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Applications of Histology in Personalized Medicine

                                               ALS 320
                                      Juan Jose Aponte
                                       Kathleen Coquia
                                          Michael Davis
                                         Samira Khodai
                                           Stephen Kim
                                        Debleena Sinha
We will develop a NSCLC-specific automated
histological device that provides precise and
accurate      computer-assisted     diagnosis    to
pathologists and physicians. The Simul-Histo
Analyzer allows fully automated staining and
quantitative assessment of multiple stains and
slides. This comprehensive diagnostic tool is easy
to use and functions well with validated biomarkers
of targeted therapies. Generated reports can be
easily accessed in a digital format and readily
transferred to approved devices.
Immunohistochemistry and Detection
Immunohistochemistry Staining
    Antigen Retrieval

Retrieval buffer Heat 121°C- 30 sec                                                                         Cell or Tissue
Cooling 90°C-10 min
                                                                                                         Antigen (Biomarker)
                TBS wash

                                                                                                           Primary Antibody
  Peroxidase Block
                 TBS wash
                                                                                                          Secondary Antibody
     Protein Block                                                                                        Conjugated with HRP



                                                                                                          Secondary Antibody
    Primary Antibody                                                                                      Conjugated with AP
                 TBS wash



   Incubation 30 min RT

                  TBS wash

                                                     DAB Substrate   Fast Red
  Secondary Antibody
  conjugated with HRP and AP
                 TBS wash                Substrate to colored
                                         product
   Incubation 30 min RT
                TBS wash
                                                                                Image transfer and observation
    Chromogen substrate


   Incubation 5 min RT
Positive and Negative Controls




                                                       S    L   P     P      S   L   P   P   S   L   P    P
                                                                r     l              r   l           r    l

                                                                      B                  B   B   B   T    B
                                                       B    B   T            B   B   T                    k
                                                                      k                  k       k
                                                            k                    k
                                                       T    B   B     P      T   B   B   P   T   B   B    P
                                                            k         l          k       l       k        l
  DSG3               TTF-1                 P63
                                                       P    L   S     B      P   L   S   B   P   L   S    B
 Napsin A             CK5                TRIM29                                              r            k
                                                       r              k      r           k



 Skin        Lung            Prostate     Placenta


 Bladder     Blank           Tonsil       Blank


 Tonsil      Blank           Bladder      Placenta


 Prostate    Lung            Skin         Blank

                                                            DSG3                 TTF-1             P63
                                                           Napsin A               CK5            TRIM29

DSG3 + Napsin A              TTF-1 + Ck5               P63+TRIM29
Skin        Lung             Lung          Prostate    Prostate Prostate
Tonsil                                                 Bladder            Placenta
Imaging Calculations
     Estimated Area of      20mm x 20mm        400mm2
     Tissue samples
     Magnification          10x * 40x = 400x
     Field of View          625μm x 625μm      0.3906mm2
     Maximum Grid           32 x 32            1024 images
     Maximum time / image   1.5 seconds        25.6 min / slide




                                                Grid pattern of
                                                Image capture



Image Capture
Image Capture – Image Acquisition (Auto-Focus)
Image Capture – Image Acquisition (Auto-Focus)
Image Capture
Image Capture
Image Capture – Photo Stitch (Quantification)
                Image Analysis
                Edge Detection
Imaging Storyboard




http://library.wolfram.com/examples/edgedetection/
Inside view

                                                        4
                                                            1.   Reagents storage
           7                                                2.   Mechanical arm
                                                            3.   Slides holder
                                    2                       4.   Peltier
Imaging area        Staining area                   1            heating/cooling
                                        9                        system
                                                            5.   Waste container
                                                    4       6.   Reagents big
                                            3                    containers
  8
                                                            7.   Imaging system
                                                            8.   Base with light
Reagents storage area                                            source
                                                            9.   Tip storage
      5
                                                6
Top view

                       4

                   1
                       2
                           1. Mechanical arm
                           2. Reagents and tips storage
                           3. Slide holder
           5               4. Peltier heating /cooling
                              system
                           5. Imaging system


               3       4
1. Slide holder




Metal-made holder
Capacity: 6 slides
One metal frame per slide
Lateral aspiration system -> remaining reagent volume
Lateral channel for fluids
2. Heating / cooling system
3. Small storages for reagents and tips




Big and small tips for both types of pipettes.
Storages: polypropylene containers under temperature control
Small storages keep the reagent ready for use.
The device sends a notification when either tips or reagents storages are empty .
4. Holder entrance and
scanning

                         TRAY 1
5. Pipette system
6. Image capture
Bright Field Microscopy
                     • Light source
                         – Light-emitting diode (LED)
     Camera          • Diffusion filter
                         – Scatters light source
Magnification lens
                     • Condenser Lens:
Objective lens
                         – focuses light onto
                           specimen
                     • Specimen on slide holder
                     • Objective lens:
  Specimen
                         – Determines level of
                           magnification
Condenser lens       • Magnification lens
Diffusion Filter         – 10x
                     • Camera
Light source:
LED
                         – RGB Progressive Scan
                           Camera
•   20” Touch-enabled widescreen                  •   Report Storage Servers
    BrightView LCD Monitor with glass                  – Store patient reports from Simul-Histo
    covering and anti-reflective coating                 Analyzer
     – Display Resolution 1920 x 1080                  – Accessible from personal computer,
       resolution (16:9)                                 tablet, smart-phone (User clearance
     – Adjustable tilt for on-screen typing (0-          required)
       90 degrees)                                     – Available to physicians, laboratory
     – 360 degree rotation for easy viewing              technicians, and patients
                                                       – Where software will process images
WELCOME TO SIMUL-HISTO
      ANALYZER

   User ID:

 Password:

  Hospital:
Home Page
          ID #   Last   First   Date Location Doctor




Touch &                                                Scroll
scroll                                                 Btwn
up/down                                                Letters




                                                        Keyboard
Home Page
          ID #   Last   First Date Location   Doctor   A
                                                       B
                                                       C
                                                       D
                                                       E
                                                       F
Touch &                                                G   Scroll
scroll                                                 H   Btwn
up/down                                                    Letters
                                                       I
                                                       J
                                                       K
                                                       L
                                                       M
                                                       N
                                                       O
                                                       P
                                                            Keyboard
Patient Report                  DOE, John
     Back                                                        11/30/2011 9:12 AM
                                      Whole Tissue Image   Biomarker Data




Red-boxed areas are
areas of interest




                      Notes on patient, etc.




    Home
                                                                            Keyboard
"Patient Screen"                              DOE, John
                                 Touch-screen
                                 Red-boxed areas are
 Back   Whole Tissue Image       areas of interest     Biomarker Data




        Notes on patient, etc.




Home                                                                       Keyboard
DOE, John       11/30/2011 9:12 AM
Back
          Biomarker Readout
                                                        Images in
                                                        Grid




              Swipe Between Images
                                                 Legend
Home                                 P63-----Brown % cells
                                     TRIM 29----Red % cells
Back                 Biomarker Readout (Grid View)
                                 S     L   P    P   S   L   P   P   S   L   P    P
                                           r    l           r   l           r    l

                                                B               B   B   B   T    B
                                 B     B   T        B   B   T                    k
                                                k               k       k
DSG3 Expression                        k                k
                                 T     B   B    P   T   B   B   P   T   B   B    P
                                       k        l       k       l       k        l

                                 P     L   S    B   P   L   S   B   P   L   S    B
                                 r              k   r           k   r            k




    CK 5
    Expression




                                      DSG3              TTF-1             P63
                                     Napsin A            CK5            TRIM29
P63 Expression
TRIM 29 Expression




Home
Product Requirement                                  Justification

 Assay
 • WillThe device will distinguish between NSCLCJustify with table will help
 PR01
        system meet goals?                           3 pairs of biomarkers that

 • stephen cell carcinoma
      subtypes of adenocarcinoma and squamous      differentiate between NSCLC subtypes

 PR02        The device will test 6 NSCLC biomarkers.         3 pairs of antibody cocktails for NSCLC
                                                                             biomarkers
Hardware
 PR02        The device will test 6 NSCLC biomarkers.     IHC kits with antibody cocktails in containers
                                                                for use with automatic pipettors

 PR03        The device will be fully automated during    User only places slides in trays, inserts trays
            staining and image analysis, with option of     into device and acknowledges IDs; device
                          user correction.                 will receive the samples and begin staining
                                                          process and finishes with image capture and
                                                                              analysis
 PR04        The device will automatically upload the         Internet connectivity will allow secure
           reports (with images) to a central location for connection to off-site servers which will
              immediate and secure remote access.         process the images and make them available
                                                                    for viewing and download
Product Requirement                                   Justification

Software
 PR01        The device will distinguish between NSCLC         Image analysis software algorithms will
            subtypes of adenocarcinoma and squamous calculate intensity of stains, correlated to a
                            cell carcinoma                 panel of specific biomarkers for distinguishing
                                                           between adenocarcinoma and squamous cell
                                                                          carcinoma subtypes.
 PR03         The device will be fully automated during Software will guide the automated steps; user
             staining and image analysis, with option of       will be able to correct image analysis --
                           user correction.                specifying new regions of interest or adjusting
                                                                                 levels.
 PR04         The device will automatically upload the      The files will be accessible through approved
           reports (with images) to a central location for          devices with installed software
                immediate and secure remote access.
 PR05            The device will automatically identify    Software, using edge detection on composite
               landmarks and reference points on the         images, will make links between composite
              composite tissue images for comparison, images of the different stain pairings to orient
            relation and orientation of multiple images. the images. The software will allow for user
                                                                correction by highlighting regions for
                                                                             compatibility.
Failure Mode Effect Analysis
                     Potential Failure    Potential Effects of
Device / Function    Mode                 Failure(s)              (S) Potential Cause of Failure(s) (O)   Current Controls                              (D) RPN
Assay / Barcode scan No barcode / barcode Samples cannot be 3              Barcode is faded or       1         Barcode scanner at point of entry;         2   6
                           unreadable       linked properly to            damaged; samples not              database linked to patient records and
                                          patient and identified;       placed on barcoded slides          order; barcoded slides are packaged with
                                          will be unable to track                                           device and available for purchase - the
                                           which slides receive                                              slides will be all unique; unique code
                                                each pair of                                                 generated for unattended and poorly
                                             biomarker stains                                                      scanned/unlabeled slides.
Assay / Load Samples Tissue slides and      Tissue not stained;       User incorrectly places slides        Controls will be clearly labeled (colored
     & Controls           control slides      lose samples (if         into holder (upside down);         and text); controls will have barcodes that
                       incorrectly loaded loaded in control tray)         user places samples in              are recognized as controls, order of
                      (wrong orientation,                               control tray or controls in       controls placed in control tray is irrelevant
                           wrong tray                                         samples tray.                 as software will recognize position and
                           placement)                                                                      stain accordingly; slides will have writing
                                                                                                           on labels for correct orientation (the text
                                                                                                                should be visible and readable).
Assay / Load Reagents Reagents incorrectly    Assay will not work   7   User places reagents in         1       Reagent bottles are color-coded,
                      loaded into machine                              wrong position, user uses          barcodes on bottles to be read for correct
                                                                        non-authentic reagents                    placement and positioning.
                                                                           (wrong container
                                                                             dimensions)
  Assay / Crossover      Contamination of      Reagents will not    7 Reagent bottles placed in 2 Control slides should determine whether               2   28
   Contamination         reagents, such as            work               wrong position, cross      or not assay ran successfully; reagent
                      secondary antibody in                           contamination via pipettor...      bottles will be color-coded
                       substrate container.
   Assay / Control     Temperature control Slides will not be        7 Power failure, device failure,      Device runs diagnostics periodically (once
    Temperature         too low or too high incubated properly,          software control failure                   daily/ weekly/ monthly)
                                            will not properly stain
                                            (less stain or no stain)
Failure Mode Effect Analysis
                     Potential Failure      Potential Effects of
Device / Function    Mode                   Failure(s)              (S) Potential Cause of Failure(s) (O) Current Controls                               (D) RPN
       Assay /        Reagents, antibodies  The assay will not run         Surfaces or circulated air     Disposable tips; air filtration system for air
  Contamination of        and buffers            properly or non-             carry contaminants            heating elements; reagents are sealed
 reagents (microbial) contaminated with     specific binding or no                                             until use, barcodes linked with lot
                           microbes           binding events may                                                numbers are traceable -- known
                                                       occur                                                 problematic lots will automatically be
                                                                                                              flagged, and all network connected
                                                                                                           devices will be updated with notification
                                                                                                                          of problem lot.
   Assay / Reagent   Reagents, antibodies, The assay may yield               User loading old lots           Database will contain information of
       expiry          buffers are expired      less than optimal                                          expiration dates and check barcodes and
                                                      results                                              lot information against expiration dates,
                                                                                                                    notify user of expired lots
   Image Analysis/     Alignment is off or The images will not            Bumping the machine, the        Periodic and scheduled calibration checks.
    Image Capture          the camera       provide accurate data            pieces become loose             Diagnostic tests can be run remotely
       (Focus)            positioning is     from image analysis                                           through the persistent connection to the
                         malfunctioning                                                                                  network system.
  Image Analysis /    Images are poorly lit       Images may be           Lamps lose power or burn        Periodic and scheduled calibration checks.
   Image Capture                               difficult to process      out, lamp and/or condenser          Diagnostic tests can be run remotely
     (Lighting)                             and of low quality for               is out of place           through the persistent connection to the
                                                 comparison and                                               network system. Technician will be
                                                   presentation                                                  alerted to service instrument.
  Image Analysis /   Images may not be of Overlap of some                    Vibrations from other             Diagnostics and calibration checks
  camera bumped         correct position    areas or no data from           machinery or processes            between runs, software will detect
  during operation                                 some areas,              occurring on the same             excessive overlap in images, sensor
                                              information may be            bench, physical impact          (accelerometer) can detect for impact
                                                      missed              (bumping), malfunction or           events and correlate to image time
                                                                           disfiguration of the track              stamps and re-take images
                                                                                  mechanism.
   Report / server          Unable to          Images will not be            Power outage, server         Images can be stored locally and ready for
    malfunction        communicate with analyzed and reports            outage, network connection        upload to server when communication re-
                             server          cannot be generated                     outage                                established.
•   1. [Webpage] Compound light microscope: How it works - bright field microscope .
    Retrieved on: 11/29/2011. Available from:
    http://www.indepthinfo.com/microscopes/compound.htm
•   2. [Webpage] Olympus microscopy resource center | anatomy of the MIC-D digital
    microscope - brightfield illumination . Retrieved on: 11/29/2011. Available from:
    http://www.olympusmicro.com/micd/anatomy/micdbrightfield.html
•   3. [Webpage] Ventana medical systems, inc. - ventana medical systems - VIAS .
    Retrieved on: 11/29/2011. Available from:
    http://www.ventana.com/product/page?view=vias
•   4. [Chapter] Bloom, K. J. (2009) Virtual Microscopy and Image Analysis, in
    Immunohistochemical Staining Methods (J. Schmid, and M. Verardo, Eds.) 5th ed.,
    pp 131-135, Dako North America, Carpinteria, California
•   5. [Article] Gurcan, M. N., Boucheron, L., Can, A., Madabhushi, A., Rajpoot, N., and
    Yener, B. (2009) Histopathological Image Analysis: A Review IEEE Rev. Biomed. Eng.
    2, 147-171, http://dx.doi.org/10.1109/RBME.2009.2034865
•   6. [Article] He, L., Long, L. R., Antani, S., and Thoma, G. (2011) Distribution Fitting-
    Based Pixel Labeling for Histology Image Segmentation , 79633D <last_page>
    79633D, http://dx.doi.org/10.1117/12.877726

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Poster Presentation Slideshow

  • 1. Applications of Histology in Personalized Medicine ALS 320 Juan Jose Aponte Kathleen Coquia Michael Davis Samira Khodai Stephen Kim Debleena Sinha
  • 2. We will develop a NSCLC-specific automated histological device that provides precise and accurate computer-assisted diagnosis to pathologists and physicians. The Simul-Histo Analyzer allows fully automated staining and quantitative assessment of multiple stains and slides. This comprehensive diagnostic tool is easy to use and functions well with validated biomarkers of targeted therapies. Generated reports can be easily accessed in a digital format and readily transferred to approved devices.
  • 4. Immunohistochemistry Staining Antigen Retrieval Retrieval buffer Heat 121°C- 30 sec Cell or Tissue Cooling 90°C-10 min Antigen (Biomarker) TBS wash Primary Antibody Peroxidase Block TBS wash Secondary Antibody Protein Block Conjugated with HRP Secondary Antibody Primary Antibody Conjugated with AP TBS wash Incubation 30 min RT TBS wash DAB Substrate Fast Red Secondary Antibody conjugated with HRP and AP TBS wash Substrate to colored product Incubation 30 min RT TBS wash Image transfer and observation Chromogen substrate Incubation 5 min RT
  • 5. Positive and Negative Controls S L P P S L P P S L P P r l r l r l B B B B T B B B T B B T k k k k k k T B B P T B B P T B B P k l k l k l DSG3 TTF-1 P63 P L S B P L S B P L S B Napsin A CK5 TRIM29 r k r k r k Skin Lung Prostate Placenta Bladder Blank Tonsil Blank Tonsil Blank Bladder Placenta Prostate Lung Skin Blank DSG3 TTF-1 P63 Napsin A CK5 TRIM29 DSG3 + Napsin A TTF-1 + Ck5 P63+TRIM29 Skin Lung Lung Prostate Prostate Prostate Tonsil Bladder Placenta
  • 6.
  • 7. Imaging Calculations Estimated Area of 20mm x 20mm 400mm2 Tissue samples Magnification 10x * 40x = 400x Field of View 625μm x 625μm 0.3906mm2 Maximum Grid 32 x 32 1024 images Maximum time / image 1.5 seconds 25.6 min / slide Grid pattern of Image capture Image Capture
  • 8. Image Capture – Image Acquisition (Auto-Focus)
  • 9. Image Capture – Image Acquisition (Auto-Focus)
  • 12. Image Capture – Photo Stitch (Quantification) Image Analysis Edge Detection
  • 14.
  • 15.
  • 16.
  • 17. Inside view 4 1. Reagents storage 7 2. Mechanical arm 3. Slides holder 2 4. Peltier Imaging area Staining area 1 heating/cooling 9 system 5. Waste container 4 6. Reagents big 3 containers 8 7. Imaging system 8. Base with light Reagents storage area source 9. Tip storage 5 6
  • 18. Top view 4 1 2 1. Mechanical arm 2. Reagents and tips storage 3. Slide holder 5 4. Peltier heating /cooling system 5. Imaging system 3 4
  • 19. 1. Slide holder Metal-made holder Capacity: 6 slides One metal frame per slide Lateral aspiration system -> remaining reagent volume Lateral channel for fluids
  • 20. 2. Heating / cooling system
  • 21. 3. Small storages for reagents and tips Big and small tips for both types of pipettes. Storages: polypropylene containers under temperature control Small storages keep the reagent ready for use. The device sends a notification when either tips or reagents storages are empty .
  • 22. 4. Holder entrance and scanning TRAY 1
  • 25. Bright Field Microscopy • Light source – Light-emitting diode (LED) Camera • Diffusion filter – Scatters light source Magnification lens • Condenser Lens: Objective lens – focuses light onto specimen • Specimen on slide holder • Objective lens: Specimen – Determines level of magnification Condenser lens • Magnification lens Diffusion Filter – 10x • Camera Light source: LED – RGB Progressive Scan Camera
  • 26. 20” Touch-enabled widescreen • Report Storage Servers BrightView LCD Monitor with glass – Store patient reports from Simul-Histo covering and anti-reflective coating Analyzer – Display Resolution 1920 x 1080 – Accessible from personal computer, resolution (16:9) tablet, smart-phone (User clearance – Adjustable tilt for on-screen typing (0- required) 90 degrees) – Available to physicians, laboratory – 360 degree rotation for easy viewing technicians, and patients – Where software will process images
  • 27.
  • 28. WELCOME TO SIMUL-HISTO ANALYZER User ID: Password: Hospital:
  • 29. Home Page ID # Last First Date Location Doctor Touch & Scroll scroll Btwn up/down Letters Keyboard
  • 30. Home Page ID # Last First Date Location Doctor A B C D E F Touch & G Scroll scroll H Btwn up/down Letters I J K L M N O P Keyboard
  • 31. Patient Report DOE, John Back 11/30/2011 9:12 AM Whole Tissue Image Biomarker Data Red-boxed areas are areas of interest Notes on patient, etc. Home Keyboard
  • 32. "Patient Screen" DOE, John Touch-screen Red-boxed areas are Back Whole Tissue Image areas of interest Biomarker Data Notes on patient, etc. Home Keyboard
  • 33. DOE, John 11/30/2011 9:12 AM Back Biomarker Readout Images in Grid Swipe Between Images Legend Home P63-----Brown % cells TRIM 29----Red % cells
  • 34. Back Biomarker Readout (Grid View) S L P P S L P P S L P P r l r l r l B B B B T B B B T B B T k k k k DSG3 Expression k k T B B P T B B P T B B P k l k l k l P L S B P L S B P L S B r k r k r k CK 5 Expression DSG3 TTF-1 P63 Napsin A CK5 TRIM29 P63 Expression TRIM 29 Expression Home
  • 35.
  • 36. Product Requirement Justification Assay • WillThe device will distinguish between NSCLCJustify with table will help PR01 system meet goals? 3 pairs of biomarkers that • stephen cell carcinoma subtypes of adenocarcinoma and squamous differentiate between NSCLC subtypes PR02 The device will test 6 NSCLC biomarkers. 3 pairs of antibody cocktails for NSCLC biomarkers Hardware PR02 The device will test 6 NSCLC biomarkers. IHC kits with antibody cocktails in containers for use with automatic pipettors PR03 The device will be fully automated during User only places slides in trays, inserts trays staining and image analysis, with option of into device and acknowledges IDs; device user correction. will receive the samples and begin staining process and finishes with image capture and analysis PR04 The device will automatically upload the Internet connectivity will allow secure reports (with images) to a central location for connection to off-site servers which will immediate and secure remote access. process the images and make them available for viewing and download
  • 37. Product Requirement Justification Software PR01 The device will distinguish between NSCLC Image analysis software algorithms will subtypes of adenocarcinoma and squamous calculate intensity of stains, correlated to a cell carcinoma panel of specific biomarkers for distinguishing between adenocarcinoma and squamous cell carcinoma subtypes. PR03 The device will be fully automated during Software will guide the automated steps; user staining and image analysis, with option of will be able to correct image analysis -- user correction. specifying new regions of interest or adjusting levels. PR04 The device will automatically upload the The files will be accessible through approved reports (with images) to a central location for devices with installed software immediate and secure remote access. PR05 The device will automatically identify Software, using edge detection on composite landmarks and reference points on the images, will make links between composite composite tissue images for comparison, images of the different stain pairings to orient relation and orientation of multiple images. the images. The software will allow for user correction by highlighting regions for compatibility.
  • 38. Failure Mode Effect Analysis Potential Failure Potential Effects of Device / Function Mode Failure(s) (S) Potential Cause of Failure(s) (O) Current Controls (D) RPN Assay / Barcode scan No barcode / barcode Samples cannot be 3 Barcode is faded or 1 Barcode scanner at point of entry; 2 6 unreadable linked properly to damaged; samples not database linked to patient records and patient and identified; placed on barcoded slides order; barcoded slides are packaged with will be unable to track device and available for purchase - the which slides receive slides will be all unique; unique code each pair of generated for unattended and poorly biomarker stains scanned/unlabeled slides. Assay / Load Samples Tissue slides and Tissue not stained; User incorrectly places slides Controls will be clearly labeled (colored & Controls control slides lose samples (if into holder (upside down); and text); controls will have barcodes that incorrectly loaded loaded in control tray) user places samples in are recognized as controls, order of (wrong orientation, control tray or controls in controls placed in control tray is irrelevant wrong tray samples tray. as software will recognize position and placement) stain accordingly; slides will have writing on labels for correct orientation (the text should be visible and readable). Assay / Load Reagents Reagents incorrectly Assay will not work 7 User places reagents in 1 Reagent bottles are color-coded, loaded into machine wrong position, user uses barcodes on bottles to be read for correct non-authentic reagents placement and positioning. (wrong container dimensions) Assay / Crossover Contamination of Reagents will not 7 Reagent bottles placed in 2 Control slides should determine whether 2 28 Contamination reagents, such as work wrong position, cross or not assay ran successfully; reagent secondary antibody in contamination via pipettor... bottles will be color-coded substrate container. Assay / Control Temperature control Slides will not be 7 Power failure, device failure, Device runs diagnostics periodically (once Temperature too low or too high incubated properly, software control failure daily/ weekly/ monthly) will not properly stain (less stain or no stain)
  • 39. Failure Mode Effect Analysis Potential Failure Potential Effects of Device / Function Mode Failure(s) (S) Potential Cause of Failure(s) (O) Current Controls (D) RPN Assay / Reagents, antibodies The assay will not run Surfaces or circulated air Disposable tips; air filtration system for air Contamination of and buffers properly or non- carry contaminants heating elements; reagents are sealed reagents (microbial) contaminated with specific binding or no until use, barcodes linked with lot microbes binding events may numbers are traceable -- known occur problematic lots will automatically be flagged, and all network connected devices will be updated with notification of problem lot. Assay / Reagent Reagents, antibodies, The assay may yield User loading old lots Database will contain information of expiry buffers are expired less than optimal expiration dates and check barcodes and results lot information against expiration dates, notify user of expired lots Image Analysis/ Alignment is off or The images will not Bumping the machine, the Periodic and scheduled calibration checks. Image Capture the camera provide accurate data pieces become loose Diagnostic tests can be run remotely (Focus) positioning is from image analysis through the persistent connection to the malfunctioning network system. Image Analysis / Images are poorly lit Images may be Lamps lose power or burn Periodic and scheduled calibration checks. Image Capture difficult to process out, lamp and/or condenser Diagnostic tests can be run remotely (Lighting) and of low quality for is out of place through the persistent connection to the comparison and network system. Technician will be presentation alerted to service instrument. Image Analysis / Images may not be of Overlap of some Vibrations from other Diagnostics and calibration checks camera bumped correct position areas or no data from machinery or processes between runs, software will detect during operation some areas, occurring on the same excessive overlap in images, sensor information may be bench, physical impact (accelerometer) can detect for impact missed (bumping), malfunction or events and correlate to image time disfiguration of the track stamps and re-take images mechanism. Report / server Unable to Images will not be Power outage, server Images can be stored locally and ready for malfunction communicate with analyzed and reports outage, network connection upload to server when communication re- server cannot be generated outage established.
  • 40.
  • 41. 1. [Webpage] Compound light microscope: How it works - bright field microscope . Retrieved on: 11/29/2011. Available from: http://www.indepthinfo.com/microscopes/compound.htm • 2. [Webpage] Olympus microscopy resource center | anatomy of the MIC-D digital microscope - brightfield illumination . Retrieved on: 11/29/2011. Available from: http://www.olympusmicro.com/micd/anatomy/micdbrightfield.html • 3. [Webpage] Ventana medical systems, inc. - ventana medical systems - VIAS . Retrieved on: 11/29/2011. Available from: http://www.ventana.com/product/page?view=vias • 4. [Chapter] Bloom, K. J. (2009) Virtual Microscopy and Image Analysis, in Immunohistochemical Staining Methods (J. Schmid, and M. Verardo, Eds.) 5th ed., pp 131-135, Dako North America, Carpinteria, California • 5. [Article] Gurcan, M. N., Boucheron, L., Can, A., Madabhushi, A., Rajpoot, N., and Yener, B. (2009) Histopathological Image Analysis: A Review IEEE Rev. Biomed. Eng. 2, 147-171, http://dx.doi.org/10.1109/RBME.2009.2034865 • 6. [Article] He, L., Long, L. R., Antani, S., and Thoma, G. (2011) Distribution Fitting- Based Pixel Labeling for Histology Image Segmentation , 79633D <last_page> 79633D, http://dx.doi.org/10.1117/12.877726