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Diagnosis	
  and	
  monitoring	
  of	
  Leptomeningeal	
  Disease	
  using	
  
Circula5ng	
  free	
  DNA	
  in	
  the	
  cerebrospinal	
  fluid	
  (CSF	
  cfDNA)	
  	
  
R.	
  H.	
  Shah1,	
  E.	
  I.	
  Pentsova2,	
  	
  J.	
  Tang5,	
  A.	
  Boire2,	
  D.	
  You5,	
  S.	
  Briggs2,	
  A.	
  Omuro2,	
  X.	
  Lin2,	
  M.	
  Fleisher3,	
  C.	
  Grommes2,	
  F.	
  Meng5,	
  S.	
  D.	
  Selcuklu5,	
  S.	
  Ogilvie4,	
  
N.	
  Distefano4,	
  L.Shagabayeva2,	
  M.Rosenblum2,	
  L.	
  M.	
  DeAngelis2,	
  A.	
  Viale5,	
  I.	
  K.	
  Mellinghoff2,,	
  M.	
  F.	
  Berger1,5,	
  
1Department	
  of	
  Pathology,	
  Memorial	
  Sloan	
  KeTering	
  Cancer	
  Center,	
  New	
  York,	
  NY	
  10065,	
  USA.2Department	
  of	
  Neurology,	
  Memorial	
  Sloan	
  KeTering	
  
Cancer	
  Center,	
  New	
  York,	
  NY	
  10065,	
  USA.	
  3Department	
  of	
  Laboratory	
  Medicine,	
  Memorial	
  Sloan	
  KeTering	
  Cancer	
  Center,	
  New	
  York,	
  NY	
  10065,	
  USA.
4Department	
  of	
  Neurosurgery;	
  Memorial	
  Sloan	
  KeTering	
  Cancer	
  Center,	
  New	
  York,	
  NY	
  10065,	
  USA.	
  5Center	
  for	
  Molecular	
  Oncology,	
  	
  Memorial	
  Sloan	
  
KeTering	
  Cancer	
  Center,	
  New	
  York,	
  NY	
  10065,	
  USA	
  
Background
Conclusion
Leptomeningeal	
  metastases	
  (LM)	
  in	
  solid	
  tumors	
  (ST)	
  represent	
  a	
  devasta]ng	
  complica]on	
  of	
  cancer	
  with	
  a	
  median	
  
survival	
   of	
   only	
   12-­‐14	
   weeks	
   a_er	
   diagnosis	
   [1];	
   however,	
   establishing	
   the	
   diagnosis	
   of	
   LM	
   can	
   be	
   difficult,	
  
par]cularly	
  at	
  early	
  stages	
  before	
  the	
  pa]ent	
  is	
  disabled.	
  The	
  diagnosis	
  is	
  based	
  on	
  CSF	
  cytologic	
  analysis	
  and/or	
  MRI	
  
findings.[2-­‐4]	
  Brain	
  and	
  spine	
  MRIs	
  have	
  been	
  increasingly	
  preferred	
  for	
  the	
  ini]al	
  evalua]on	
  of	
  LM	
  because	
  of	
  their	
  
non-­‐invasive	
  nature	
  and	
  convenience	
  to	
  pa]ents.	
  However,	
  MRI	
  findings	
  are	
  nega]ve	
  in	
  25%-­‐50%	
  of	
  pa]ents	
  [3,	
  4],	
  
and	
  unequivocal	
  findings	
  may	
  only	
  appear	
  in	
  late-­‐stage	
  disease	
  when	
  the	
  pa]ent	
  is	
  already	
  debilitated.	
  CSF	
  cytologic	
  
analysis	
  provides	
  diagnos]c	
  confirma]on	
  of	
  LM	
  but	
  is	
  associated	
  with	
  a	
  rela]vely	
  low	
  sensi]vity	
  (approximately	
  50%	
  
on	
  the	
  first	
  lumbar	
  puncture)	
  and	
  is	
  highly	
  examiner-­‐dependent.	
  Improved	
  diagnos]c	
  tools	
  are	
  required	
  to	
  facilitate	
  
early	
  diagnosis.	
  To	
  this	
  end,	
  we	
  explored	
  whether	
  sufficient	
  quan]ty	
  and	
  quality	
  of	
  DNA	
  can	
  be	
  isolated	
  from	
  CSF	
  for	
  
genomic	
  study	
  and	
  whether	
  the	
  CSF	
  pellet	
  or	
  CSF	
  supernatant,	
  would	
  be	
  more	
  suitable	
  for	
  detec]ng	
  cfDNA.	
  We	
  
used	
  an	
  in-­‐house	
  sequencing	
  assay,	
  MSK-­‐IMPACT	
  [5],	
  to	
  interrogate	
  341	
  clinically	
  relevant	
  cancer	
  genes	
  in	
  tumor-­‐
derived	
  cfDNA	
  from	
  53	
  pa]ents.	
  Results	
  of	
  CSF	
  cfDNA	
  were	
  compared	
  to	
  standard	
  CSF	
  cytopathologic	
  analysis	
  from	
  
that	
  same	
  CSF	
  sample	
  and	
  with	
  MRI	
  findings	
  performed	
  at	
  the	
  same	
  ]me.	
  When	
  possible,	
  we	
  compared	
  CSF	
  cfDNA	
  
with	
  DNA	
  from	
  tumor	
  ]ssue	
  (primary	
  tumor	
  and	
  non-­‐CNS	
  sites)	
  to	
  determine	
  similari]es	
  and	
  differences	
  in	
  gene]c	
  
altera]ons	
  between	
  these	
  different	
  compartments.	
  	
  	
  
Acknowledgements	
  
Introduc5on	
   Methods	
  
References
Our	
   study	
   demonstrates	
   that	
   genomic	
   analysis	
   of	
   CSF,	
   using	
   a	
  
sufficiently	
  sensi]ve	
  and	
  comprehensive	
  plaiorm,	
  may	
  be	
  useful	
  
to	
  facilitate	
  diagnosis	
  of	
  tumor	
  in	
  the	
  CNS,	
  monitor	
  the	
  evolu]on	
  
of	
   the	
   cancer	
   genome	
   during	
   treatment	
   of	
   CNS	
   cancers,	
   guide	
  
the	
  choice	
  of	
  second-­‐line	
  agents,	
  and	
  perhaps	
  iden]fy	
  pathways	
  
that	
   are	
   uniquely	
   associated	
   with	
   cancer	
   spread	
   to	
   the	
   central	
  
nervous	
  system.	
  	
  
	
  
Center	
  of	
  Molecular	
  Oncology,	
  Department	
  of	
  Pathology	
  &	
  	
  
Department	
  of	
  Neurology	
  
Targeted	
  Capture,	
  Sequencing	
  &	
  Genomic	
  Analysis	
  
Captures	
  all	
  protein-­‐coding	
  exons	
  
of	
  341	
  cancer-­‐associated	
  genes	
  
Sequence	
  pair-­‐end	
  reads	
  (2x100)	
  
on	
  HiSeq	
  2500	
  	
  
Analyse	
  genomic	
  data	
  using	
  
methods	
  described	
  previously	
  [5].	
  
Extrac]on	
  of	
  cfDNA.	
  
Centrifuged	
  at	
  10,000	
  g	
  for	
  30	
  min	
  at	
  4℃	
  to	
  remove	
  
residual	
  precipitated	
  cellular	
  components	
  
QIAamp	
  Circula]ng	
  Nucleic	
  Acid	
  Kit	
  
Cerebrospinal	
  Fluid	
  Collec]on	
  and	
  Prepara]on.	
  
Lumbar	
  Puncture	
  
Centrifuged	
  at	
  1,000	
  x	
  g,	
  4°C	
  for	
  5	
  min	
  to	
  separate	
  
supernatent	
  &	
  pellet	
  
Image	
  1:	
  Comparison	
  of	
  tumor-­‐derived	
  DNA	
  from	
  CSF	
  cell	
  pellet	
  and	
  supernatant.	
  (A)	
  Schema]c	
  of	
  separa]on	
  of	
  CSF	
  pellet	
  and	
  supernatant.	
  
Cellular	
  DNA	
  is	
  isolated	
  from	
  the	
  pellet,	
  and	
  cfDNA	
  is	
  isolated	
  from	
  the	
  supernatant.	
  (B)	
  Variant	
  allele	
  frequencies	
  for	
  known	
  muta]ons	
  in	
  CSF	
  
cfDNA	
  and	
  pellet	
  DNA.	
  (C)	
  Log2	
  ra]os	
  of	
  normalized	
  sequence	
  coverage	
  for	
  target	
  exons	
  in	
  CSF-­‐cfDNA	
  and	
  pellet	
  DNA	
  for	
  pa]ent	
  8	
  .	
  Greater	
  than	
  
10-­‐fold	
  amplifica]on	
  of	
  HER2	
  was	
  observed	
  in	
  CSF-­‐cfDNA,	
  whereas	
  HER2	
  amplifica]on	
  was	
  barely	
  detectable	
  in	
  pellet	
  DNA.	
  (D)	
  Evidence	
  of	
  
EML4-­‐ALK	
  gene	
  fusion	
  in	
  CSF	
  cfDNA	
  and	
  pellet	
  DNA	
  for	
  pa]ent	
  6.	
  Read-­‐pairs	
  suppor]ng	
  the	
  fusion	
  (red)	
  are	
  visualized	
  using	
  the	
  Integra]ve	
  
Genomics	
  Viewer.	
  	
  
Results
Muta5ons	
  detected	
  in	
  most	
  pa5ents	
  with	
  LM	
  disease	
  
Image	
   2:	
   (A)	
   Schema]c	
   showing	
   paTerns	
   of	
   CNS	
   involvement	
   in	
   pa]ents	
   with	
   solid	
  
tumors.	
  (B)	
  Percentage	
  of	
  pa]ents	
  for	
  which	
  high-­‐confidence	
  soma]c	
  altera]ons	
  were	
  
detected	
  by	
  MSK-­‐IMPACT.	
  Pa]ents	
  are	
  grouped	
  according	
  to	
  the	
  presence	
  or	
  absence	
  of	
  
intraparenchymal	
  brain	
  metastases	
  and	
  leptomeningeal	
  metastases	
  (LM)	
  	
  
Drug-­‐resistance	
  mechanisms	
  in	
  CSF	
  in	
  pa5ents	
  with	
  CNS	
  relapse	
  
Image	
   3:	
   Summary	
   of	
   genomic	
   profiling	
   results	
   from	
   CSF	
   and	
   other	
   tumor	
   sites	
   in	
  
pa]ents	
  who	
  developed	
  progressive	
  CNS	
  disease	
  during	
  treatment	
  with	
  the	
  indicated	
  
kinase	
  inhibitors.	
  	
  Tumor	
  evolu5on	
  in	
  pa5ents	
  with	
  primary	
  brain	
  tumors.	
  	
  
Image	
  4:	
  Tumor	
  evolu5on	
  in	
  pa5ents	
  with	
  primary	
  brain	
  tumors.	
  (A)	
  Spa]al	
  and	
  temporal	
  heterogeneity	
  between	
  samples	
  obtained	
  at	
  diagnosis,	
  at	
  recurrence	
  and	
  from	
  CSF	
  in	
  pa]ent	
  42	
  with	
  recurrent	
  glioblastoma.	
  CSF	
  cfDNA	
  harbors	
  
a	
  PTEN	
  R130*	
  muta]on	
  (VAF=0.25),	
  while	
  resec]on	
  #2	
  harbors	
  a	
  PIK3CA	
  H1047R	
  muta]on	
  (VAF=0.441).	
  (B)	
  CSF	
  molecular	
  profile	
  for	
  a	
  pa]ent	
  45	
  with	
  anaplas]c	
  oligodendroglioma	
  contains	
  the	
  IDH1	
  R132H	
  muta]on	
  and	
  1p/19q	
  
dele]on	
  found	
  in	
  ]ssue	
  resec]on	
  #2,	
  as	
  well	
  as	
  454	
  non-­‐silent	
  soma]c	
  muta]ons.	
  448	
  SNVs	
  represent	
  C>T/G>A	
  muta]ons	
  demonstra]ng	
  temozolomide-­‐induced	
  mutagenesis.	
  	
  
A	
   B	
  
1.	
  Le	
  Rhun,	
  E.,	
  S.	
  Taillibert,	
  and	
  M.C.	
  Chamberlain,	
  Carcinomatous	
  meningi]s:	
  Leptomeningeal	
  metastases	
  in	
  solid	
  tumors.	
  Surg	
  Neurol	
  
Int,	
  2013.	
  4(Suppl	
  4):	
  p.	
  S265-­‐88.	
  
2.	
  Wasserstrom,	
  W.R.,	
  J.P.	
  Glass,	
  and	
  J.B.	
  Posner,	
  Diagnosis	
  and	
  treatment	
  of	
  leptomeningeal	
  metastases	
  from	
  solid	
  tumors:	
  
experience	
  with	
  90	
  pa5ents.	
  Cancer,	
  1982.	
  49(4):	
  p.	
  759-­‐72.	
  
3.	
  Clarke,	
  J.L.,	
  et	
  al.,	
  Leptomeningeal	
  metastases	
  in	
  the	
  MRI	
  era.	
  Neurology,	
  2010.	
  74(18):	
  p.	
  1449-­‐54.	
  
4.	
  Freilich,	
  R.J.,	
  G.	
  Krol,	
  and	
  L.M.	
  DeAngelis,	
  Neuroimaging	
  and	
  cerebrospinal	
  fluid	
  cytology	
  in	
  the	
  diagnosis	
  of	
  leptomeningeal	
  
metastasis.	
  Ann	
  Neurol,	
  1995.	
  38(1):	
  p.	
  51-­‐7.	
  
5.	
  Cheng,	
  D.T.,	
  et	
  al.,	
  Memorial	
  Sloan	
  Ke-ering-­‐Integrated	
  Muta4on	
  Profiling	
  of	
  Ac4onable	
  Cancer	
  Targets	
  (MSK-­‐IMPACT):	
  A	
  
Hybridiza4on	
  Capture-­‐Based	
  Next-­‐Genera4on	
  Sequencing	
  Clinical	
  Assay	
  for	
  Solid	
  Tumor	
  Molecular	
  Oncology.	
  J	
  Mol	
  Diagn,	
  2015.	
  17(3):	
  
p.	
  251-­‐64.	
  
	
  
Pilot:	
  CSF	
  cell	
  pellet	
  vs.	
  CSF	
  cfDNA	
  

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Poster at EMBL: Diagnosis and monitoring of Leptomeningeal Disease using Circulating free DNA in the cerebrospinal fluid (CSF cfDNA)

  • 1. Diagnosis  and  monitoring  of  Leptomeningeal  Disease  using   Circula5ng  free  DNA  in  the  cerebrospinal  fluid  (CSF  cfDNA)     R.  H.  Shah1,  E.  I.  Pentsova2,    J.  Tang5,  A.  Boire2,  D.  You5,  S.  Briggs2,  A.  Omuro2,  X.  Lin2,  M.  Fleisher3,  C.  Grommes2,  F.  Meng5,  S.  D.  Selcuklu5,  S.  Ogilvie4,   N.  Distefano4,  L.Shagabayeva2,  M.Rosenblum2,  L.  M.  DeAngelis2,  A.  Viale5,  I.  K.  Mellinghoff2,,  M.  F.  Berger1,5,   1Department  of  Pathology,  Memorial  Sloan  KeTering  Cancer  Center,  New  York,  NY  10065,  USA.2Department  of  Neurology,  Memorial  Sloan  KeTering   Cancer  Center,  New  York,  NY  10065,  USA.  3Department  of  Laboratory  Medicine,  Memorial  Sloan  KeTering  Cancer  Center,  New  York,  NY  10065,  USA. 4Department  of  Neurosurgery;  Memorial  Sloan  KeTering  Cancer  Center,  New  York,  NY  10065,  USA.  5Center  for  Molecular  Oncology,    Memorial  Sloan   KeTering  Cancer  Center,  New  York,  NY  10065,  USA   Background Conclusion Leptomeningeal  metastases  (LM)  in  solid  tumors  (ST)  represent  a  devasta]ng  complica]on  of  cancer  with  a  median   survival   of   only   12-­‐14   weeks   a_er   diagnosis   [1];   however,   establishing   the   diagnosis   of   LM   can   be   difficult,   par]cularly  at  early  stages  before  the  pa]ent  is  disabled.  The  diagnosis  is  based  on  CSF  cytologic  analysis  and/or  MRI   findings.[2-­‐4]  Brain  and  spine  MRIs  have  been  increasingly  preferred  for  the  ini]al  evalua]on  of  LM  because  of  their   non-­‐invasive  nature  and  convenience  to  pa]ents.  However,  MRI  findings  are  nega]ve  in  25%-­‐50%  of  pa]ents  [3,  4],   and  unequivocal  findings  may  only  appear  in  late-­‐stage  disease  when  the  pa]ent  is  already  debilitated.  CSF  cytologic   analysis  provides  diagnos]c  confirma]on  of  LM  but  is  associated  with  a  rela]vely  low  sensi]vity  (approximately  50%   on  the  first  lumbar  puncture)  and  is  highly  examiner-­‐dependent.  Improved  diagnos]c  tools  are  required  to  facilitate   early  diagnosis.  To  this  end,  we  explored  whether  sufficient  quan]ty  and  quality  of  DNA  can  be  isolated  from  CSF  for   genomic  study  and  whether  the  CSF  pellet  or  CSF  supernatant,  would  be  more  suitable  for  detec]ng  cfDNA.  We   used  an  in-­‐house  sequencing  assay,  MSK-­‐IMPACT  [5],  to  interrogate  341  clinically  relevant  cancer  genes  in  tumor-­‐ derived  cfDNA  from  53  pa]ents.  Results  of  CSF  cfDNA  were  compared  to  standard  CSF  cytopathologic  analysis  from   that  same  CSF  sample  and  with  MRI  findings  performed  at  the  same  ]me.  When  possible,  we  compared  CSF  cfDNA   with  DNA  from  tumor  ]ssue  (primary  tumor  and  non-­‐CNS  sites)  to  determine  similari]es  and  differences  in  gene]c   altera]ons  between  these  different  compartments.       Acknowledgements   Introduc5on   Methods   References Our   study   demonstrates   that   genomic   analysis   of   CSF,   using   a   sufficiently  sensi]ve  and  comprehensive  plaiorm,  may  be  useful   to  facilitate  diagnosis  of  tumor  in  the  CNS,  monitor  the  evolu]on   of   the   cancer   genome   during   treatment   of   CNS   cancers,   guide   the  choice  of  second-­‐line  agents,  and  perhaps  iden]fy  pathways   that   are   uniquely   associated   with   cancer   spread   to   the   central   nervous  system.       Center  of  Molecular  Oncology,  Department  of  Pathology  &     Department  of  Neurology   Targeted  Capture,  Sequencing  &  Genomic  Analysis   Captures  all  protein-­‐coding  exons   of  341  cancer-­‐associated  genes   Sequence  pair-­‐end  reads  (2x100)   on  HiSeq  2500     Analyse  genomic  data  using   methods  described  previously  [5].   Extrac]on  of  cfDNA.   Centrifuged  at  10,000  g  for  30  min  at  4℃  to  remove   residual  precipitated  cellular  components   QIAamp  Circula]ng  Nucleic  Acid  Kit   Cerebrospinal  Fluid  Collec]on  and  Prepara]on.   Lumbar  Puncture   Centrifuged  at  1,000  x  g,  4°C  for  5  min  to  separate   supernatent  &  pellet   Image  1:  Comparison  of  tumor-­‐derived  DNA  from  CSF  cell  pellet  and  supernatant.  (A)  Schema]c  of  separa]on  of  CSF  pellet  and  supernatant.   Cellular  DNA  is  isolated  from  the  pellet,  and  cfDNA  is  isolated  from  the  supernatant.  (B)  Variant  allele  frequencies  for  known  muta]ons  in  CSF   cfDNA  and  pellet  DNA.  (C)  Log2  ra]os  of  normalized  sequence  coverage  for  target  exons  in  CSF-­‐cfDNA  and  pellet  DNA  for  pa]ent  8  .  Greater  than   10-­‐fold  amplifica]on  of  HER2  was  observed  in  CSF-­‐cfDNA,  whereas  HER2  amplifica]on  was  barely  detectable  in  pellet  DNA.  (D)  Evidence  of   EML4-­‐ALK  gene  fusion  in  CSF  cfDNA  and  pellet  DNA  for  pa]ent  6.  Read-­‐pairs  suppor]ng  the  fusion  (red)  are  visualized  using  the  Integra]ve   Genomics  Viewer.     Results Muta5ons  detected  in  most  pa5ents  with  LM  disease   Image   2:   (A)   Schema]c   showing   paTerns   of   CNS   involvement   in   pa]ents   with   solid   tumors.  (B)  Percentage  of  pa]ents  for  which  high-­‐confidence  soma]c  altera]ons  were   detected  by  MSK-­‐IMPACT.  Pa]ents  are  grouped  according  to  the  presence  or  absence  of   intraparenchymal  brain  metastases  and  leptomeningeal  metastases  (LM)     Drug-­‐resistance  mechanisms  in  CSF  in  pa5ents  with  CNS  relapse   Image   3:   Summary   of   genomic   profiling   results   from   CSF   and   other   tumor   sites   in   pa]ents  who  developed  progressive  CNS  disease  during  treatment  with  the  indicated   kinase  inhibitors.    Tumor  evolu5on  in  pa5ents  with  primary  brain  tumors.     Image  4:  Tumor  evolu5on  in  pa5ents  with  primary  brain  tumors.  (A)  Spa]al  and  temporal  heterogeneity  between  samples  obtained  at  diagnosis,  at  recurrence  and  from  CSF  in  pa]ent  42  with  recurrent  glioblastoma.  CSF  cfDNA  harbors   a  PTEN  R130*  muta]on  (VAF=0.25),  while  resec]on  #2  harbors  a  PIK3CA  H1047R  muta]on  (VAF=0.441).  (B)  CSF  molecular  profile  for  a  pa]ent  45  with  anaplas]c  oligodendroglioma  contains  the  IDH1  R132H  muta]on  and  1p/19q   dele]on  found  in  ]ssue  resec]on  #2,  as  well  as  454  non-­‐silent  soma]c  muta]ons.  448  SNVs  represent  C>T/G>A  muta]ons  demonstra]ng  temozolomide-­‐induced  mutagenesis.     A   B   1.  Le  Rhun,  E.,  S.  Taillibert,  and  M.C.  Chamberlain,  Carcinomatous  meningi]s:  Leptomeningeal  metastases  in  solid  tumors.  Surg  Neurol   Int,  2013.  4(Suppl  4):  p.  S265-­‐88.   2.  Wasserstrom,  W.R.,  J.P.  Glass,  and  J.B.  Posner,  Diagnosis  and  treatment  of  leptomeningeal  metastases  from  solid  tumors:   experience  with  90  pa5ents.  Cancer,  1982.  49(4):  p.  759-­‐72.   3.  Clarke,  J.L.,  et  al.,  Leptomeningeal  metastases  in  the  MRI  era.  Neurology,  2010.  74(18):  p.  1449-­‐54.   4.  Freilich,  R.J.,  G.  Krol,  and  L.M.  DeAngelis,  Neuroimaging  and  cerebrospinal  fluid  cytology  in  the  diagnosis  of  leptomeningeal   metastasis.  Ann  Neurol,  1995.  38(1):  p.  51-­‐7.   5.  Cheng,  D.T.,  et  al.,  Memorial  Sloan  Ke-ering-­‐Integrated  Muta4on  Profiling  of  Ac4onable  Cancer  Targets  (MSK-­‐IMPACT):  A   Hybridiza4on  Capture-­‐Based  Next-­‐Genera4on  Sequencing  Clinical  Assay  for  Solid  Tumor  Molecular  Oncology.  J  Mol  Diagn,  2015.  17(3):   p.  251-­‐64.     Pilot:  CSF  cell  pellet  vs.  CSF  cfDNA