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Unbiased metagenomics for determining
etiologies of idiopathic meningitis
Senjuti Saha, PhD
Child Health Research Foundation, Bangladesh
Johns Hopkins Bloomberg School of Public Health, USA
Meningitis Research Foundation Conference 2019
London, UK
06 Nov 2019
To Proma of Bangladesh
• 13-year old Proma was
admitted with fever, vomiting,
and headache
• She was eventually diagnosed
with meningitis by
Mycobacterium tuberculosis
• After almost 2 years, Proma
remains bedridden with
persistent neurocognitive
impairment.
Child Health Research Foundation, Bangladesh
“to improve child health in Bangladesh and
around the world by facilitating appropriate
policy decisions through research and
advocacy”
Hib vaccine prevents deaths of 3,100 infants every year
in Bangladesh
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2016
NumberofHibmeningitiscasesinDSH
Introduction
of Hib vaccine
17 years after UK
Reason: lack of evidence
Meningitis surveillance in Bangladesh, 1993 - present
Dhaka
Chittagong
Mirzapur
Dhaka Shishu Hospital
665 beds
The objectives of our semi-national
surveillance are:
- to describe epidemiology and
estimate burden of disease
- to establish a platform to measure
vaccine needs and impact
- to characterize circulating bacterial
types – AMR, serotypes, etc
- to determine long-term outcome of
meningitis patients
World Health Organization
IB-VPD sentinel sites
Addition of diagnostic/surveillance methods to detect etiology
1993
1998
2003
2008
2013
2018
Culture Latex
Nmen
Spn
Hib
GBS (<2 m)
ICT/
BinaxNow
Spn
1994
1995
1996
1997
1999
2004
2005
2000
2001
2002
2006
2007
2009
2010
2011
2012
2014
2015
2016
2017
cPCR
Nmen
Spn
Hib
GBS (<2 m)
qPCR
Nmen
Spn
Hib
GBS (<2 m)
Spn: Streptococcus pneumoniae; Nmen: Neisseria meningitidis;
Hib: Haemophilus influenzae type b; GBS: Group B streptococcus
2019
Meningitis surveillance in Bangladesh
Hospitalized suspected
meningitis cases
CSF collected
Culture Cytology
+ve -ve >9 WBC ≤9 WBC
Antigen test for
Nmen, Spn, Hib, GBS
+ve -ve
qPCR for
Nmen, Spn, Hib, GBS
+ve -ve
Etiology remains unknown for >50% of cases with ≥ 10 WBC/cmm
(8,125 of 24,000, 2003 - 2016)
92
81
52
0
20
40
60
80
100
10 - ≤ 99
(n = 4,306)
100 - ≤ 499
(n = 2,008)
≥ 500
(n = 1,811)
Etiology detected through
ICT/LAT PCR
No etiology detected
culture
WBC/mm3
%
No difference in outcome of
solved vs mystery cases
Lack of evidence hinders policy decisions
We hypothesized that RNA metagenomics could solve the mystery, but
we had no evidence to show we can conduct sequencing on site.
Breaking the vicious cycle…
• The Gates Foundation introduced us to the
Chan-Zuckerberg Biohub, who had the
precise expertise on solving cases of
mysterious meningitis and we had the
samples!
• Four important considerations:
• All SOPs need to be open access
• Local scientist needs to be trained
• All technologies/pipelines need to be
transferrable and sustainable
• We will own the data
Dr. Farhad Imam, Gates Foundation
CHRF, Bangladesh; Feb 15, 2018
Elucidating the causative agents of meningitis
using metagenomics: Phase I
96 samples and a Senjuti were shipped to the Biohub
Sample selection for Phase I
Hospitalized suspected
meningitis cases
CSF collected
Culture Cytology
+ve -ve >9 WBC
Antigen test for
Nmen, Spn, Hib, GBS
+ve -ve
qPCR for
Nmen, Spn, Hib, GBS
+ve -ve
+ waterPositive-control, n = 36
Negative-control, n = 35
Idiopathic, n = 25
≤9 WBC
RNA metagenomics of CSF specimens
>seq1
ATTGCCGTAG…..
>seq2
ATTGCCGTAG…..
>seq2
ATTGCCGTAG…..
Human
Bacteria 1
Bacteria 2
Virus 1
Fungus 1
Bacteria 1
Extraction Library
preparation
Sequencing Analysis
CSF
RNA
Analysis: IDSeq
We found a diverse range of pathogens
Positive-controls Idiopathic samples Negative-controls
Saha et al, 2019, Biorxiv
Clinical follow-up of 10 resolved mystery cases
Suspect etiology Age of child (m) at
diagnosis / follow-up
Hospital
duration (days)
Treatment Clinical outcome
Mumps 156 / 168 10 Ceftriaxone Parents complain of lower IQ
Mumps 18 / 30 9 Ceftriaxone Healthy
Enterovirus B 7 / 12 6 Ceftriaxone Cannot eat solid food
Bacillus cereus 0 / 5 28 Ceftriaxone+ Needed vp shunt
M. tuberculosis 160 / 164 15 Ceftriaxone+ Bed-ridden; unresponsive to all stimuli
S. maltophilia 4 / NA 28 Ceftriaxone+ Not known
Salmonella enterica 4 / 8 23 Ceftriaxone+ Cannot sit yet
Chikungunya 0 / 5 10 Ceftriaxone+ Healthy
Chikungunya 1 / 13 6 Ceftriaxone+ Healthy
Chikungunya 86 / 86 45 Ceftriaxone+ Died
Saha et al, 2019, Biorxiv
We optimized a quick qPCR method to test CSF for CHIKV
Month
2017
Total CSF
tested
CHIKV positive
% CHIKV
positive
January 31 0 0
February 23 0 0
March 41 0 0
April 36 0 0
May 56 3 5
June 50 9 18
July 42 5 12
August 48 1 2
September 40 1 3
October 38 0 0
November 42 1 2
December 31 0 0
Total 478 20 4
12%
CHIKV-positive
Saha et al, 2019, Biorxiv
CHIKV meningitis cases overlapped with CHIKV fever outbreak
0
1
2
3
4
5
6
7
8
9
10
0
50
100
150
200
250
300
January
February
M
arch
April
M
ay
June
July
AugustSeptem
ber
OctoberNovem
berDecem
ber
NumberofCHIKVfevercases
Month of 2017
Fever PCR positive meningitis
NumberofCHIKVmeningitiscases
Saha et al, 2019, Biorxiv
Addition of diagnostic/surveillance methods to detect etiology
1993
1998
2003
2008
2013
2018
Culture Latex
Nmen
Spn
Hib
GBS (<2 m)
ICT/
BinaxNow
Spn
1994
1995
1996
1997
1999
2004
2005
2000
2001
2002
2006
2007
2009
2010
2011
2012
2014
2015
2016
2017
cPCR
Nmen
Spn
Hib
GBS (<2 m)
qPCR
Nmen
Spn
Hib
GBS (<2 m)
Spn: Streptococcus pneumoniae; Nmen: Neisseria meningitidis;
Hib: Haemophilus influenzae type b; GBS: Group B streptococcus
2019
qPCR
CHIKV
2018
Elucidating the causative agents of meningitis
using metagenomics: Phase II
We were funded to get our own sequencer!
Phase II: Received a grant for an iSeq100 Global Sequencer
Phase II: Received a grant for an iSeq100 Global Sequencer
Addition of diagnostic/surveillance methods to detect etiology
1993
1998
2003
2008
2013
2018
Culture Latex
Nmen
Spn
Hib
GBS (<2 m)
ICT/
BinaxNow
Spn
1994
1995
1996
1997
1999
2004
2005
2000
2001
2002
2006
2007
2009
2010
2011
2012
2014
2015
2016
2017
cPCR
Nmen
Spn
Hib
GBS (<2 m)
qPCR
Nmen
Spn
Hib
GBS (<2 m)
Spn: Streptococcus pneumoniae; Nmen: Neisseria meningitidis;
Hib: Haemophilus influenzae type b; GBS: Group B streptococcus
2019
qPCR
CHIKV
mNGS!
2019
Empowering, educating, engaging local scientists
at the frontlines of public health
Thank you

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Dr Senjuti Saha @ MRF's Meningitis and Septicaemia 2019

  • 1. Unbiased metagenomics for determining etiologies of idiopathic meningitis Senjuti Saha, PhD Child Health Research Foundation, Bangladesh Johns Hopkins Bloomberg School of Public Health, USA Meningitis Research Foundation Conference 2019 London, UK 06 Nov 2019
  • 2. To Proma of Bangladesh • 13-year old Proma was admitted with fever, vomiting, and headache • She was eventually diagnosed with meningitis by Mycobacterium tuberculosis • After almost 2 years, Proma remains bedridden with persistent neurocognitive impairment.
  • 3. Child Health Research Foundation, Bangladesh “to improve child health in Bangladesh and around the world by facilitating appropriate policy decisions through research and advocacy”
  • 4. Hib vaccine prevents deaths of 3,100 infants every year in Bangladesh 0 10 20 30 40 50 60 70 80 94 95 96 97 98 99 2000 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 2016 NumberofHibmeningitiscasesinDSH Introduction of Hib vaccine 17 years after UK Reason: lack of evidence
  • 5. Meningitis surveillance in Bangladesh, 1993 - present Dhaka Chittagong Mirzapur Dhaka Shishu Hospital 665 beds The objectives of our semi-national surveillance are: - to describe epidemiology and estimate burden of disease - to establish a platform to measure vaccine needs and impact - to characterize circulating bacterial types – AMR, serotypes, etc - to determine long-term outcome of meningitis patients World Health Organization IB-VPD sentinel sites
  • 6. Addition of diagnostic/surveillance methods to detect etiology 1993 1998 2003 2008 2013 2018 Culture Latex Nmen Spn Hib GBS (<2 m) ICT/ BinaxNow Spn 1994 1995 1996 1997 1999 2004 2005 2000 2001 2002 2006 2007 2009 2010 2011 2012 2014 2015 2016 2017 cPCR Nmen Spn Hib GBS (<2 m) qPCR Nmen Spn Hib GBS (<2 m) Spn: Streptococcus pneumoniae; Nmen: Neisseria meningitidis; Hib: Haemophilus influenzae type b; GBS: Group B streptococcus 2019
  • 7. Meningitis surveillance in Bangladesh Hospitalized suspected meningitis cases CSF collected Culture Cytology +ve -ve >9 WBC ≤9 WBC Antigen test for Nmen, Spn, Hib, GBS +ve -ve qPCR for Nmen, Spn, Hib, GBS +ve -ve
  • 8. Etiology remains unknown for >50% of cases with ≥ 10 WBC/cmm (8,125 of 24,000, 2003 - 2016) 92 81 52 0 20 40 60 80 100 10 - ≤ 99 (n = 4,306) 100 - ≤ 499 (n = 2,008) ≥ 500 (n = 1,811) Etiology detected through ICT/LAT PCR No etiology detected culture WBC/mm3 % No difference in outcome of solved vs mystery cases
  • 9. Lack of evidence hinders policy decisions We hypothesized that RNA metagenomics could solve the mystery, but we had no evidence to show we can conduct sequencing on site.
  • 10. Breaking the vicious cycle… • The Gates Foundation introduced us to the Chan-Zuckerberg Biohub, who had the precise expertise on solving cases of mysterious meningitis and we had the samples! • Four important considerations: • All SOPs need to be open access • Local scientist needs to be trained • All technologies/pipelines need to be transferrable and sustainable • We will own the data Dr. Farhad Imam, Gates Foundation CHRF, Bangladesh; Feb 15, 2018
  • 11. Elucidating the causative agents of meningitis using metagenomics: Phase I 96 samples and a Senjuti were shipped to the Biohub
  • 12. Sample selection for Phase I Hospitalized suspected meningitis cases CSF collected Culture Cytology +ve -ve >9 WBC Antigen test for Nmen, Spn, Hib, GBS +ve -ve qPCR for Nmen, Spn, Hib, GBS +ve -ve + waterPositive-control, n = 36 Negative-control, n = 35 Idiopathic, n = 25 ≤9 WBC
  • 13. RNA metagenomics of CSF specimens >seq1 ATTGCCGTAG….. >seq2 ATTGCCGTAG….. >seq2 ATTGCCGTAG….. Human Bacteria 1 Bacteria 2 Virus 1 Fungus 1 Bacteria 1 Extraction Library preparation Sequencing Analysis CSF RNA
  • 15. We found a diverse range of pathogens Positive-controls Idiopathic samples Negative-controls Saha et al, 2019, Biorxiv
  • 16. Clinical follow-up of 10 resolved mystery cases Suspect etiology Age of child (m) at diagnosis / follow-up Hospital duration (days) Treatment Clinical outcome Mumps 156 / 168 10 Ceftriaxone Parents complain of lower IQ Mumps 18 / 30 9 Ceftriaxone Healthy Enterovirus B 7 / 12 6 Ceftriaxone Cannot eat solid food Bacillus cereus 0 / 5 28 Ceftriaxone+ Needed vp shunt M. tuberculosis 160 / 164 15 Ceftriaxone+ Bed-ridden; unresponsive to all stimuli S. maltophilia 4 / NA 28 Ceftriaxone+ Not known Salmonella enterica 4 / 8 23 Ceftriaxone+ Cannot sit yet Chikungunya 0 / 5 10 Ceftriaxone+ Healthy Chikungunya 1 / 13 6 Ceftriaxone+ Healthy Chikungunya 86 / 86 45 Ceftriaxone+ Died Saha et al, 2019, Biorxiv
  • 17. We optimized a quick qPCR method to test CSF for CHIKV Month 2017 Total CSF tested CHIKV positive % CHIKV positive January 31 0 0 February 23 0 0 March 41 0 0 April 36 0 0 May 56 3 5 June 50 9 18 July 42 5 12 August 48 1 2 September 40 1 3 October 38 0 0 November 42 1 2 December 31 0 0 Total 478 20 4 12% CHIKV-positive Saha et al, 2019, Biorxiv
  • 18. CHIKV meningitis cases overlapped with CHIKV fever outbreak 0 1 2 3 4 5 6 7 8 9 10 0 50 100 150 200 250 300 January February M arch April M ay June July AugustSeptem ber OctoberNovem berDecem ber NumberofCHIKVfevercases Month of 2017 Fever PCR positive meningitis NumberofCHIKVmeningitiscases Saha et al, 2019, Biorxiv
  • 19. Addition of diagnostic/surveillance methods to detect etiology 1993 1998 2003 2008 2013 2018 Culture Latex Nmen Spn Hib GBS (<2 m) ICT/ BinaxNow Spn 1994 1995 1996 1997 1999 2004 2005 2000 2001 2002 2006 2007 2009 2010 2011 2012 2014 2015 2016 2017 cPCR Nmen Spn Hib GBS (<2 m) qPCR Nmen Spn Hib GBS (<2 m) Spn: Streptococcus pneumoniae; Nmen: Neisseria meningitidis; Hib: Haemophilus influenzae type b; GBS: Group B streptococcus 2019 qPCR CHIKV 2018
  • 20. Elucidating the causative agents of meningitis using metagenomics: Phase II We were funded to get our own sequencer!
  • 21. Phase II: Received a grant for an iSeq100 Global Sequencer
  • 22. Phase II: Received a grant for an iSeq100 Global Sequencer
  • 23. Addition of diagnostic/surveillance methods to detect etiology 1993 1998 2003 2008 2013 2018 Culture Latex Nmen Spn Hib GBS (<2 m) ICT/ BinaxNow Spn 1994 1995 1996 1997 1999 2004 2005 2000 2001 2002 2006 2007 2009 2010 2011 2012 2014 2015 2016 2017 cPCR Nmen Spn Hib GBS (<2 m) qPCR Nmen Spn Hib GBS (<2 m) Spn: Streptococcus pneumoniae; Nmen: Neisseria meningitidis; Hib: Haemophilus influenzae type b; GBS: Group B streptococcus 2019 qPCR CHIKV mNGS! 2019
  • 24. Empowering, educating, engaging local scientists at the frontlines of public health