndrome (C0342287) >>>>> yorifuji okuno syndrome (C2931296) >>>>> extrapyramidal disorder, progressive, with primary hypogonadism, >>>>> mental retardation, and alopecia (C0342286) >>>>> pancreatic beta cell agenesis with neonatal diabetes mellitus >>>>> (C1838655) >>>>> photomyoclonus, diabetes mellitus, deafness, nephropathy, and >>>>> cerebral dysfunction (C1809475) >>>>> furukawa takagi nakao syndrome (C2931765) >>>>> diabetes mellitus, neonatal, with congenital hypothyroidism >>>>> (C1857775) >>>>> diabetes mellitus, transient neonatal, 2 (C1835887) >>>>> developmental delay, epilepsy, and neonatal diabetes (C1853564) >>>>> mitochondrial myopathy with diabetes (C1839028) >>>>> diabetes mellitus, transient neonatal, 3 (C1864623) >>>>> diabetes mellitus, insulin-resistant, with acanthosis nigricans >>>>> (C0342278) >>>>> maturity-onset diabetes of the young, type 7 (C1864839) >>>>> mitchell-riley syndrome (C2748662) >>>>> hyperproinsulinemia (C0342283) >>>>> muscular atrophy, ataxia, retinitis pigmentosa, and diabetes >>>>> mellitus (C0342281) >>>>> 6q24-related transient neonatal diabetes mellitus (C3711391) >>>>> diabetes mellitus, congenital autoimmune (C1857958) >>>>> pancreatic and cerebellar agenesis (C1836780) >>>>> stimmler syndrome (C1859965) >>>>> atherosclerosis, premature, with deafness, nephropathy, diabetes >>>>> mellitus, photomyoclonus, and degenerative neurologic disease (C1859596) >>>>> diabetes insipidus and mellitus with optic atrophy and deafness, >>>>> mitochondrial form (C1838782) >>>>> diabetes mellitus, transient neonatal, 1 (C1832386) >>>>> pancreatic hypoplasia, congenital, with diabetes mellitus and >>>>> congenital heart disease (C1838780) >>>>> lymphedema-distichiasis syndrome with renal disease and diabetes >>>>> mellitus (C2675066) >>>>> diabetes mellitus, permanent neonatal, with neurologic features >>>>> (C1833102) >>>>> diabetes mellitus, permanent, of infancy (C1833104) >>>>> martinez frias syndrome (C1832443) >>>>> >>>>> >>>>> >>>>> >>>> >>>> >>>> -- >>>> Jennifer L. Wilson >>>> Bioengineering, Stanford University >>>> jen.wilson...@gmail.com / 703.969.3318 <(703)%20969-3318> >>>> >>>> >>> >> >> >> -- >> Jennifer L. Wilson >> Bioengineering, Stanford University >> jen.wilson...@gmail.com / 703.969.3318 <(703)%20969-3318> >> >> >> > >
